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Latest podcast episodes about plcs

The Industrial Talk Podcast with Scott MacKenzie
Michal Ukropec with Twinzo

The Industrial Talk Podcast with Scott MacKenzie

Play Episode Listen Later Sep 17, 2026 54:01 Transcription Available


Industrial Talk is talking to Michal Ukropec, CEO at Twinzo about "Operational Digital Twin: Real-Time operational insights from all your connected devices". Overview Digital twin and real-time logistics tracking were discussed as ways to improve manufacturing visibility, efficiency, and competitiveness. Digitalization Gap Michalsaid European manufacturers lag behind China and often operate legacy systems without connectivity or a coherent digitalization strategy.Procurement decisions that remove connectivity features can create long-term data and integration problems. Twinzo Use Case Twinzotracks logistics fleets, materials, and movement from suppliers through production, integrating data from PLCs, MES, and WMS systems.Real-time location data can reduce forklift fleet requirements, prevent micro-stoppages, and improve material flow without adding equipment or staff. Adoption Barriers What leadership commitment and strategy are needed to modernize plants using legacy systems?How can manufacturers ensure operational data is clean, accurate, and trusted before applying AI or analytics?The discussion emphasized piloting technologies at limited scale, measuring results, and balancing technology with effective leadership and workforce engagement. Outline Manufacturing Competitiveness Workforce and industrial competitiveness were framed as shared priorities.Europe's digitalization gap compared with China and the United States was discussed. Legacy Infrastructure Many plants still rely on older PLCs and IBM AS/400-era systems.Replacing legacy infrastructure can be expensive and disruptive, but inaction limits visibility and efficiency. Twinzo Platform Twinzooriginated in indoor positioning and evolved toward manufacturing and logistics tracking.The platform can monitor fleets, materials, workstations, and production movement.Potential integrations include PLC, MES, and WMS data. Operational Benefits Real-time location system data can reveal inefficient routes and unnecessary fleet capacity.An automated material-ordering workflow was compared to an “Uber for the plant.”Additional use cases include reducing energy waste and identifying equipment operating without orders. Technology and Leadership AI was characterized as a tool requiring appropriate data, evaluation, and measured adoption.Leadership, culture, workforce capability, and trust remain central to successful transformation. If interested in being on the Industrial Talk show, simply contact us and let's have a quick conversation. Finally, get your exclusive free access to the Industrial Academy and a series on “Why You Need To Podcast” for Greater Success in 2026. All links designed for keeping you current in this rapidly changing Industrial Market. Learn! Grow! Enjoy! MICHAL UKROPEC'S CONTACT INFORMATION: Personal LinkedIn: https://www.linkedin.com/in/michalukropec/ Company LinkedIn: https://www.linkedin.com/company/twinzo/home/ Company Website: https://www.twinzo.com/ PODCAST VIDEO: THE STRATEGIC REASON "WHY YOU NEED TO PODCAST": OTHER GREAT INDUSTRIAL RESOURCES: NEOM: https://www.neom.com/en-us Hexagon: https://hexagon.com/ Arduino: https://www.arduino.cc/ Fictiv: https://www.fictiv.com/ Hitachi Vantara: https://www.hitachivantara.com/en-us/home.html Industrial Marketing Solutions:  https://industrialtalk.com/industrial-marketing/ Industrial Academy: https://industrialtalk.com/industrial-academy/ Industrial Dojo: https://industrialtalk.com/industrial_dojo/ We the 15: https://www.wethe15.org/ YOUR INDUSTRIAL DIGITAL TOOLBOX: LifterLMS: Get One Month Free for $1 –

The Optimistic Outlook
In Five: When AI Goes to Work - Transforming Factory Automation

The Optimistic Outlook

Play Episode Listen Later Sep 9, 2026 6:49


The future of AI isn't just about smarter models—it's about putting AI to work in the real world. In this episode of Optimistic Outlook In Five, Lauren Espin explores how Industrial AI could help manufacturers tackle one of the industry's biggest challenges: a shortage of skilled engineering talent. As the United States works to expand and modernize its manufacturing capacity, AI is emerging as a powerful tool for helping engineers, operators and technicians become more productive. The episode takes a closer look at programmable logic controllers (PLCs), the technology that controls countless machines and production processes, and the automation engineers who program them. Because every factory has its own equipment, configurations and engineering data, applying AI to industrial automation requires more than a general-purpose AI model—it requires deep industrial context. That's where Eigen Engineering Agent, developed at Siemens' AI hub in Seattle, comes in. Integrated into the engineering software automation engineers already use, Eigen can use plant-specific engineering information to understand a task, write code, configure systems and work toward a defined performance goal. In pilot deployments across more than 100 companies in 19 countries, Eigen has delivered up to 50% greater engineering efficiency and can execute engineering tasks at two to five times human speed. The episode also explores why human oversight, simulation and validation remain essential for deploying AI safely and reliably in industrial environments—and why the next chapter of AI may be defined less by what AI can do in theory and more by what it can accomplish inside real factories. As Siemens invests $1 billion in AI capabilities and offerings over the next three years, Industrial AI is becoming an increasingly important part of the future of manufacturing, engineering and industrial automation. What happens when AI stops answering questions and starts doing the work? In manufacturing, that future is already taking shape. Show Notes Press Release: Siemens launches the Eigen Engineering Agent, bringing purpose-built AI to industrial automation engineering Eigen Engineering Agent

Hacker Public Radio
HPR4718: Programmable Logic Controls - Episode 2

Hacker Public Radio

Play Episode Listen Later Sep 2, 2026


This show has been flagged as Clean by the host. -------------------- 01 Introduction This is the second episode in an 8 part series. 02 In the previous episode we discussed the predecessors of PLCs, in particular relay logic. In this episode we will discuss how relay logic came to be expressed in software rather than in actual hardware components. 03 The topics to be covered include * Early computers in industry. * The first PLC. * PC versus PLC - what's in a name. * Who the major brands are. * What does a PLC actually look like. * Machine architecture. * PLC programs. * The scan. * PLC programming languages. * Relative popularity of PLC programming languages versus more conventional computer programming languages. -------------------- 04 Early Computers in Industry Computers came to be used in industry fairly early on. Minicomputers were used in some large industries to control things like electric power plants. For example, the DEC PDP8 was used to control the refuelling machines in CANDU nuclear power plants. These would load and unload fuel from the reactor, which happens continually on a daily basis while the reactor is running. 05 The first microprocessor based computer sold on the commercial market was the MICRAL from France, based on the Intel 8008. It was sold as a cost effective replacement for minicomputers used in industry. It preceded what are generally considered to be the first Personal Computers. So you can see that industry were not reluctant to adopt new technology. 06 However, mini computers were large complex systems that did not fit well into a factory floor. They had particular niches in very large complex integrated systems, but were not suited to controlling many individual machines in a factory that produced things like automobiles or appliances. 07 What was needed was something that would fit into a standard electrical enclosure, withstand the temperatures found in a factory, could stand up to vibration and noise, was tolerant of voltage fluctuations, interfaced directly to sensors and actuators, and could be readily programmed by engineers, technicians, and tradesmen who were familiar with the processes to be controlled, but had little or no experience with computers. 08 This required a complete integrated package covering hardware, software, and product distribution through industrial supply retailers. Something that could meet these criteria is what was needed to become the PLC. -------------------- 09 History Many histories point to a US developer that became Modicon. However, their first hardware was more a proof of concept than a viable commercial product. In fact multiple companies in the US, Europe, and Japan were working on the problem and released comparable products all at around the same time in the early 1970s. 10 The idea preceded the implementation by a number of years. For example, General Motors had asked industrial control equipment suppliers in the mid 1960s for some sort of programmable control device to replace relay logic. This showed potential suppliers that there was a market for this sort of thing, and gave them a clearer idea of what customers were looking for. 11 What made this possible was the development of the first 8 bit microprocessor in that time period, combined with readily available bit slice processors from the minicomputer industry and other components. 12 People knew what to do, the problem was waiting for the development of suitable component hardware. Minicomputers were already being used in industry, but were normally located in control rooms. PLCs were an effort to take that technology out of control rooms and put it on the shop floor. 13 PC Versus PLC - What's in a Name In the early days, these systems were known as either PLC, which means "Programmable Logic Controller", or PC, which means "Programmable Controller". Different vendors favoured different terminology, but both were common. I have a book which was at one time one of the standard reference handbooks for this industry which was published in 1989, and refers to them as Programmable Controllers, or PCs. 14 The term PC was also used to mean "Personal Computer", but that wasn't really a problem in the early days. However, a certain large company decided to call their entry into the personal computer market the "IBM PC", and suddenly "PC" became a generic term for desktop computers. 15 After a long struggle to keep referring to their products as "PCs", even the biggest vendors caved in and gave up the fight and switched to using the "PLC" term. I will therefore use the term "PLC" in this podcast series even when talking about products which were originally called "PCs" at the time they were introduced. 16 Who the Major Brands Are The companies that came to dominate the industry fairly early on were generally companies that already made industrial electrical hardware. These were Siemens Allen Bradley, later known as Rockwell Schneider Mitsubishi Omron 17 These are still the dominant companies in the business, although there are many small brands, particularly at the cheaper end of the market. All of them were suppliers of a wide range of industrial control hardware, such that you could build all or nearly all of the parts of your control system using only their products. 18 Each of these sells an integrated hardware and software package, including development software, that is completely proprietary. If you thought that the mainframe business had a lot of vendor lock-in, you haven't seen the industrial market. -------------------- 19 What Does One of These Things Actually Look Like? At this point you are probably still very confused as to what a PLC actually is. I will attempt to describe one in basic terms by giving an example of one. The smallest and simplest ones are what are termed "shoebox" PLCs. These are basically a rectangular box with a plastic case. 20 Here are the dimensions for a typical low end model, a Mitsubishi FX3U-32M. According to specs in the manual, it is 150mm wide, 90mm high, and 86mm deep. 21 It can be mounted to the panel in an electrical enclosure by snapping it onto what is termed a DIN rail. DIN rails are standard mounting systems which use a strip of metal which is U shaped with a lip at the top of each end of the U. You screw the DIN rail to the electrical panel in the enclosure, and most industrial components such as PLCs, terminal blocks, circuit breakers, and all sorts of other things will simply snap onto it and be ready to wire together. 22 Along the top and bottom of the PLC are terminals to which you can attach wires from the things you want to sense or control in the rest of the machine, such as push buttons, pilot lights, proximity sensors, and valves. 23 Inputs are along the top, and outputs are along the bottom. The FX3U-32M has 16 inputs and 16 outputs. These I/O can be 24 volts DC, or 100 to 120 volts AC, depending on the model. Alternatively it may have small relays for outputs. While AC I/O once predominated, 24VDC became the standard in most industries several decades ago as it interfaced with electronic devices more readily and also allowed for cheaper and more compact wiring. 24 More inputs and outputs can be added by connecting additional I/O modules to the main PLC next to it on the same DIN rail, up to a total of 256 I/O The connection is typically via short ribbon cables which plug into the adjacent module. These I/O modules look like the main PLC, but just add I/O. 25 Inside the PLC are a CPU, memory, and firmware. This model has 64K "steps" of memory, which can be thought of as how many instructions you can have. The program runs in RAM, but you can add a small flash memory device to save the program to. There is a run/stop switch that allows you to start or stop the user program. There is a port that you can use to connect the PLC to a laptop computer with a cable so you can download your program to it. 26 The biggest part of the market for PLCs is for these "shoebox" style. However, there are bigger ones as well which have more I/O, more memory, faster CPUs, etc. These are meant for tasks such as coordinating large assembly lines and things like that. These are what are termed rack systems, where the rack is an empty box which is open at the front and has a backplane bus running along the back. You plug the main CPU into the bus, normally in the leftmost position, and then plug I/O modules into the rack. The I/O modules are tall, thin, fully enclosed boxes with the I/O terminals along the front. 27 You should have a rough idea of their appearance at this stage, so I'll leave the physical description aside for now and go on to the concepts behind how they actually work and what makes them different from something like say a Raspberry Pi. -------------------- 28 Machine Architecture It is not really the hardware which defines the PLC. Rather, it is the software system architecture. Every PLC that I am aware of has a common set of features. 29 Data Table A data table is simply a block of memory which may or may not be subdivided into different parts. All logic, and all, or nearly all, I/O works by writing to and reading from addresses in the data table. 30 I/O Every input and output point maps to a fixed memory address in the PLC. To read the state of an input, you read its memory address. To change the state of an output, you write to its memory address. 31 These digital I/O appear as single bit boolean values. The PLC programming language has instructions which allow single bits to be read or written to directly without have to mask off other bits as you would have to do if you were using a conventional programming language. I have so far only mentioned digital I/O, which are single bit on/off values. 32 Other types of I/O Many PLCs also have other types of I/O such as Analogue I/O, which represent variable voltages rather than just on/off values. For example you may wish to read a temperature from a thermocouple where the voltage level varies with the temperature. Often these are mapped into the data table as byte or word values. 33 Internal Bit or Boolean Memory There will be a range of single bit or boolean memory which is used for internal logic state. Your program may need to come up with a series of intermediate logical values, and you store them in these internal bits or flags. 34 Timers and Counters Control of machinery often involves timing and counting. Timer and counters are mapped into the data table. Timer and counter presets and values can be read as words, and there will be bit addresses which indicate the status of the timer or counter, such as whether it has reached its preset and is "done". 35 Integer and Floating Point Values There will be word addresses where integer and floating point words can be stored. If you need to do some mathematical calculations and store the results, you would save them in an integer or floating point word. 36 Typed Memory Unlike when programming something like a PC where you simply have a range of undifferentiated bytes and it is up to your software to impose meaning on it, PLC data table memory has defined types and meanings and the system firmware enforces the correct memory access methods. 37 Size of Data Table Data tables vary greatly in size. A bigger data table allows for bigger and more complex program. Generally, new PLCs will have bigger data tables than older ones, and more expensive PLCs will have bigger data tables than cheaper ones of the same generation. 38 Example Having picked a current PLC as an example for physical dimensions, I will pick an old and obsolete one for an example of a data table. The Siemens S5-100 series was a small PLC that came in several sizes. The basic S5-100 had the following data table size. 39 Digital I/O had a maximum of 128 inputs and outputs taken together. Analogue inputs and outputs had a maximum of 8 taken together. Flag, or bit, memory was 1024 Timers - 16 Counters - 16 40 The S5-103 offered more of everything in the same basic package, but of course at a higher cost. Digital I/O had a maximum of 256 inputs and outputs taken together. Analogue inputs and outputs had a maximum of 32 taken together. Flag, or bit, memory was 2048 Timers - 128 Counters - 128 -------------------- 41 The PLC Program A PLC will come with what amounts to an operating system and virtual machine built into it. You as the programmer use the vendor's proprietary development software, what is generally called the "PLC programming software" to write an application for it. 42 You then connect your PC to the PLC using a cable of some sort, and download your program into it. The program gets stored in the PLC's RAM. There may be flash memory which serves to back up the RAM when the power is off so you don't lose the program. Before flash was available, a battery was typically required to hold the static RAM memory. 43 There is just one program in the PLC. There is no file system, just the program memory and the data table. When the PLC starts up, it runs the program that you wrote. It continues running the program until you turn off the power or you set the run/stop switch to the stop position. 44 I will come back to programming later, but we needed to cover these basic points before I could describe some further concepts we need to cover. -------------------- 45 The Scan A key thing to understand about PLCs is the "scan" concept. This works as follows. There is a repeated cycle called the scan. 46 First, the PLC reads all the physical inputs and updates the corresponding input addresses in the data table. Next it runs the user program once. Finally it reads the output addresses in the data table and writes them to the corresponding physical outputs. Then it repeats the scan from step 1. 47 A scan can take anywhere from a few milliseconds to hundreds of milliseconds, depending on the model of PLC. Older PLCs and cheaper PLCs tended to be slower. However, as integrated circuit technology advanced, programs got faster. 48 The PLC has a watchdog timer. This is a timer which runs in the background and resets at the start of a scan. 49 If a scan takes too long, the watchdog will trip and stop the program and set the outputs to some defined state, either turning them all off or holding them at the last value. This is known as "faulting" the processor. 50 A watchdog fault may be caused by a program that is too long, or uses a lot of very slow instructions, or in some cases it may be due to a bug in your program. However, this last cause is not as common or as easy to cause as you may think when it comes to faults. -------------------- 51 PLC Programming Languages The key to all of this is the unique way in which the programming languages used in PLCs work. I will first briefly describe the two main programming languages and then explain how they work in a PLC as part of a complete system. 52 Ladder Logic There are several programming languages, but the main one is called ladder logic. If you listened to the previous episode, the word "ladder" will ring a bell. When machines were controlled by electromechanical relays, the electrical drawings which specified and documented the types of relays and the connections between them were called "ladder diagrams". 53 PLCs simply take these ladder diagrams and reproduce them on your computer screen in the programming software using the same standard schematic symbols. 54 You do not need to draw the symbols like it was CAD. Instead you simply use your keyboard or mouse to say that you want this symbol to be entered in the current cursor location or you want this wire to be connected from here to there. When your rung is complete the software will check at some point if it is syntactically correct. You then go on to entering the next rungs one after another until you have your complete program. 55 Instruction List An alternative representation is something called "instruction list", although various vendors may use other terms. This is a text representation that looks like a sort of assembly language. However, it's actually really ladder, just shown in a different way as text and some types of programming software will allow you to toggle between ladder and instruction list mode, translating between them automatically. 56 This should give you a clue as to how a PLC can execute a schematic diagram. Behind the scenes the programming software will translate the diagram into instruction list, and then the PLC will either execute those instructions in an interpreter, or compile them to machine code and execute those. 57 Other Programming Languages There are other programming languages, but they are rarely seen. I won't go into detail in terms of describing them, just briefly mention them. 58 One is called Sequential Function Chart. This is a type of flow chart which is designed to show complex sequences, including ones with alternate or parallel paths. The original name for this is Grafcet, spelled G R A F C E T. This stands for "Graphe Fonctionnel de Commande Étape Transition". As well as being a programming language, it is also a very good design and analysis tool even if the PLC being used doesn't support it. 59 Another is Function Block Diagram. This is another graphical language which resembles flow diagrams used in process industries. This is supposedly used mainly in industries such as chemical manufacturing. However it appears to be very niche and most people who use PLCs will never have seen it, and many will not have even heard of it. 60 Yet another language is Structured Text. This is very obviously derived from Modula-2 and strongly resembles it. If you are not familiar with Modula-2, it was created by Nikolas Wirth and intended as the successor to Pascal, which it was derived from. Structured Text seems to be much loved by a small number of academics, but seems to have little actual use in the field. You lose pretty much all of the monitoring and debugging facilities built into a PLC if you use it, so it's kind of pointless except perhaps for a few niche applications. There are a few other languages as well, mainly proprietary ones, often using flow charts or the like. 61 PLC Languages are Non-Blocking The important thing about a PLC program is that it executes from top to bottom, left to right, without stopping or blocking. There is no waiting on input or output or for a system call to return. Each rung immediately yields a result which is written to a memory address or which enables a timer or counter. Every rung is executed every scan. 62 You can reproduce this in a traditional computer programming language. In ladder logic it is inherent to the syntax and it is either very difficult or impossible to do it any other way. I'll give an example in Python of what I mean. 63 a = (b or c) and not d 64 If b or c are true and d is false, then a is set to true. If b and c are false or d is true, then a is false. 65 Now imagine that we are not executing this statement once, but rather are executing it repeatedly. This statement will never block execution. It will always immediately yield a result. Now let's modify that a bit. 66 a = (b or a) and not d 67 Note that we have replaced c with a. Now the value of a depends the previous value of a as well as b and d. However, once a becomes true, the value of b no longer matters because b is in an or condition with a. Now if we execute it over and over again, only d becoming true will make a go false. 68 This is a standard push button circuit, also known as a "seal in circuit", because it "seals" around the start condition. 69 b is the start push button with a normally open contact. d is the stop push button with a normally closed contact. a is a relay with one of its contacts being used to hold it on. 70 If you wired this up with actual push buttons and relays or if you programmed it into a PLC with ladder logic it would work the same way. A PLC program will consists of rung after rung of logic like this and executes it repeatedly scan after scan, only pausing to update its I/O. 71 Async Programming Some of you may be thinking that this cyclical scan sounds like the async programming that is all the rage with web server applications these days. Essentially it is exactly the same principle. 72 With async programming, your program must never use blocking instructions and execution proceeds on a repeated cycle. PLCs solve this by not having any instructions which block, and many PLCs do not allow backwards jumps. Tradesmen in coveralls in factories were doing async programming decades before the cool kids heard about it. 73 Most PLC Programming Languages are Visual or Graphical Languages If ladder, Sequential Function Chart, or Grafcet and Function Block Diagram sound like visual programming languages, they are. In fact ladder is probably one of the earliest visual languages in commercial use. Wikipedia defines a visual programming language as: 74 In computing, a visual programming language (visual programming system, VPL, or, VPS), also known as diagrammatic programming, graphical programming or block coding, is a programming language that lets users create programs by manipulating program elements graphically rather than by specifying them textually. A VPL allows programming with visual expressions, spatial arrangements of text and graphic symbols, used either as elements of syntax or secondary notation. For example, many VPLs are based on the idea of "boxes and arrows", where boxes or other screen objects are treated as entities, connected by arrows, lines or arcs which represent relations. VPLs are generally the basis of low-code development platforms. Scratch is an example of a VPL 75 End of quote. As you can see, what is cool today was on the factory floor more than 40 years ago. -------------------- 76 Popularity of PLC Programming Languages PLCs are about as proprietary as you can get. Pretty much every vendor has his own proprietary take on each language. How you can program any particular PLC is determined by that vendor's programming software. If the vendor doesn't support it, you can't use it. An individual vendor may even have multiple incompatible product lines which have to be programmed in different ways with different software, although that is not as common these days as it once was. 77 Nearly all PLCs support programming in Ladder. Some support programming in instruction list as well as ladder. Anything else is much less common. 78 Ladder logic happens to be on the Tiobe Index by the way. For those who have not heard of it, the Tiobe Index, that is T I O B E, is a web site that lists the popularity of numerous programming languages based on various criteria. 79 Number one on their list happens to be Python, currently at 19.98%. Number two is C, at 11.55%. 80 At the time of writing this script, Ladder Logic was at number 46 with a 0.28% rating, which put it just below Erlang and just above Haskell. I'm not sure whether that means that Ladder Logic is not as obscure as you thought it was, or whether it means that Erlang and Haskell are in fact more obscure than you thought they were. -------------------- 81 Episode Summary In this episode we covered we covered The early history of computers in industrial control The early history of PLCs, including how they got their name Who the major brands are What they look like physically 82 A basic description of the abstract machine architecture A very brief look at what a PLC program is like The scan concept The main PLC programming languages The minor PLC programming languages The relative popularity of each of the programming languages 83 In the next episode we will take a look at one of the early PLCs from the era when they began seeing widespread use. This PLC was hugely successful and was for many companies the first PLC they used. This is the Allen Bradley PLC2. 84 This has been the second episode in an 8 part series. -------------------- Provide feedback on this episode.

Manufacturing Hub
Ep. 271 - Growing an Oil and Gas Plus Mining Systems Integrator in Alberta with JPI Solutions

Manufacturing Hub

Play Episode Listen Later Aug 27, 2026 71:40


Oil and gas automation runs on royalty accounting as much as process control. Dustin Symes explains how that shapes every SCADA decision JPI Solutions makes.Canadian oil and gas is structured differently than most assume. In the US mineral rights usually sit with individuals, so custody transfer draws a hard line between upstream and midstream. In Canada the provinces hold most rights, so a producer can gather 100 wells into one plant and sell to a pipeline company there. That lands on the automation: much of the SCADA data collection exists to answer who is paying whom and how much royalty is owed. Once a well is drilled, automation might find 5 to 10 percent off nameplate, so the work protects a long production tail rather than chasing throughput.Mining behaves nothing like it. Thinner margins, $100 million capital projects, an hour long elevator ride down, underground space running 20 miles across. Those are small cities: control systems cover substations, air monitoring and lighting as well as conveyors and pumps. Mining clients want programmers on site rather than remote, and they buy for continuity: a major vendor PLC paired with their DCS, meant to last 20 years. Horizontal drilling has rescaled oil and gas, from one well and a dozen sensors to a 32 well pad carrying 300 IO, pushing designs toward redundant PLCs and ring networks. The genuinely new technology lands on the data layer, where MQTT and report by exception are displacing polled Modbus.Dustin set two gates before his first hire: enough cash banked to make that person whole for a month or two, and enough overload to have work worth delegating. He hired out of the instrumentation program at SAIT rather than a 15 year instrument mechanic. When he weighed taking on partners, dozens of people advised against it. He brought in Dan and Brent Lawther anyway in 2018, went from five people that spring to ten by the fall, and says JPI would not exist without them.His hardest won lesson is unglamorous. Communication is the only consistent complaint he has ever had from a customer. Nobody complains about the code. They complain that nobody told them it was finished. On AI, JPI is decompiling Rockwell files into shutdown keys and landing 85 to 90 percent of the way there on a good prompt, and running log analysis across FactoryTalk directory, HMI and historian logs to find real root causes. He expects PLC code to become text so it can be version controlled like software, and customers to treat that as baseline within five years.About Dustin SymesDustin Symes is Chief Technology Officer at JPI Solutions, a Calgary based systems integrator serving oil and gas and mining clients across North America from four offices in Alberta, BC and Saskatchewan. A Red Seal journeyman electrician who moved into automation, he founded JPI in 2017. JPI covers process control from the sensor to the HMI, then up into SCADA and corporate data.https://www.jpisolutions.caTimestamps0:00 Introduction5:50 Why he started JPI Solutions10:50 Oil and gas primer: upstream, midstream, downstream12:50 What makes mining automation different16:10 Where JPI sits in the automation stack28:30 Bigger well pads, redundant PLCs and MQTT41:20 Bringing on partners when nobody recommended it51:10 Communication as the only consistent complaint1:04:40 The future of integration, AI and knowledge graphsReferencesRadical Candor by Kim Scott: https://www.amazon.com/Radical-Candor-Kick-Ass-Without-Humanity/dp/1250103509Creativity, Inc. by Ed Catmull: https://www.amazon.com/Creativity-Inc-Overcoming-Unseen-Inspiration/dp/0812993012ThredCloud: https://www.thredcloud.comAbout Your HostsVladimir Romanov is a co-host of The Manufacturing Hub Podcast and the founder of Joltek, an independent manufacturing and industrial automation consulting firm specializing in modernization strategy, digital transformation, and workforce development. Joltek works with manufacturers and investors to de-risk modernization and build the internal capability to sustain results.Connect with Vlad: https://www.linkedin.com/in/vladromanov/Want to go deeper? Vlad and the team at Joltek have covered related topics here:System Integrators: https://www.joltek.com/blog/system-integratorsPLC Scan Cycles and SCADA Polling: https://www.joltek.com/blog/plc-scan-cycles-polling-scada-systems-dataDave Griffith is a co-host of The Manufacturing Hub Podcast and founder of Capelin Solutions, an industrial automation firm helping manufacturers adopt smart manufacturing technology. He brings 15 years of experience in industrial automation and digital transformation.Connect with Dave: https://www.linkedin.com/in/davegriffith23/Subscribe to Manufacturing Hub: https://www.manufacturinghub.liveLinkedIn: https://www.linkedin.com/company/manufacturing-hub-networkYouTube: https://www.youtube.com/@ManufacturingHub

Automation Ladies
You Can Learn People Skills Like You Learn PLCs with Alice Rystov and Cassy Gardner

Automation Ladies

Play Episode Listen Later Aug 27, 2026 48:23 Transcription Available


Your engineering degree taught you equations. Then your first job asks you to troubleshoot a VFD, commission a skid, and explain the problem to five different people without melting down. That jump is real, and it's exactly what we dig into with Alice Ristoff and Cassie Gardner from eTech Group.We talk about the many on-ramps into controls engineering and industrial automation and why there isn't one “correct” major. Chemical engineering, bioengineering, mechanical, electrical, and even biology backgrounds can thrive when you bring curiosity, solid problem solving, and the willingness to learn PLC programming and SCADA basics. Alice and Cassie share concrete ways to break in, including finding mentors, running informational interviews, and building marketable skills like Ignition SCADA credentials that can help you get your foot in the door.From there, we move to what makes technical teams actually work: active listening versus presuming, validating what you heard, asking clarifying questions, and naming the feelings behind the facts. We also challenge the idea that management is the only path to career growth, talk about handling conflict directly, and share how to support engineers across different generations. You'll also hear honest stories about commissioning, making expensive mistakes, and why ownership plus documentation beats panic every time.If you're trying to enter industrial automation, level up as a controls engineer, or lead better on projects without scope creep, this one is for you. Subscribe, share this with a friend who's breaking into automation, and leave a review so more engineers can find the show.Support the show_________________________________________________________________

Risky Business
Risky Business #850 -- Widespread AI-enabled attacks target Siemens PLCs

Risky Business

Play Episode Listen Later Aug 26, 2026 62:53


On this week's show Patrick Gray and James Wilson are joined by guest co-host Ollie Whitehouse, the CTO of the UK's NCSC, to talk through the week's news, including: Iranian hackers take down a small-scale power generator in the UK Siemens PLCs in critical US sectors are also being targeted… We're stumped on who could be behind that one, too. Microsoft fixed a CVSS 10 deserialisation bug in Entra before someone else found it and owned the planet Prompt injection isn't going away LLMs are deceiving us meat sacks and it's a worry Much, much more… This week's show is brought to you by Okta. VP of Threat Intel Brett Winterford joins the show in this week's sponsor interview to talk James through how the company is turning its plethora of accumulated data into free alerting for its customers. They also chat about Okta's new threat intelligence product line. This episode is also available on YouTube Show notes Iran-linked hackers blamed for cyber-attack that shut down UK power plant | theguardian.com Hackers using AI to target Siemens PLCs in critical US sectors | securityweek.com Defending Against an Active Threat to Siemens S7 Series PLCs | IC3.gov Industry Alerts US charges Iranians for sprawling hacking campaign on government agencies, universities | therecord.media T-Mobile ‘chopped a cable' to expel Chinese hackers from its network | techcrunch.com The long tail of Clop's PTC hack is just beginning to emerge | cyberscoop.com CISA: Medusa ransomware hit over 500 critical infrastructure orgs | BleepingComputer Ransomware disproportionately targets medium-sized firms, straining customer relationships | Cybersecurity Dive Microsoft warns of max severity Entra ID flaw exploited in attacks | BleepingComputer Critical RCE flaw in Windows IKE Extension now actively exploited | BleepingComputer Rust supply chain attack linked to North Korean hackers | securityweek.com Grok exfiltrates user data when malicious instructions are encrypted | arstechnica.com New phishing toolkit uses passkeys to maintain access after password resets | securityweek.com Password spraying attacks surge 155x as hackers exploit MFA gaps | BleepingComputer Hackers compromise 14,500 Dahua web cameras in 35-day campaign | BleepingComputer Hackers infect Android car head units with proxy botnet malware | BleepingComputer ToxicPanda Android malware uses VPN permissions to block Google Play | BleepingComputer New Manic Android malware can exfiltrate data through nearby devices | BleepingComputer Citrix urges admins to patch new NetScaler flaws as soon as possible | BleepingComputer AliExpress caught fingerprinting visitors after sending inaudible sounds to browsers | arstechnica.com EXCLUSIVE: How a Texas student blew the whistle on a rogue AI hacking attempt | reuters.com Detections and customer notifications | Okta Threat Intelligence

Packet Pushers - Full Podcast Feed
NB588: Active Threats Target Siemens PLCs; IBM Chills Qubits With Modular Cryogenics

Packet Pushers - Full Podcast Feed

Play Episode Listen Later Aug 24, 2026 30:44


Take a Network Break! It’s a Red Alert double feature for Oracle’s Internet Directory LDAP server and Cisco’s Secure Workload Software. In tech news, US law enforcement and intelligence agencies release a joint advisory warning of active threats against Siemens PLCs, Marvell wins a deal to make chips for Google that could bring billions in... Read more »

Packet Pushers - Network Break
NB588: Active Threats Target Siemens PLCs; IBM Chills Qubits With Modular Cryogenics

Packet Pushers - Network Break

Play Episode Listen Later Aug 24, 2026 30:44


Take a Network Break! It’s a Red Alert double feature for Oracle’s Internet Directory LDAP server and Cisco’s Secure Workload Software. In tech news, US law enforcement and intelligence agencies release a joint advisory warning of active threats against Siemens PLCs, Marvell wins a deal to make chips for Google that could bring billions in... Read more »

Packet Pushers - Fat Pipe
NB588: Active Threats Target Siemens PLCs; IBM Chills Qubits With Modular Cryogenics

Packet Pushers - Fat Pipe

Play Episode Listen Later Aug 24, 2026 30:44


Take a Network Break! It’s a Red Alert double feature for Oracle’s Internet Directory LDAP server and Cisco’s Secure Workload Software. In tech news, US law enforcement and intelligence agencies release a joint advisory warning of active threats against Siemens PLCs, Marvell wins a deal to make chips for Google that could bring billions in... Read more »

The Robot Report Podcast
How software-defined manufacturing fits into real factory operation

The Robot Report Podcast

Play Episode Listen Later Aug 21, 2026 67:20


Roby Lynn, founder and CEO of R2 Labs, shares how his team is bringing software-defined automation to industrial manufacturing. He explains how the R2 Autonomy Controller connects PLCs, robots, vision systems, MES/ERP software, and other factory assets into one configurable platform. The conversation explores the growing gap between legacy OT systems and modern IT tools, and how R2 Labs is helping manufacturers unify workflows, improve visibility, and add intelligence without replacing the systems they already trust. Roby also reflects on lessons from building a company in a decades-old industry, including the importance of customer feedback, practical design, and solving real problems over chasing “cool” technology. ### Register now for RoboBusiness 2026: https://www.robobusiness.com/

The Daily Scoop Podcast
Federal agencies warn of AI-fueled attacks that pose an ‘active threat' to water and other sectors

The Daily Scoop Podcast

Play Episode Listen Later Aug 21, 2026 7:04


Hackers are targeting water, food, energy, chemical, manufacturing and commercial facilities by taking aim at Siemens S7 Series programmable logic controllers (PLCs) and making use of artificial intelligence in the attacks, U.S. government agencies warned Wednesday. It's the latest government warning about attacks on critical infrastructure as the United States wages war against Iran, which the government blamed for a recent campaign against water and wastewater systems— but doesn't mention in Wednesday's alert. The National Security Agency didn't immediately respond to a request for comment about who was behind the attacks on the PLCs, which are used to control manufacturing processes. The agencies said the attacks were an “active threat,” rather than a theoretical one. The attacks could disrupt critical industrial processes, cause safety incidents or lead to the compromise of sensitive data. Wednesday's alert from the NSA, Cybersecurity and Infrastructure Security Agency, FBI, Energy Department and Environmental Protection Agency makes special note of the hackers using AI-generated exploitation scripts in the attacks. “Using AI to generate exploitation scripts represents an evolution in threat actor capabilities, dramatically reducing the technical expertise and time required to develop working ICS exploitation scripts and malicious tools,” the alert states. “In addition, AI enables adversaries to rapidly leverage additional attack vectors and adapt to defensive measures. Threat actors can easily collect public information about vulnerabilities and weaknesses, find exposed and exploitable PLCs, and use AI-generated scripts to act on that information.” The Defense Innovation Unit has a new, specialized team that's hustling to clear major constraints associated with transitioning proven commercial technologies directly into the military services. “Within one year, we will open co-use classified facilities nationwide, slash cyber authorization timelines by half, and enable agile, end-to-end testing capabilities for young companies desperate to demonstrate,” DIU's Director Owen West wrote in a memorandum unveiling the Bridge Program this week. According to that instruction and a Pentagon press release, DIU's new business unit is charged with “eliminating critical bottlenecks” — explicitly related to security clearances, classified workspace access, and technology testing and accreditations — that have notoriously kept industry-made prototypes from reaching military end users on the frontlines in a timely manner and at scale. DIU's current chief of strategic initiatives, Sarah Pearson, will lead the Bridge Program. Pearson, who formerly served as a Navy officer and technology executive, conceptualized this effort for the unit over the last year. Some of the activities will include establishing a quicker and more reliable tech accreditation portfolio that's enabled by cybersecurity and AI capabilities, and modernizing the military's test and evaluation pipelines. The Daily Scoop Podcast is available every Monday-Friday afternoon. If you want to hear more of the latest from Washington, subscribe to The Daily Scoop Podcast  on Apple Podcasts, Soundcloud, Spotify and YouTube.

Cyber Security Headlines
CISA MLFlow warning, Siemens PLCs warning, CareCloud confirms breach

Cyber Security Headlines

Play Episode Listen Later Aug 21, 2026 8:58


CISA warns of hackers exploiting critical MLflow vulnerability ICS operators warned of AI-driven attacks on Siemens PLCs Electronic health record company CareCloud confirms millions affected by breach Get the show notes here: https://cisoseries.com/cybersecurity-news-cisa-mlflow-warning-siemens-plcs-warning-carecloud-confirms-breach/ Huge thanks to our sponsor, Vanta Risk and regulation ramping up—and customers expect proof of security just to do business. Vanta's automation brings compliance, risk, and customer trust together on one AI-powered platform. So whether you're prepping for a SOC 2 or running an enterprise GRC program, Vanta keeps you secure—and keeps your deals moving. Learn more at vanta.com/ciso.

Manufacturing Hub
Ep. 270 - How to Start a Systems Integrator: Scope, Hiring, and the Bottleneck That Is You

Manufacturing Hub

Play Episode Listen Later Aug 20, 2026 75:05


Most people who start a systems integrator expect to keep doing the engineering. Dylan DuFresne explains why that stops being true inside two years.Ask ten people what a systems integrator is and you get ten answers, so Dylan DuFresne starts from first principles: a third party that connects systems which used to sit isolated. The market then splits in two. One is the generalist who has seen a hundred platforms across a thousand facilities and knows how they behave together. The other is the specialist who lives inside one or two stacks. If you know what you are building, hire the specialist. If you are still deciding, the generalist saves you money.Abelara exists because of a pattern Dylan hit repeatedly during more than a decade inside other integrators. By the time a client calls, the platform is chosen, the budget is set, and the outcome is locked in, even when that platform cannot deliver it. His answer was to move upstream into architecture, change management, and business process work with VPs and C suite sponsors. His first question is always why. Why this site, why this machine, why this platform, and what outcome is attached to it.With no clear scope of work, Abelara declines to bid or sells the consulting engagement that produces one. When scope is fuzzy but workable he prices it all in and writes explicit exclusions and assumptions up front. His test before a proposal is one question: what does done look like. A striking number of buyers cannot answer it. He also corrects an instinct: a $200 sensor may beat a $30,000 camera technically and still be the wrong call, because the expensive option is a known quantity and carries less risk.Scaling gets treated as line balancing applied to a company. Find the bottleneck, find the gap in skills or availability, and staff it. Each hire moves the constraint somewhere new, and the hardest part is emotional: letting go of work you enjoy and are good at. On AI, Dylan predicts integration goes back to being integration. A generation of integrators drifted into custom coding, with companies of 400 and 500 people building MES and SCADA stacks from scratch, and he expects code generation to strip that work away. Writing a tool that pulls PLC data to the cloud is easy. Running it reliably and securely 24/7 for a year is not.About Dylan DuFresneDylan DuFresne is co founder and lead architect at Abelara, a manufacturing transformation firm that works with plants as coach, consultant, and integrator. He spent more than a decade inside systems integrators covering robotics, PLCs, SCADA, HMI, recipe management, and ERP integration before starting Abelara with co founder Glenn. He also wrote The Phantom Pallet, a manufacturing fable about data, trust, and transformation.https://abelara.comTimestamps0:00 Introduction4:30 What a systems integrator actually is9:00 Why Dylan and Glenn started Abelara14:00 Following the customer or picking platforms first20:00 Consulting versus integration work25:00 Why integrators get brought in too late32:00 The $30,000 camera and business trade offs36:30 Scope of work and what does done look like43:20 Handing projects to the team and subcontractors52:10 First hires, bottlenecks, and forecasting57:40 AI and the future of systems integration1:05:40 Predictions, career advice, and booksReferencesThe Phantom Pallet by Dylan DuFresne: https://www.amazon.com/Phantom-Pallet-Manufacturing-Fable-Transformation-ebook/dp/B0GGYCK5PRImpro: Improvisation and the Theatre by Keith Johnstone: https://www.amazon.com/Impro-Improvisation-Theatre-Keith-Johnstone/dp/041346430XAbout Your HostsVladimir Romanov is a co-host of The Manufacturing Hub Podcast and the founder of Joltek, an independent manufacturing and industrial automation consulting firm specializing in modernization strategy, digital transformation, and workforce development. Joltek works with manufacturers and investors to de-risk modernization and build the internal capability to sustain results.Connect with Vlad: https://www.linkedin.com/in/vladromanov/Want to go deeper? Vlad and the team at Joltek have covered related topics here:System Integrators: https://www.joltek.com/blog/system-integratorsConsulting, Upskilling, and Systems Integration: https://www.joltek.com/blog/humble-beginnings-consulting-upskilling-systems-integrationDave Griffith is a co-host of The Manufacturing Hub Podcast and founder of Capelin Solutions, an industrial automation firm helping manufacturers adopt smart manufacturing technology. He brings 15 years of experience in industrial automation and digital transformation.Connect with Dave: https://www.linkedin.com/in/davegriffith23/Subscribe to Manufacturing Hub: https://www.manufacturinghub.liveLinkedIn: https://www.linkedin.com/company/manufacturing-hub-networkYouTube: https://www.youtube.com/@ManufacturingHub

Unplugged: An IIoT Podcast
Native PLC Communication & Why OPC-UA Is Wasting Your CPU

Unplugged: An IIoT Podcast

Play Episode Listen Later Aug 18, 2026 61:45


Every IIoT project starts the same way: you need data out of a PLC. The standard answer is OPC-UA — but what if that protocol is overloading your PLCs, eating bandwidth, and costing you thousands in upsized hardware?In this episode, Christofer Dutz — creator of Apache PLC4X and CEO of ToddySoft GmbH — joins Phil Seboa and Ed Fuentes to explain why speaking the native tongue of your PLCs is faster, cheaper, and more efficient than wrapping everything in OPC-UA. Chris shares how PLC4X pulled 2,600 data points every 200 milliseconds at just 2–3% CPU overhead — compared to OPC-UA choking at 200 data points every two seconds on the same hardware.The conversation covers the origin of PLC4X (a "JDBC for industrial automation"), the not-invented-here syndrome that created today's protocol mess, why open-source adoption in OT is still painfully slow, the role of Apache IoTDB as a time-series storage engine handling 1.5 billion insertions per second, and Chris's new commercial venture ToddySoft — bringing production-grade Rust-based drivers to platforms like Inductive Automation's Ignition.Whether you're an automation engineer drowning in protocol adapters or an IT architect trying to bridge the OT gap, this episode is packed with practical insight from someone who has spent a decade making PLCs talk.Connect with Christofer on LinkedIn: linkedin.com/in/christoferdutzConnect with Phil on LinkedIn: linkedin.com/in/phil-seboaConnect with Ed on LinkedIn: linkedin.com/in/ed-fuentesSign up for the Unplugged newsletter: unpluggediiot.com/newsletterLearn more about ToddySoft: toddysoft.comLearn more about Apache PLC4X: plc4x.apache.org

Manufacturing Hub
Ep. 269 - Siemens Xcelerator Marketplace: Digital Transformation SMB Manufacturers Can Afford

Manufacturing Hub

Play Episode Listen Later Aug 13, 2026 73:53


Siemens says a small manufacturer can start production optimization for $2,000 a year. Martin Valkysers and Flemming Kongsberg explain what that buys you.Most digital transformation advice assumes a budget and an engineering bench most plants do not have. Flemming Kongsberg, who runs the SMB focus inside the Siemens CTO organization, discards the usual revenue and headcount definitions: an SMB is any manufacturer without the skills to absorb a complex digital change, and that includes some very large companies. He describes one customer running 900 devices across 17 locations where 90 percent of the machines are 30 years or older with zero connectivity. Siemens research also found 40 percent of SMB customers have no IT department.Martin Valkysers frames Siemens Xcelerator as the open digital business platform tying hardware, software, data, and services together, with more than 600 partners today. The SMB starter package is where that becomes concrete. Instead of asking a plant with no IT staff to assemble something from hundreds of apps, Siemens curated roughly 10 to 12 into one bundle covering device connectivity, Performance Insight dashboards for OEE and quality, and a slice of Mendix. A partner installed it in a lab in 24 minutes on an ordinary Windows machine, against the roughly 60 hours a traditional Industrial Edge deployment takes. It is $2,000 per year for three machines with the first three months free, and PROFINET, Ethernet/IP, and the standard protocols are supported, so competitor PLCs connect too.The most useful argument here has nothing to do with buying anything. Flemming makes the case that reaching for AI before you own your data is a losing move, because a model built on information everyone else can reach produces no strategic advantage. You also do not need AI to build a Pareto chart of where your quality losses sit. Martin adds the discipline that gets skipped most: be clear about the problem before you pick the tool.About the GuestsMartin Valkysers is Head of US Market Launch and Growth for Siemens Xcelerator, Siemens' open digital business platform spanning industrial, building, grid, and manufacturing sectors. He has been with Siemens roughly 12 years, previously leading a US operations consulting team focused on lean manufacturing.Flemming Kongsberg leads Global Technology Partners at Siemens Digital Industries Software and runs the company's SMB focus in the US. Before Siemens he spent nearly eight years at Amazon Web Services building partner infrastructure and strategic ISV alliances.Timestamps0:00 Introduction2:20 Martin Valkysers on his path to Xcelerator4:20 Flemming Kongsberg from AWS to Siemens SMB7:10 Four challenges facing manufacturers13:40 Why data comes before AI18:00 What Siemens Xcelerator actually is22:30 Partner ecosystem: build, service, sell31:40 Inside the SMB starter package35:50 What the package costs38:20 A 24 minute install and non Siemens PLCs45:50 Redefining what counts as an SMB53:50 The future of industrial marketplacesReferencesGetting Started with Production Optimization: https://www.siemens.com/en-us/products/industrial-edge/production-optimization-get-started/Operational Efficiency Pack for Small Manufacturers: https://news.siemens.com/en-us/siemens-small-manufacturers-operational-efficiency-pack/This episode is sponsored bySiemens is a global technology company operating across industrial automation, digital software, smart infrastructure, and mobility. Siemens Xcelerator is its open digital business platform and marketplace.https://www.siemens.comAbout Your HostsVladimir Romanov is a co-host of The Manufacturing Hub Podcast and the founder of Joltek, an independent manufacturing and industrial automation consulting firm specializing in modernization strategy, digital transformation, and workforce development. Joltek works with manufacturers and investors to de-risk modernization and build the internal capability to sustain results.Connect with Vlad: https://www.linkedin.com/in/vladromanov/Want to go deeper? Vlad and the team at Joltek have covered related topics here:Digital Transformation in Manufacturing: https://www.joltek.com/blog/digital-transformation-in-manufacturingEdge Computing and the AI Value of Manufacturing Data: https://www.joltek.com/blog/edge-computing-ai-value-manufacturing-dataDave Griffith is a co-host of The Manufacturing Hub Podcast and founder of Capelin Solutions, an industrial automation firm helping manufacturers adopt smart manufacturing technology. He brings 15 years of experience in industrial automation and digital transformation.Connect with Dave: https://www.linkedin.com/in/davegriffith23/Subscribe to Manufacturing Hub: https://www.manufacturinghub.liveLinkedIn: https://www.linkedin.com/company/manufacturing-hub-networkYouTube: https://www.youtube.com/@ManufacturingHub

Principal Matters: The School Leader's Podcast with William D. Parker
Cornerstones of Effective Schools with Dr. Darin Thompson – PMP513

Principal Matters: The School Leader's Podcast with William D. Parker

Play Episode Listen Later Aug 12, 2026 49:32


A Quick Note to Listeners: Before this week’s interview, Will Parker and Jen Schwanke take some time to answer a listener question. This week’s question is: I'm wanting to intentionally develop leaders on my team. Ideas or suggestions? Listen in to hear their repsonse! Meet Dr. Darin Thompson: Darin A. Thompson, PhD, is a veteran K–12 leader from Fairfax, Virginia, with nearly 20 years of experience and the founder of Pivotal Leaders Group. A two-time Outstanding Principal of the Year semi-finalist within his region, Dr. Thompson has led transformative school improvement efforts across multiple school divisions, resulting in double-digit gains in student outcomes and significant reductions in achievement gaps for historically underserved populations. A regular presenter at conferences such as NAESP/NASSP's United Conference, Making Schools Work, and the Virginia Alliance of Black School Educators, Dr. Thompson has contributed to Education Week, the Journal of Urban Learning, Teaching, and Research, and other publications. He is the author of The Four Cornerstones of Effective Schools, published by Solution Tree, and a proud member of Kappa Alpha Psi Fraternity, Inc. Effective Schools & the Four Cornerstones: Dr. Thompson's framework centers on the belief that effective schools are built through intentional systems, not isolated initiatives. In The Four Cornerstones of Effective Schools, he outlines how culture, collaboration, and aligned structures work together to support improvement. Rather than chasing new programs, leaders are encouraged to focus on building systems that consistently reinforce high-quality teaching and learning. Dr. Thompson's Educational Journey: Dr. Thompson shares that his path into education was anything but traditional. Initially interested in careers in law and financial planning, he discovered his passion for teaching and was later encouraged by a principal to step into leadership. That encouragement set him on a path that would eventually lead to the principalship and beyond, shaping his belief that leadership development often begins with someone recognizing potential in others. The Pivotal Leader Mindset: A key takeaway from the conversation is the importance of developing a “pivotal leader mindset.” Dr. Thompson explains that school improvement begins with how leaders think. Growth-oriented beliefs, combined with a willingness to examine one's own assumptions, allow leaders to better navigate complex challenges. Without this mindset, even the best strategies can fall short. Limiting Beliefs in Leadership: As the discussion continues, Dr. Thompson highlights how limiting beliefs can quietly undermine progress. Under pressure, leaders may begin to question their own effectiveness or doubt the capabilities of their staff. He emphasizes the importance of confronting these beliefs with evidence and shifting the focus toward building skills and capacity. When leaders change how they think, they change how they lead. School Culture & Staff Support: The conversation reinforces that strong culture is foundational to any improvement effort. Dr. Thompson describes common barriers such as complacency, isolation, and command-and-control leadership, all of which can limit progress. He stresses that support must come before accountability—teachers need clarity, resources, and encouragement before they can be expected to perform at high levels. Diagnosing the Cultural Landscape: Before implementing change, Dr. Thompson encourages leaders to pause and assess their current environment. He introduces three essential elements for a culture of support: clarity, trust, and readiness. Clarity ensures everyone understands the vision, trust builds confidence in leadership, and readiness equips staff with the skills needed to succeed. Skipping this diagnostic step often leads to frustration and failed initiatives. Building Instructional Capacity: Improving instruction requires more than one-time professional development. Dr. Thompson shares strategies for building capacity over time, including job-embedded learning, teacher-led sessions, and consistent feedback. He describes practical approaches like teacher-led “egg camps,” where educators share effective practices based on real classroom data, creating relevance and ownership in the learning process. PLCs & Collaboration: Professional Learning Communities play a critical role in sustaining improvement. Dr. Thompson explains that effective PLCs go beyond logistics and focus on meaningful collaboration around instruction and student outcomes. While resistance is common at first, establishing clear expectations and purpose helps shift teams toward deeper engagement and shared responsibility. Systems for Sustainable Improvement: Throughout the conversation, Dr. Thompson returns to the importance of systems. Strong systems act as guardrails, helping leaders stay focused on priorities and avoid reactive decision-making. By aligning systems with the school's vision, leaders create consistency and momentum, allowing improvement efforts to take root and grow over time. Leadership & Well-Being: The episode concludes with an encouraging message for leaders. Dr. Thompson reminds listeners that meaningful school improvement is possible without burnout. By focusing on systems, maintaining clarity, and prioritizing the right work, leaders can create lasting impact while also sustaining their own well-being. His message is both practical and hopeful—offering a clear path forward for those committed to leading effective schools. Staying Connected: You can stay connected with Dr. Thompson’s work via the following channels: LinkedIn: https://www.linkedin.com/in/drdarinthompson/ Solution Tree contact: https://www.solutiontree.com/darin-a-thompson.html Visit Darin’s website, www.DrDarinThompson.com Follow Darin on Youtube @drdarinthompson Follow Darin on Instagram @drdarinthompson The post Cornerstones of Effective Schools with Dr. Darin Thompson – PMP513 appeared first on Principal Matters.

Blue Security
Critical infrastructure hacks and rogue AI agents

Blue Security

Play Episode Listen Later Aug 11, 2026 54:02


SummaryIn this episode of the Blue Security Podcast, hosts Andy Jaw and Adam Brewer discuss the recent cyberattacks on water systems in Minnesota, attributed to Iran-linked hackers. They explore the vulnerabilities of programmable logic controllers (PLCs) and the broader implications for operational technology (OT) security. The conversation delves into the differences between Iranian and Chinese cyber threats, the limitations of traditional security measures, and the cultural challenges faced by cybersecurity professionals in securing OT environments. The episode concludes with key takeaways and recommendations for improving security in municipal utilities. The conversation delves into recent AI security incidents involving OpenAI and Anthropic, highlighting the implications of these breaches and the need for better operational discipline and regulatory frameworks. The speakers discuss the maturity of AI companies, the human errors leading to security lapses, and the potential risks associated with AI models. They emphasize the importance of treating AI testing environments with the same seriousness as production environments and call for standardized incident reporting in the AI sector.----------------------------------------------------YouTube Video Link: ⁠⁠⁠----------------------------------------------------Documentation: https://cybernews.com/security/minnesota-water-systems-cyberattack-iranian-hackers/https://thehackernews.com/2026/08/over-4400-rockwell-plcs-exposed-online.htmlhttps://www.techspot.com/news/113281-openai-rogue-ai-agent-did-more-than-hack.htmlhttps://thehackernews.com/2026/08/claude-mythos-5-tried-to-backdoor-real.htmlhttps://www.anthropic.com/news/investigating-incidents-cybersecurity-evalshttps://www.aisi.gov.uk/blog/incident-report-unsanctioned-agent-behaviour-during-cyber-testing----------------------------------------------------Contact Us:Website: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://bluesecuritypod.comBluesky: https://bsky.app/profile/bluesecuritypod.comLinkedIn: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://www.linkedin.com/company/bluesecpodYouTube: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://www.youtube.com/c/BlueSecurityPodcast-----------------------------------------------------------Andy JawBluesky: https://bsky.app/profile/ajawzero.comLinkedIn: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://www.linkedin.com/in/andyjaw/Email: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠andy@bluesecuritypod.com⁠----------------------------------------------------Adam BrewerTwitter: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://twitter.com/ajbrewerLinkedIn: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://www.linkedin.com/in/adamjbrewer/Email: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠adam@bluesecuritypod.com

On Your Prep Podcast
Ep 360: Back to School Q&A- What Teachers Are Really Asking Right Now

On Your Prep Podcast

Play Episode Listen Later Aug 11, 2026 7:54


Grab the Secondary Teacher Systems Toolkit here: https://khristenmassic.thrivecart.com/systemstoolkit/?ref=pod Too many preps and not enough time? Let's make your planning period actually work for you. Reserve your spot in the Unit Planning Lab here: https://khristenmassic.thrivecart.com/unit/?ref=podcastPlanning for the next school year? If your day is organized by class period, your planning calendar should be too. Grab my Editable Class Period Calendar here: https://khristenmassic.com/secondarycalendarpodGet the Planning Period Reset Toolkit—a free set of quick-start tools to help you protect your time, focus faster, and finally finish something… even during chaotic school days. https://khristenmassic.com/resetShop my Teachers Pay Teachers store: https://www.teacherspayteachers.com/Store/Khristen-Massic-Cte-Teacher-CoachEver find yourself drowning in bell work ideas, Pinterest boards, and well-meaning Facebook threads about “how do I build a classroom and a teaching system when I don't have one yet?” This episode of The Secondary Teacher Podcast rips the Band-Aid off what's really keeping secondary teachers — especially those with multiple preps or handed a new course to build — up at night.Host Khristen Massic sees you hunting for the next “perfect first day activity” or “engaging bell work” hoping one more idea will finally click and unlock a smooth year. But here's the rub: stockpiling activities isn't the same as running a course with intention. It might feel productive piling up lesson after lesson, but when you wake up in August with nothing but a heap of resources and no roadmap? That's overwhelm disguised as progress.The episode spotlights the real questions teachers are asking in August, not just “What should my bell work be?” or “What do I do if I don't have a curriculum?” but how to legitimately build a teaching system from the ground up. Khristen gets real about her own experiences being dropped into classes with nothing but a few forgotten Google Classroom assignments to start from scratch.Instead of grabbing more activities, Khristen challenges teachers to start with purpose. For example, if you're thinking about bell work, ask yourself — is it there to settle students, recap yesterday, preview today, or boost classroom community? This shift to “why” makes it much easier to choose activities that pull their weight instead of becoming another entry in a never-ending idea graveyard.For teachers walking into a room without a curriculum, she lays down a clear path: pause. Before running off to download someone else's unit, ask yourself, “What should students be able to do by the end of this?” Have your end goal, plan backward, and build pathways that move students from Day One to where they need to be. The curriculum isn't the pile of leftovers from the last teacher. It's the journey you're building for your students.And here's one for anyone wringing their hands over the “perfect” first day lesson: stop worrying about being the most entertaining act. The first day is your shot to let students experience how learning in your class really feels — maybe with a structured discussion, maybe letting them experience your routines, maybe something simple enough a sub could run it. What matters is that day one starts as you mean to go on.There's even a gut-check for those CTE, elective, or multi-course PLCs where everyone teaches something different. Most department meetings nosedive into trading one-off worksheets or projects that don't fit anyone else's subject. But when the table turns to sharing systems — like building discussion habits, troubleshooting tough tasks, or fostering independence — suddenly, every teacher can take away something useful. Activities are only as helpful as the system you drop them into. That's what actually makes classroom routines stick and stops you from reinventing your process every single day.This is a call out and a call up for secondary teachers who want to stop hunting for silver-bullet strategies and start building systems that actually support work life balance. If you're tired of planning from scratch, of ideas with nowhere to live, or of feeling like every choice is a new mountain to climb, this episode is for you.Bottom line: the biggest difference between scrambling and smooth sailing isn't finding more resources. It's nailing down that lesson structure, that repeatable routine, that classroom system. Build it once, let your activities plug in, and planning will never feel as heavy again.Ditch the busywork. Start building what lasts. Let your classroom run itself — and go get your evenings back.

Breach FM - der Infosec Podcast
Flurfunk - US Wasser Betreiber unter Beschuss & Agents gonna agent

Breach FM - der Infosec Podcast

Play Episode Listen Later Aug 11, 2026 46:07


Auch in der Ferienzeit sind wir für euch da, wenn auch mit eher dünner Newslage. Max meldet sich aus dem italienischen Hinterland mit entsprechend italienischer Internetqualität, ich glühe bei 35 Grad in Deutschland. Zu Beginn gibt es ein kurzern Rant über die Marketing-Eskalation der Frontier Labs, bei der gerade jeder das gefährlichste Modell haben muss.Erstes und durchaus ernstes Thema: Seit Ende Juli gab es wohl koordinierte Angriffe auf über 30 kommunale Wassersysteme in Minnesota, mittlerweile sind daneben mindestens zwölf andere Bundesstaaten betroffen. Einfallstor waren dabei wohl unter anderem internet-exponierte PLCs, teils mit Werkspasswörtern. Die Trinkwasserversorgung war nach Aussagen der offiziellen Stellen nicht gefährdet, mehrere Kommunen sind schlicht auf manuellen Betrieb umgestellt. US-Ermittler halten Iran-nahe Akteure für wahrscheinlich verantwortlich, eine formale Attribution gibt es nicht. Trump hat stattdessen medial Governor Tim Walz verantwortlich gemacht, der wiederum auf die ausgedünnte CISA verweist. Beides greift zu kurz: Wenn PLCs offen im Internet stehen, kann man auch mal die Betreiber an der Nase fassen. Der eigentliche Lichtblick war, dass die manuellen Notfallprozesse scheinbar funktioniert haben.Zweites Thema, dabei deutlich unterhaltsamer: Ein Mann aus Melbourne bat seinen OpenClaw-Agenten mit Claude, ihn in einen beliebten Fitnesskurs einzubuchen. Der Agent fand eine Schwachstelle im Buchungssystem, buchte Kurse Monate im Voraus, und als er nach einer besseren Warteliste-Position gefragt wurde, stornierte er die Reservierung der Person auf Platz eins. Die API hatte keinerlei Autorisierungsprüfung für fremde Buchungen. Niemand hatte dem Agenten gesagt, dass er das nicht tun soll, und Subtext versteht so ein System nicht.Zwölf Bundesstaaten melden Angriffe auf Wassersysteme (CBS News) https://www.cbsnews.com/news/more-states-water-systems-cyberattacks-iran-backed-hackers/CISA Advisory: Iranische Akteure und PLCs https://www.tenable.com/blog/coordinated-cyberattack-on-minnesota-water-utilities-what-you-need-to-knowKI-Agent hackt Fitnessstudio-Buchungssystem (ABC News) https://www.abc.net.au/news/2026-08-10/ai-agent-hacks-gym-booking-system/106051234

Teach Me, Teacher
#419 Whole Book Comprehension with Jennifer Serravallo (Season X Finale pt.2)

Teach Me, Teacher

Play Episode Listen Later Aug 10, 2026 40:58


In this episode, Jacob Chastain sits down with Jennifer Serravallo to discuss Whole Book Comprehension and why knowledge building, sustained reading, and deep comprehension deserve a renewed place in today's classrooms. Together, they explore how literacy instruction has shifted over the past decade, why whole-book reading has become less common, and whether today's emphasis on knowledge-rich instruction is something new—or a return to what we've always known works. Jennifer also shares practical strategies for making whole-book teaching fit into real classrooms, how it connects with shorter texts and excerpts, and ways teachers and PLCs can begin strengthening comprehension instruction this school year. Whether you're a classroom teacher, coach, or school leader, this conversation will challenge the way you think about reading—and give you practical ideas you can use right away. **Announced in this episode is the new podcast from Jacob Chastain, The Golden Table. Click here to listen now.  Jennifer Serravallo is the author ofThe New York Times' bestselling The Reading Strategies Book 2.0 and The Writing Strategies Book. These and some of her other titles have been translated into Spanish, French, Italian, and Chinese. Her popular books and resources help teachers make goal-directed, responsive, explicit strategy instruction doable in every classroom. Her newest titles are The Reading Strategies Book 2.0; Teaching Writing in Small Groups; A Teacher's Guide to Reading Conferences, and the assessment and teaching resource Complete Comprehension for Fiction and Nonfiction.

AMERICA OUT LOUD PODCAST NETWORK
Cyberattacks, contamination, and a fight for our water supply

AMERICA OUT LOUD PODCAST NETWORK

Play Episode Listen Later Aug 10, 2026 57:00 Transcription Available


The Prism of America's Education with Host Karen Schoen – In late July 2026, cyberattacks targeted water and wastewater systems across at least seven U.S. states, with the FBI confirming incidents that in some cases degraded operations. Attackers hacked internet programmable logic controllers (PLCs), causing temporary disruptions such as loss of remote monitoring and control...

Control Intelligence
Top 20 practices for securing PLCs from cyberthreats

Control Intelligence

Play Episode Listen Later Aug 10, 2026 20:43


In this episode of Control Intelligence, editor in chief Mike Bacidore spoke to Jagannathan Raghunathan, director of cyberphysical security services at Bureau Veritas, about the recent CISA alert. Raghunathan is also co-chair of the PLC Security Top 20 List. In this interview, he outlines how the PLC Security Top 20 List addresses programmable logic controller (PLC) vulnerabilities by offering practical, engineering-focused guidance across the hardware lifecycle.

Control Intelligence
What happened with the CISA wastewater cybersecurity alert?

Control Intelligence

Play Episode Listen Later Aug 6, 2026 21:03


The Cybersecurity & Infrastructure Security Agency (CISA) issued an alert on July 30 regarding a significant increase in cyber threat actors targeting programmable logic controllers (PLCs) in the water/wastewater sector. In this episode of Control Intelligence, Control Design's longest standing columnist, automation industry veteran Jeremy Pollard, spoke with Mike Bacidore about the vulnerabilities of PLCs; the evolution of their connectivity to the Internet; the use of virtual private networks (VPNs) and gateways; and what machine builders can learn from this to keep industrial equipment secure.

The Industrial Talk Podcast with Scott MacKenzie
Zohar Kantor with PLCs.ai

The Industrial Talk Podcast with Scott MacKenzie

Play Episode Listen Later Aug 5, 2026 46:39 Transcription Available


Industrial Talk is talking to Zohar Kantor, Co-Founder at PLCs.ai about "Converting PLC code into plain-language operational intelligence". The conversation highlights the importance of the Barcelona Cybersecurity Congress from November 3-5, 2023, and the need for cybersecurity professionals to attend. Scott Mackenzie emphasizes the significance of industrial professionals telling their stories and leveraging AI to enhance their operations. Zohar Kantor from PLCs AI discusses their platform, which simplifies PLC programming and diagnostics, reducing downtime and improving efficiency. Kantor stresses the importance of trust in AI solutions and the need to empower employees rather than replace them. The platform offers code optimization and documentation, aiming to support manufacturers in maintaining and optimizing their automation systems. Outline Barcelona Cybersecurity Congress Announcement Scott introduces the Barcelona Cybersecurity Congress, emphasizing its importance for cybersecurity professionals.The event is scheduled for November 3-5 in Barcelona, with networking opportunities and expert discussions.Scott mentions their own participation and encourages listeners to mark their calendars.The event aims to provide valuable insights and connections within the cybersecurity industry. Introduction to Industrial Talk Podcast Scott praises industrial professionals for their boldness, bravery, and problem-solving skills.The conversation shifts to Zohar Kantor and his company, PLCs AI, which simplifies PLC programming and provides greater insights.Scott shares their experience teaching PLCs at a technical college and expresses support for Zohar's solution. Importance of Telling Your Story Scott emphasizes the need for companies to tell their stories through AI platforms.They discuss the critical role of storytelling in business success and social presence.Scott shares their experience of countless conversations with industry professionals and the importance of amplifying messages.The conversation highlights the challenges of finding, retaining, and inspiring people in the industry. Challenges in the Industry and the Role of AI Scott identifies people-related challenges as the real impact on the industry, including finding, retaining, and inspiring talent.They discuss the importance of creating a resilient business culture and the role of leaders in inspiring their teams.Scott introduces the concept of a "high beer factor," emphasizing the need for authenticity and relatability in communication.The conversation touches on the importance of persistence and the role of media companies like Industrial Talk in supporting industrial professionals. Zohar Kantor's Background and PLCs AI Zohar Kantor, introduces himself and his company, PLCs AI, which focuses on simplifying PLC programming and providing greater insights.Zohar shares his experience joining a startup in 2017 that brought defect inspection based on AI to industrial manufacturing.He discusses the challenges of integrating AI with legacy PLC technology and the need to simplify the process for engineers.Zohar explains the concept of PLCs AI and its mission to open up the "black box" of PLCs, allowing engineers to understand and diagnose issues more effectively. PLCs AI's Solutions and Use Cases Zohar describes how PLCs AI helps maintenance engineers diagnose and resolve issues by guiding them through the process.The platform allows engineers to query and diagnose issues from the HMI in plain language, reducing downtime and costs.Zohar explains the concept of "explain" and "generate" use cases, where the platform helps engineers understand and resolve issues quickly.The platform also provides recommendations for code optimization and ensures compliance with industry standards. PLCs AI's Impact on New Lines and Commissioning Zohar discusses the role of PLCs AI in the commissioning process, helping manufacturers document and optimize new lines.The platform ensures that documentation is generated throughout the code on a line basis, making it easier for maintenance and operation teams to manage the line over its lifespan.Zohar highlights the importance of documentation in the life cycle of a line, where 85-90% of the costs are incurred in maintenance and retrofitting.The platform aims to support manufacturers in maintaining their brownfield with legacy PLCs, ensuring smooth operations and reducing downtime. Challenges and Opportunities in the Market Zohar identifies the need to gain trust from engineers and experts in the conservative manufacturing industry.He emphasizes the importance of trust in human-to-platform connections and the role of PLCs AI in empowering employees.The conversation touches on the broader impact of AI on the workforce, with a focus on efficiency and productivity rather than job replacement.Zohar shares insights from top-notch manufacturers who approach PLCs AI for solutions to their automation challenges. Conclusion and Contact Information Scott wraps up the conversation, expressing admiration for Zohar's passion and the potential of PLCs AI.Zohar provides contact information for PLCs AI, encouraging listeners to reach out and try the platform.Scott reiterates the importance of telling one's story and the role of Industrial Talk in supporting industrial professionals.The conversation ends with a reminder of the upcoming Barcelona Cybersecurity Congress and the importance of staying connected and informed. If interested in being on the Industrial Talk show, simply contact us and let's have a quick conversation. Finally, get your exclusive free access to the Industrial Academy and a series on “Why You Need To Podcast” for Greater Success in 2026. All links designed for keeping you current in this rapidly changing Industrial Market. Learn! Grow! Enjoy! ZOHAR KANTOR'S CONTACT INFORMATION: Personal LinkedIn: https://www.linkedin.com/in/zohar-kantor/ Company LinkedIn: https://www.linkedin.com/company/plcs-ai/ Company Website: https://www.plcs.ai/ PODCAST VIDEO: https://youtu.be/L7_rht_jTOc THE STRATEGIC REASON "WHY YOU NEED TO PODCAST": OTHER GREAT INDUSTRIAL RESOURCES: NEOM: https://www.neom.com/en-us Hexagon: https://hexagon.com/ Arduino: https://www.arduino.cc/ Fictiv: https://www.fictiv.com/ Hitachi Vantara: https://www.hitachivantara.com/en-us/home.html Industrial Marketing Solutions:  https://industrialtalk.com/industrial-marketing/ Industrial Academy: https://industrialtalk.com/industrial-academy/ Industrial Dojo: https://industrialtalk.com/industrial_dojo/ We the 15: https://www.wethe15.org/ YOUR INDUSTRIAL DIGITAL TOOLBOX: LifterLMS: Get One Month Free for $1 – https://lifterlms.com/ Active Campaign: Active Campaign Link Social Jukebox: https://www.socialjukebox.com/ Business Beatitude the Book Do you desire a more joy-filled, deeply-enduring sense of accomplishment and success? Live your business the way you want to live with the BUSINESS BEATITUDES...The Bridge connecting sacrifice to success. YOU NEED THE BUSINESS BEATITUDES! TAP INTO YOUR INDUSTRIAL SOUL, RESERVE YOUR COPY NOW! BE BOLD. BE BRAVE. DARE GREATLY AND CHANGE THE WORLD. GET THE BUSINESS BEATITUDES!

Teach Me, Teacher
#418 Whole Book Comprehension with Jennifer Serravallo (Season X Finale pt.1)

Teach Me, Teacher

Play Episode Listen Later Aug 3, 2026 27:48


In this episode, Jacob Chastain sits down with Jennifer Serravallo to discuss Whole Book Comprehension and why knowledge building, sustained reading, and deep comprehension deserve a renewed place in today's classrooms. Together, they explore how literacy instruction has shifted over the past decade, why whole-book reading has become less common, and whether today's emphasis on knowledge-rich instruction is something new—or a return to what we've always known works. Jennifer also shares practical strategies for making whole-book teaching fit into real classrooms, how it connects with shorter texts and excerpts, and ways teachers and PLCs can begin strengthening comprehension instruction this school year. Whether you're a classroom teacher, coach, or school leader, this conversation will challenge the way you think about reading—and give you practical ideas you can use right away. Jennifer Serravallo is the author ofThe New York Times' bestselling The Reading Strategies Book 2.0 and The Writing Strategies Book. These and some of her other titles have been translated into Spanish, French, Italian, and Chinese. Her popular books and resources help teachers make goal-directed, responsive, explicit strategy instruction doable in every classroom. Her newest titles are The Reading Strategies Book 2.0; Teaching Writing in Small Groups; A Teacher's Guide to Reading Conferences, and the assessment and teaching resource Complete Comprehension for Fiction and Nonfiction.

Cyber Security Headlines
UK investments agency breach, CISA water warning, Anthropic rogue threesome

Cyber Security Headlines

Play Episode Listen Later Aug 3, 2026 7:36


UK's state investments agency suffers data breach CISA tells utilities to remove internet-exposed PLCs following Minnesota attacks Anthropic says its AI hacked real-world companies in three incidents Get the show notes here: https://cisoseries.com/cybersecurity-news-cybersecurity-news-uk-investments-agency-breach-cisa-water-warning-anthropic-threesome/ Huge thanks to our episode sponsor, ThreatLocker AI is helping attackers research targets, create malicious code, and adapt faster. But the fundamentals have not changed. Code still needs to execute, applications still need access, and attackers still need privileges. Today's tip: control those actions instead of trying to predict every threat. Learn more from ThreatLocker at threatlocker.com/ciso.  

Paul's Security Weekly
Deep Fakes, Molten Salt, PLCS, Checkpoint, Hugging Face, CENTOS, Josh Marpet and More - SWN #602

Paul's Security Weekly

Play Episode Listen Later Jul 28, 2026 35:19


Deep Fakes, Molten Salt, PLCS, Checkpoint, Hugging Face, CENTOS, Josh Marpet, and More on the Security Weekly News. Visit https://www.securityweekly.com/swn for all the latest episodes! Show Notes: https://securityweekly.com/swn-602

Paul's Security Weekly TV
Deep Fakes, Molten Salt, PLCS, Checkpoint, Hugging Face, CENTOS, Josh Marpet and More - SWN #602

Paul's Security Weekly TV

Play Episode Listen Later Jul 28, 2026 35:19


Deep Fakes, Molten Salt, PLCS, Checkpoint, Hugging Face, CENTOS, Josh Marpet, and More on the Security Weekly News. Show Notes: https://securityweekly.com/swn-602

Hack Naked News (Audio)
Deep Fakes, Molten Salt, PLCS, Checkpoint, Hugging Face, CENTOS, Josh Marpet and More - SWN #602

Hack Naked News (Audio)

Play Episode Listen Later Jul 28, 2026 35:19


Deep Fakes, Molten Salt, PLCS, Checkpoint, Hugging Face, CENTOS, Josh Marpet, and More on the Security Weekly News. Visit https://www.securityweekly.com/swn for all the latest episodes! Show Notes: https://securityweekly.com/swn-602

Hack Naked News (Video)
Deep Fakes, Molten Salt, PLCS, Checkpoint, Hugging Face, CENTOS, Josh Marpet and More - SWN #602

Hack Naked News (Video)

Play Episode Listen Later Jul 28, 2026 35:19


Deep Fakes, Molten Salt, PLCS, Checkpoint, Hugging Face, CENTOS, Josh Marpet, and More on the Security Weekly News. Show Notes: https://securityweekly.com/swn-602

Coaching the Whole Educator
#196: The "We vs. Me" Test: Why the Same Staff Meeting Energizes Some Teachers and Drains Others (with Dr. Sheldon Eakins)

Coaching the Whole Educator

Play Episode Listen Later Jul 18, 2026 23:19


Send us Fan MailWhat if the pushback you're getting from teachers isn't about the initiative at all, but about a hidden cultural mismatch in how your school defines belonging?In this episode of Coaching the Whole Educator, Becca Silver sits down with Dr. Sheldon Eakins, author of Meaningful Classroom Management, What Are You Bringing to the Potluck?, and Leading Equity, to explore a dimension of belonging that rarely gets airtime in school leadership conversations: individualism versus collectivism.Dr. Eakins explains why American schools are built around individualist norms (GPAs, valedictorians, teacher of the month, "stay in your classroom") while many students and staff come from collectivist backgrounds where success is defined by "we," not "me." When leaders don't recognize this mismatch, the result looks like resistance, disengagement, and retention problems.In this episode, you'll learn:How individualism vs. collectivism shows up in staff meetings, PLCs, and professional development, and why "sit and get" works for some educators and alienates othersDr. Eakins' LENS framework for leaders: Look for biases, Examine communication, Notice group dynamics, Shift perspectiveHow to separate facts from interpretations when you catch yourself labeling a colleague "rude" or "disengaged"Why introversion and extroversion are NOT the same as individualism and collectivismPractical ways to design staff culture that balances individual recognition with collective connectionThis conversation is essential listening for instructional coaches, principals, and district leaders working on teacher retention, staff culture, psychological safety, and buy-in for change initiatives.Grab your copy of

Manufacturing Hub
Ep. 266 - Automate 2026 Reality Check: AI, Virtual PLCs, Ignition, and Plant Modernization

Manufacturing Hub

Play Episode Listen Later Jul 18, 2026 87:57


After several weeks away from the podcast, Dave Griffith and Vladimir Romanov return to Manufacturing Hub to unpack their experiences at Automate 2026 and discuss what the event revealed about the current state of industrial automation.Automate showcased an enormous range of robotics, industrial AI, machine vision, software, cloud connectivity, and emerging automation technology. However, some of the most revealing conversations were not about futuristic factories. They were about PLC 5 migrations, aging SLC systems, obsolete PanelView terminals, industrial networks, basic data collection, and how platforms such as Ignition actually connect to plant floor equipment.Vlad shares what he learned from demonstrating a complete packaging line environment built around a CompactLogix PLC, an industrial computer, Ignition, and production performance data. The demonstration was designed to show how manufacturers can use OEE, downtime information, and machine states to identify production bottlenecks and determine where capital investment could deliver the greatest return. Instead, many attendees wanted to understand the underlying architecture, where Ignition runs, how it connects to PLCs, what protocols are required, and whether it can replace traditional HMI and SCADA platforms.Dave discusses his experience inside the Ignition ecosystem booth, the FactoryStack cloud demonstration, the advantages of MQTT in a difficult trade show network environment, and his Automate panel on software defined automation and the factory of the future. He also introduces Elephant, an industrial log analysis and contextualization tool being developed to help users identify meaningful patterns across Ignition gateways, reduce system noise, compare facilities, and diagnose intermittent problems.The conversation then moves across the industrial automation stack. Dave and Vlad examine virtual PLCs from Siemens, Phoenix Contact, and other vendors, including where software based control may provide value and where it may add unnecessary organizational complexity. They discuss AI generated PLC code, the limitations of translating functional specifications into reliable control applications, and why tools that produce 80 or 90 percent of an automation solution still require experienced engineers to validate the final result.They also explore AI assisted HMI and SCADA development, Ignition 8.3, MCP servers, high performance HMI design, and the risks of providing AI agents with uncontrolled access to production systems. At the MES layer, they question whether manufacturers should build custom applications through vibe coding or focus instead on creating clean, contextualized, well governed data that can support many future applications.The central conclusion is that AI tools, virtual controllers, cloud platforms, and dynamically generated applications will continue to improve. However, manufacturers still need reliable controls, secure networks, maintainable architectures, experienced people, and ownership of their operational data. The companies that establish those foundations today will have the greatest freedom to adopt whatever technologies emerge next.Dave and Vlad also preview the 2026 Ignition Community Conference in Sacramento, upcoming Manufacturing Hub conversations, new demonstrations, and several projects the community will see throughout the remainder of the year.Join us for a detailed and candid discussion about Automate 2026, Ignition, industrial AI, virtual PLCs, HMI and SCADA development, MES, MQTT, data architecture, and what manufacturers should prioritize next.

Automation Ladies
The Skills Gap Is Your Fault with Matt Kirchner

Automation Ladies

Play Episode Listen Later Jul 16, 2026 66:14 Transcription Available


“Manufacturing is still the place where you can start out sweeping the floor and end up running the company” is a bold claim, so we brought on someone who has lived the full arc. I'm joined by Matt Kirkner from the Tech Ed Podcast to unpack how advanced manufacturing, industrial automation, and technical education can still deliver real upward mobility and why the American dream is less about nostalgia and more about building better opportunities for the next generation. We get practical about what has to change inside manufacturing companies to make that promise believable: clean and modern plants, serious attention to safety, and a culture that treats people as long-term investments rather than quarterly expenses. Matt shares why layoffs for convenience poison trust, how “destination employer” thinking improves workforce retention, and the non-obvious reasons employees stay: they like their coworkers, feel respected and heard, have freedom from micromanagement, and believe in a mission that goes beyond profit. On the education and workforce development side, we dig into the real gap between what industry needs and what students learn, including why exposure must start early, especially for girls who often self-select out of STEM by middle school. We also talk Industry 4.0 and digital transformation in plain terms, from smart sensors at the edge to PLCs and HMIs, OT cybersecurity, and how applied AI is showing up in robotics, drones, and modern manufacturing systems. If you care about building a stronger manufacturing workforce or you're carving out your own path in automation, listen, share this with a friend in the field, and leave a review so more people can find the show.__________________________________________________________________

Making Math Moments That Matter
The Two-Level Math Training You Haven't' Yet Considered To Strengthen An Entire District

Making Math Moments That Matter

Play Episode Listen Later Jul 13, 2026 34:02


If you've ever wondered what to actually do during small group time in math, this episode will give you a clear and practical way to support students without lowering expectations.We built a simple Math Coherence Compass to help district and school leaders make aligned decisions around math—without adding another initiative. Get your free copy and training here https://makemathmoments.com/coherence-compass/Not sure what matters most when designing math improvement plans? Take this assessment and get a free customized report: https://makemathmoments.com/grow/ Math coordinators and leaders – Ready to design your math improvement plan with guidance, support and using structure? Learn how to follow our 4 stage process. https://growyourmathprogram.com Looking to supplement your curriculum with problem-based lessons and units? Make Math Moments Problem Based Lessons & Units Yvette's Summer Task List.Many school systems want better mathematics outcomes, but few struggle because of a lack of effort. More often, the challenge is figuring out how to create meaningful change at scale—without overwhelming teachers, coaches, and leaders along the way.After a year of working alongside a large multi-level school system, several important lessons emerged. Sustainable improvement requires more than strong professional development sessions or clear messaging. It requires intentional systems for support, clear priorities, strategic use of coaching resources, and a realistic understanding of how change spreads through an organization. The work isn't about reaching everyone with the same level of support. It's about creating coherence through Tier 1 structures while strategically investing Tier 2 support where it can create the greatest long-term impact. Perhaps most importantly, it means designing for the reality that people constantly move through the system—what works today must continue working even as staff, leaders, and teams change over time. In this episode, you'll explore:Why professional learning should be designed through Tier 1 and Tier 2 support structuresHow to identify high-leverage groups for intensive coaching and supportThe importance of "facilitating the facilitators" in large systemsWhy clarity around the "why" matters more than who sets the goalHow coaching, PLCs, and instructional leadership can create scalable changeThe role of bright spots, leverage points, and compounding growthWhy every improvement plan must account for the "Ferris wheel" reality of staff movementIf you're responsible for leading mathematics improvement in a school, district, or system, this episode will help you think more strategically about where to focus your energy, how to scale your impact, and how to build change that lasts beyond any one individual or initiative.Show Notes PageLove the show? Text us your big takeaway!Get a Customized Math Improvement Plan For Your District.Are you district leader for mathematics? Take the 12 minute assessment and you'll get a free, customized improvement plan to shape and grow the 6 parts of any strong mathematics program.Take the assessmentAre you wondering how to create K-12 math lesson plans that leave students so engaged they don't want to stop exploring your math curriculum when the bell rings? In their podcast, Kyle Pearce and Jon Orr—founders of MakeMathMoments.com—share over 19 years of experience inspiring K-12 math students, teachers, and district leaders with effective math activities, engaging resources, and innovative math leadership strategies. Through a 6-step framework, they guide K-12 classroom teachers and district math coordinators on building a strong, balanced math program that grows student and teacher impact. Each week, gain fresh ideas, feedback, and practical strategies to feel more confident and motivate students to see the beauty in math. Start making math moments today by listening to Episode #139: "Making Math Moments From Day 1 to 180.

Control Intelligence
Uses for industrial PCs vs. PLCs

Control Intelligence

Play Episode Listen Later Jul 13, 2026 6:30


Hardware independence is what PC-based control promised back in the 1990s. You can run any software on any hardware you choose. In this episode of Control Intelligence, written by contributing editor Jeremy Pollard, editor in chief Mike Bacidore compares the uses of PLCs and industrial PCs.

The Industrial Talk Podcast with Scott MacKenzie
Nasarg Shah with Martinrea International

The Industrial Talk Podcast with Scott MacKenzie

Play Episode Listen Later Jul 7, 2026 18:21 Transcription Available


Industrial Talk is onsite at Xcelerate 2026 and talking to Nisarg Shah, Maintenance/Planner Engineer at Martinrea International about "eMaint platform deployment". Overview Nisarg Shah, a maintenance planner at Martinrea, discussed his experiences with Fluke's eMaint software at the Xcelerate 2026 event. Initially, the challenge was getting employees to use tablets for data entry. Nisarg overcame this by daily encouragement and teaching. The next challenge was integrating eMaint with the existing email system to automate data collection. They now focus on pulling data directly from PLCs, including temperature readings and cycle counts. Nisarg highlighted the benefits of meter-based PM, which significantly reduced breakdowns. He also mentioned using acoustic imaging for leak detection, saving money on maintenance. Outline Fluke's Xcelerate Event Overview Scott introduces the Industrial Talk podcast, sponsored by Fluke, highlighting the Xcelerate event in Austin, Texas.The event featured high-energy keynotes, hands-on predictive maintenance tools, and breakthrough AI diagnostics.Xcelerate proved to be a launch pad for smarter, faster, and more reliable operations.Listeners are encouraged to visit fluke.com for more information. Introduction to Nisarg Shah and His Role Scott welcomes Nisarg Shah, a maintenance planner at Martinrea, a tier-one supplier to the automotive industry.Nisarg started with Martinrea as a student at the University of Windsor, where he worked on deploying eMaint at the facility.Nisarg has been with the company for four years, and the company has been in operation for about 30 years.The company specializes in stamping and welding, and Nisarg is responsible for implementing and managing eMaint. Challenges and Implementation of eMaint Nisarg faced challenges in getting employees to use tablets for data entry, as they were not tech-savvy.The initial challenge was convincing employees to enter data accurately, which was previously done via email.Nisarg addressed the issue by continuously teaching and pushing employees to enter data correctly.The company needed a better way to manage assets and prevent breakdowns, leading to the implementation of eMaint. Integration and Data Collection Nisarg discusses the next challenge of integrating eMaint with the existing email system to collect better data.The goal is to get direct data from the PLCs instead of manual data entry.The company is currently working on integrating temperature readings, cycle counts, and PM calendars.Plans include installing vibration sensors and thermocouples on a new 3000-ton press to collect more comprehensive data. Impact of AI and Advanced Technologies Nisarg is impressed by the AI version of eMaint , which can build on existing data to provide more accurate predictions.AI can help in quickly accessing manuals and specific pages, reducing the need to scour through lengthy documents.The company is also using acoustic imaging to detect leaks, saving money on maintenance.Nisarg highlights the benefits of using AI and advanced technologies to improve operational efficiency and reduce downtime. Benefits of Meter-Based PM Nisarg emphasizes the effectiveness of meter-based PM, which helps in predicting and preventing breakdowns.Meter-based PM allows for better data collection and analysis, leading to improved asset management.The company has seen significant improvements in reliability and reduced downtime by using meter-based PM.Nisarg recommends integrating all assets with eMaint to achieve even better results. Conclusion and Contact Information Nisarg shares his contact information, inviting listeners to connect with him on LinkedIn.Scott thanks Nisarg for sharing his experiences and insights on the podcast.The podcast wraps up with a reminder to visit fluke.com for more information on Fluke's solutions and services.Speaker 1 encourages listeners to tell their industrial stories and stay engaged with the Industrial Talk podcast. If interested in being on the Industrial Talk show, simply contact us and let's have a quick conversation. Finally, get your exclusive free access to the Industrial Academy and a series on “Why You Need To Podcast” for Greater Success in 2026. All links designed for keeping you current in this rapidly changing Industrial Market. Learn! Grow! Enjoy! NISARG SHAH'S CONTACT INFORMATION: Personal LinkedIn: https://www.linkedin.com/in/nisarg-shah-475395128/ Company LinkedIn: https://www.linkedin.com/company/martinreainternational/ Company Website: https://www.martinrea.com/ PODCAST VIDEO: https://youtu.be/pP6IU-m4eaA THE STRATEGIC REASON "WHY YOU NEED TO PODCAST": OTHER GREAT INDUSTRIAL RESOURCES: NEOM: https://www.neom.com/en-us Hexagon: https://hexagon.com/ Arduino: https://www.arduino.cc/ Fictiv: https://www.fictiv.com/ Hitachi Vantara: https://www.hitachivantara.com/en-us/home.html Industrial Marketing Solutions:  https://industrialtalk.com/industrial-marketing/ Industrial Academy: https://industrialtalk.com/industrial-academy/ Industrial Dojo: https://industrialtalk.com/industrial_dojo/ We the 15: https://www.wethe15.org/ YOUR INDUSTRIAL DIGITAL TOOLBOX: LifterLMS: Get One Month Free for $1 – https://lifterlms.com/ Active Campaign: Active Campaign Link Social Jukebox: https://www.socialjukebox.com/ Industrial Academy (One Month Free Access And One Free License For Future Industrial Leader): Business Beatitude the Book Do you desire a more joy-filled, deeply-enduring sense of accomplishment and success? Live your business the way you want to live with the BUSINESS BEATITUDES...The Bridge connecting sacrifice to success. YOU NEED THE BUSINESS BEATITUDES! TAP INTO YOUR INDUSTRIAL SOUL, RESERVE YOUR COPY NOW! BE BOLD. BE BRAVE. DARE GREATLY AND CHANGE THE WORLD. GET THE BUSINESS BEATITUDES! Reserve My Copy and My 25% Discount

@BEERISAC: CPS/ICS Security Podcast Playlist
OT Cybersecurity That Works: Defense in Depth, AI Risks & Protecting Critical Infrastructure

@BEERISAC: CPS/ICS Security Podcast Playlist

Play Episode Listen Later Jul 1, 2026 44:34


Podcast: PrOTect It All (LS 27 · TOP 10% what is this?)Episode: OT Cybersecurity That Works: Defense in Depth, AI Risks & Protecting Critical InfrastructurePub date: 2026-06-29Get Podcast Transcript →powered by Listen411 - fast audio-to-text and summarizationWhen it comes to OT cybersecurity, the fundamentals still matter - even in the age of AI. In this episode of Protect It All, host Aaron Crow sits down with Caleb Davis for a practical discussion on securing industrial environments where uptime, safety, and resilience are non-negotiable. From legacy control systems and tight budgets to AI-powered threats and open-source security tools, Aaron and Caleb explore the real challenges organizations face every day - and the strategies that deliver meaningful protection without requiring massive investments. A major focus of the conversation is defense in depth: building multiple layers of protection, fostering trust between IT and OT teams, and strengthening foundational cybersecurity practices before chasing the latest technology. You'll learn: Why defense in depth remains the cornerstone of OT cybersecurity How to improve security in legacy industrial environments Practical ways to strengthen OT security - even with limited budgets Why asset inventory, segmentation, and basic cyber hygiene still matter most How AI is changing both offensive and defensive cybersecurity The importance of trust and collaboration between IT, engineering, and operations Whether you're responsible for manufacturing, utilities, water treatment, energy, or any critical infrastructure environment, this episode delivers practical strategies you can apply immediately. Tune in to learn how layered defenses, strong relationships, and proven fundamentals create resilient OT security programs - only on Protect It All. Key Moments:  05:41 PLCs and network security challenges 07:24 Challenges in Updating OT Systems 11:33 Impact of Downtime on Security 16:03 Using affordable cybersecurity tools 19:14 Building Trust in Business Deals 23:01 Security challenges in medical devices 25:49 Trust and IT implementation risks 28:35 Using AI for safer software updates 31:05 Cybersecurity best practices for plants 33:40 Balancing Security Costs and Business Needs 37:50 Nurturing OT like raising kids 41:20 AI and cybersecurity concerns About the guest : Caleb Davis is a founding member of SolaSec, a cybersecurity consulting firm specializing in advanced penetration testing for embedded and connected systems. Based in Dallas/Fort Worth, he holds a degree in Electrical Engineering from the University of Texas at Tyler and is a patent-holding expert with vast experience in hardware and firmware security. Caleb leads deep technical assessments across a range of high-impact industries, including medical devices, automotive, industrial control systems, ATMs and financial terminals, aerospace components, and consumer electronics. His work focuses on secure design, trusted boot processes, cryptographic implementations, and threat modeling, helping organizations integrate security throughout the development lifecycle and align with industry and regulatory standards. How to connect Celeb : SolaSec: https://solasec.io  LinkedIn: https://www.linkedin.com/in/caleb-davis-400439100/  OTPCAP (OT PCAP analysis tool): https://github.com/SolaSec/otpcap Learn more about PrOTect IT All: Email: info@protectitall.co  Website: https://protectitallpod.com/ep112 X: https://twitter.com/protectitall  YouTube: https://www.youtube.com/@PrOTectITAll  FaceBook:  https://facebook.com/protectitallpodcast To be a guest or suggest a guest/episode, please email us at info@protectitall.co Please leave us a review on Apple/Spotify Podcasts: Apple   - https://podcasts.apple.com/us/podcast/protect-it-all/id1727211124 Spotify - https://open.spotify.com/show/1Vvi0euj3rE8xObK0yvYi4The podcast and artwork embedded on this page are from Aaron Crow | Operational Technology & Cybersecurity Host, which is the property of its owner and not affiliated with or endorsed by Listen Notes, Inc.

Making Math Moments That Matter
How One School Designs Math PLC Time That Actually Shifts Instruction

Making Math Moments That Matter

Play Episode Listen Later Jun 22, 2026 41:54


If you've ever wondered what to actually do during small group time in math, this episode will give you a clear and practical way to support students without lowering expectations.We built a simple Math Coherence Compass to help district and school leaders make aligned decisions around math—without adding another initiative. Get your free copy and training here https://makemathmoments.com/coherence-compass/Not sure what matters most when designing math improvement plans? Take this assessment and get a free customized report: https://makemathmoments.com/grow/ Math coordinators and leaders – Ready to design your math improvement plan with guidance, support and using structure? Learn how to follow our 4 stage process. https://growyourmathprogram.com Looking to supplement your curriculum with problem-based lessons and units? Make Math Moments Problem Based Lessons & Units Many schools want to improve math instruction, but few have a clear process for deciding what to focus on, how to measure progress, and how to align professional learning around a shared vision. Without that clarity, improvement efforts can quickly become fragmented and difficult to sustain.What does it actually look like to bring an entire math team together and build a plan for improvement from the ground up? In this episode, we unpack a real three-day process used with a middle and high school math department to co-create a vision for mathematics, identify priority areas for growth, define success criteria, and establish structures for ongoing professional learning. Rather than starting with programs or initiatives, the work began with a shared understanding of the student experience they wanted to create—and the specific shifts needed to move toward that vision. In this episode, you'll explore:What a Math Coherence Compass is and why it mattersHow to co-create a vision for ambitious mathematics teaching and learningWhy engaging in mathematics together is a critical part of professional learningHow to identify high-leverage instructional priorities for improvementWhat effective classroom look-fors can reveal about progressHow PLCs and collaborative structures can be redesigned to support instructional changeWhy coherence and shared language are essential for sustainable improvementIf you're planning for next school year and wondering how to align professional learning, coaching, PLCs, and classroom practice around a common goal, this episode offers a practical roadmap for building clarity, coherence, and momentum across your math team.Show Notes PageLove the show? Text us your big takeaway!Empower Your Students (and Teachers) Using A Professional Learning PlanThat Sparks Engagement, Fuels Deep Learning, and Ignites Action! Book a time to chat with our team to see how we can help you achieve your math goals! https://makemathmoments.com/plan/Are you wondering how to create K-12 math lesson plans that leave students so engaged they don't want to stop exploring your math curriculum when the bell rings? In their podcast, Kyle Pearce and Jon Orr—founders of MakeMathMoments.com—share over 19 years of experience inspiring K-12 math students, teachers, and district leaders with effective math activities, engaging resources, and innovative math leadership strategies. Through a 6-step framework, they guide K-12 classroom teachers and district math coordinators on building a strong, balanced math program that grows student and teacher impact. Each week, gain fresh ideas, feedback, and practical strategies to feel more confident and motivate students to see the beauty in math. Start making math moments today by listening to Episode #139: "Making Math Moments From Day 1 to 180.

Manufacturing Hub
Ep. 264 - Why AI Loves Automation: Siemens on Digital Twins, Guardrails, and Orchestration

Manufacturing Hub

Play Episode Listen Later Jun 11, 2026 64:14


AI can finally write back to the plant floor, but only if you can trust it. Chris Stevens and Annemarie Breu of Siemens explain how orchestration makes that safe.Industrial AI has reached a turning point. Manufacturers can already collect data, contextualize it, and surface insights, but the hardest step has always been turning insight into action on real control equipment. Chris Stevens and Annemarie Breu of Siemens explain how an orchestration layer finally closes that loop. Annemarie frames the tension clearly. Automation depends on determinism, while large language models are probabilistic by design, so the goal is to bring that discipline into AI and validate any suggestion before it changes a set point.Most executive conversations start with return on investment, and two forces are making the case easier to prove. The workforce shortage has stretched the expected payback window from 18 months toward 36 months, and when a line cannot run for lack of people every idle minute costs thousands of dollars. The other driver is overall equipment effectiveness, since most plants run near 70 percent OEE and even a fraction of a percent of gain can justify a project. Energy is a standout case too. A BorgWarner sustainability effort used a digital twin to flatten demand peaks and reportedly paid for itself in under six months, even as data center growth pushes electricity demand higher through 2040.On trust and safety, Annemarie borrows a principle from industrial safety. Just as fail safe IO modules rely on two channel evaluation, every AI suggestion is validated against a state machine, a workflow, or a physics based digital twin before the orchestration layer passes it to a controller. With virtual commissioning and soft PLCs a change can be tested virtually, approved by a human in the loop, and only then written to control, an approach PepsiCo and NVIDIA echoed at CES when they called the digital twin a must have. Making AI real, the pair argue, comes down to discipline, clear scope, acceptance criteria, and focused 90 day challenges, plus the change management and user experience that drive adoption. Their favorite quick win is preventive maintenance driven by machine data, which both BorgWarner and Maersk tied to millions in savings.About Chris StevensChris Stevens is President of US Automation at Siemens, where he leads a roughly one billion dollar business spanning software, services, and hardware. He brings more than 25 years across Siemens Digital Industries, starting in the field selling assembly and test equipment, moving into the software and digital twin world, and returning to automation to bring the hardware and software sides of the business together.About Annemarie BreuAnnemarie Breu is a senior technology leader at Siemens Digital Industries focused on automation software deployment and customer technology partnerships in the US. She began at Siemens about a decade ago as a systems engineer in the San Francisco Bay Area, working with consumer electronics manufacturers on virtual commissioning and digital twins. Her work today centers on bringing the determinism and reliability of automation into industrial AI.Timestamps0:00 Introduction and Automate 2026 preview2:50 Meet Chris Stevens and Annemarie Breu9:30 The first AI question is always ROI14:00 Workforce gaps and OEE drive the business case19:30 Energy management and the data center demand surge23:20 Data, sensors, and contextualization requirements28:00 Guardrails, hallucinations, and two channel validation32:40 The digital twin and the human in the loop37:40 How partners and integrators move up the stack45:30 What it takes to make AI real on the floor55:50 Preventive maintenance as a quick win59:40 Predictions, career advice, and book picksAbout Your HostsVladimir Romanov is a co-host of The Manufacturing Hub Podcast and the founder of Joltek, an independent manufacturing and industrial automation consulting firm specializing in modernization strategy, digital transformation, and workforce development. Joltek works with manufacturers and investors to de-risk modernization and build the internal capability to sustain results.Connect with Vlad: https://www.linkedin.com/in/vladromanov/Want to go deeper? Vlad and the team at Joltek have covered related topics here:Edge Computing and the Value of AI in Manufacturing Data: https://www.joltek.com/blog/edge-computing-ai-value-manufacturing-dataIT and OT Architecture Integration: https://www.joltek.com/services/service-details-it-ot-architecture-integrationDave Griffith is a co-host of The Manufacturing Hub Podcast and founder of Capelin Solutions, an industrial automation firm helping manufacturers adopt smart manufacturing technology. He brings 15 years of experience in industrial automation and digital transformation.Connect with Dave: https://www.linkedin.com/in/davegriffith23/Subscribe to Manufacturing Hub: https://www.manufacturinghub.liveLinkedIn: https://www.linkedin.com/company/manufacturing-hub-networkYouTube: https://www.youtube.com/@ManufacturingHub

Steve Barkley Ponders Out Loud
Supporting Teacher Wellbeing

Steve Barkley Ponders Out Loud

Play Episode Listen Later Jun 11, 2026 42:42


Keith Young, a co-author of, "The Teaching Strategy Handbook: 200+ Solutions for Common Classroom Challenges," explores the strategies from the book's Chapter 8, "Teacher Burnout and Stress." Keith shares the practices individual teachers can implement as well as the roles that teacher leaders, instructional coaches and administrators can play in support of teachers. The impact that effective PLCs can play is highlighted. Coaches can support teachers in exploring “circles of influence” as a way of focusing energy investment. Having options addressed throughout "The Teaching Strategy Handbook" support teacher wellbeing. Listen to Keith's earlier podcast, "Observing and Coaching Classroom Management" here.  Visit Keith's website and get in touch here.  Subscribe to the Steve Barkley Ponders Out Loud podcast on iTunes or visit BarkleyPD.com to find new episodes!

stress coaches observing teacher burnout plcs teacher wellbeing keith young steve barkley ponders out loud
@BEERISAC: CPS/ICS Security Podcast Playlist
Is Your IIoT Strategy Creating More Security Risks?

@BEERISAC: CPS/ICS Security Podcast Playlist

Play Episode Listen Later Jun 9, 2026 22:20


Podcast: Industrial Cybersecurity InsiderEpisode: Is Your IIoT Strategy Creating More Security Risks?Pub date: 2026-06-09Get Podcast Transcript →powered by Listen411 - fast audio-to-text and summarizationCraig and Dino address one of the most overlooked problems in OT security: the IIoT devices your security tools don't automatically detect.Most OT intrusion detection platforms do a reasonable job of identifying core control-layer assets such as PLCs, drives, and motor control centers. The problem is everything else. Laptops plugged into the network, third-party devices brought in by contractors, and a growing range of connected IIoT equipment often go completely undetected. Those are the gaps where risk accumulates.Craig and Dino explain why the belief that machines are air-gapped is a dangerous myth, how PLCs acting as gateways prevent intrusion detection platforms from seeing the devices behind them, and why an asset inventory is not the same as knowing your real risk and CVE exposure in multi-vendor environments.They reframe OT cybersecurity as a process-integrity problem and show how unmanaged network activity, third-party remote access, and even routine IT security scans can quietly degrade OEE and trigger unplanned downtime that costs millions.Using predictive-maintenance analogies such as thermal, harmonics, and vibration sensing, they make the case for treating digital anomalies the same way mature plants already treat mechanical ones.They close by examining why so many OT detection tools become shelfware, how to escape alert fatigue, and the two practical paths to real IT/OT convergence: building the right relationships with OEMs, system integrators, and AEC partners, and designing security-ready facilities from the ground up.It's a practical listen for CISOs, plant and engineering leaders, and OT/IT teams responsible for securing manufacturing and critical infrastructure.Chapters:(00:00:00) - Why No Industrial Asset Is Truly Air-Gapped(00:01:08) - IoT vs. IIoT: How OT Assets Get Classified(00:03:15) - The Control-Layer Blind Spot: Drives, Robots, and Motor Controls(00:05:25) - How PLC Gateways Hide Assets From Intrusion Detection(00:07:30) - Asset Inventory Isn't Risk: The CVE Gap in Multi-Vendor Plants(00:08:55) - When Cyber Blind Spots Become Costly Downtime(00:10:05) - Process Integrity: How Security Scans Disrupt Production(00:11:35) - Predictive Maintenance Meets Digital Anomaly Detection(00:17:45) - Avoiding OT Shelfware and Alert Fatigue(00:19:45) - IT/OT Convergence: Choosing a Partner and Building Secure-by-DesignLinks And Resources:Want to Sponsor an episode or be a Guest? Reach out here.Industrial Cybersecurity Insider on LinkedInCybersecurity & Digital Safety on LinkedInBW Design Group CybersecurityDino Busalachi on LinkedInCraig Duckworth on LinkedInThanks so much for joining us this week. Want to subscribe to Industrial Cybersecurity Insider? Have some feedback you'd like to share? Connect with us on Spotify, Apple Podcasts, and YouTube to leave us a review!The podcast and artwork embedded on this page are from Industrial Cybersecurity Insider, which is the property of its owner and not affiliated with or endorsed by Listen Notes, Inc.

Manufacturing Hub
Ep. 263 - Why Industrial Protocols Win on Business Not Technical Merit, with Horner Automation

Manufacturing Hub

Play Episode Listen Later Jun 4, 2026 63:57


Industrial network protocols decide whether a machine talks or stays silent. Chuck from Horner Automation breaks down how they win, fade, and converge.Chuck has spent 36 years at Horner Automation and lived through what the industry once called the fieldbus wars. Before Horner became known for its all in one controllers, it spent a decade building specialty IO modules for GE Fanuc during the era of DeviceNet, SDS, InterBus S, PROFIBUS, and CANopen. His core argument is that most of those early protocols were technically fine. The ones that became standards won on the commercial weight of the companies backing them, not on superior specifications, with EtherCAT a rare exception that succeeded largely on technical merit.Trust is the recurring theme. Industry adopts slowly, and for years Ethernet was dismissed as too unreliable and not deterministic enough for control until Ethernet/IP, PROFINET, and Modbus TCP proved themselves. Today the market has settled around a big four set of protocols, and Chuck does not expect it to narrow further. For high speed motion he points to EtherCAT and PROFINET IRT as the implementations he most respects, since both step away from standard Ethernet at the device level to reach submillisecond timing.The episode is also a reality check on building your own hardware. Chuck and Dave describe how custom development routinely costs teams hundreds of thousands to millions of dollars, and how the real trap is obsolescence and maintenance rather than the first build. On the product side, the standout is FPD-Link, a serialization technology borrowed from automotive that carries video, touch, and power over one coaxial cable. Working with Safe Fleet, a maker of ambulances and fire trucks, Horner now mounts rugged displays up to seven meters from the PLC while still programming everything as one device.Looking ahead, Chuck argues that every PLC should now be treated as a data device first, because digitizing the process is the prerequisite for doing anything useful with AI. He also flags cybersecurity as the next burden for application engineers, with new mandates forcing both manufacturers and integrators to implement protections that were once optional. At Automate, Horner is showing HMI Connect and a 300 dollar CPU 151 that packs 18 IO points, wireless connectivity, and edge capability into a micro PLC.About Chuck and Horner AutomationChuck is a technical brand ambassador at Horner Automation, where he has spent 36 years across applications, product management, and education. An electrical engineer who started in the automotive industry, he now produces in depth tutorials on industrial protocols for the Horner APG YouTube channel. Horner Automation is a privately held controls manufacturer best known for its all in one PLC and HMI controllers, edge ready PLCs, and rugged hardware for industrial and mobile applications.Timestamps0:00 Introduction2:20 Chuck's Background and 36 Years at Horner Automation9:20 End User Engineer vs OEM Manufacturer Perspective13:20 New at Automate: HMI Connect and the CPU 151 Edge PLC21:30 The Fieldbus Wars and the History of Industrial Protocols24:20 What It Takes to Implement a Protocol Stack29:30 Why Protocols Win: Commercial Force vs Technical Merit32:40 Will Industrial Protocols Ever Converge?40:30 High Speed Motion: EtherCAT, PROFINET IRT, and Ethernet/IP44:40 FPD-Link: Rugged Remote HMI for Ambulances and Fire Trucks55:00 PLCs as Data Devices and the Push Toward AI1:02:40 Cybersecurity Mandates Coming for Application EngineersReferencesHorner Automation: https://www.hornerautomation.comAbout Your HostsVladimir Romanov is a co-host of The Manufacturing Hub Podcast and the founder of Joltek, an independent manufacturing and industrial automation consulting firm specializing in modernization strategy, digital transformation, and workforce development. Joltek works with manufacturers and investors to de-risk modernization and build the internal capability to sustain results.Connect with Vlad: https://www.linkedin.com/in/vladromanov/Want to go deeper? Vlad and the team at Joltek have covered related topics here:Understanding Plant Networks: https://www.joltek.com/blog/understanding-plant-networks-how-industrial-connectivity-evolvedIndustrial Ethernet Reliability: https://www.joltek.com/blog/industrial-ethernet-reliabilityDave Griffith is a co-host of The Manufacturing Hub Podcast and founder of Capelin Solutions, an industrial automation firm helping manufacturers adopt smart manufacturing technology. He brings 15 years of experience in industrial automation and digital transformation.Connect with Dave: https://www.linkedin.com/in/davegriffith23/Subscribe to Manufacturing Hub: https://www.manufacturinghub.liveLinkedIn: https://www.linkedin.com/company/manufacturing-hub-networkYouTube: https://www.youtube.com/@ManufacturingHub

Automation Ladies
AI Won't Replace Automation Engineers, but It Will Change Everything with Rylan Pyciak

Automation Ladies

Play Episode Listen Later Jun 4, 2026 64:06 Transcription Available


Everyone's talking about AI, humanoids, and the “factory of the future” but plenty of plants are still held together with undocumented panels, obsolete PLCs, and the same hard production constraints they've had for decades. Nikki sits down with Rylan Paishack from Cleveland Automation Systems to sort out what actually works when you're responsible for keeping equipment running and delivering automation projects that survive real life.We get into Rylan's path through manufacturing, Rockwell co-ops, OEM work, and system integration, then the leap into building his own automation business. Along the way we talk about why the integrator role forces nonstop learning, how good vendor relationships and honest communication save projects, and why a site assessment and full line walk can reveal the “missing truth” that never shows up in a scope document. If you've ever inherited a machine built in the 1950s, you'll recognize the problems instantly.Then we dig into the tension between shiny new tech and the basics: modern connectivity, new HMIs that still talk to PLC5 and SLC systems, and what has to happen before advanced tools can deliver value. We also talk about CodeSys adoption, subscription fatigue across industrial software, and where AI can genuinely help controls engineers with debugging and repeatable work without pretending it can replace human judgment on a production line.If this conversation helps you think more clearly about modernizing legacy equipment, choosing technology that will be supportable long-term, or building a healthier automation career path, subscribe to Automation Ladies, share the episode with a teammate, and leave a review so more people can find the show.Support the show__________________________________________________________________

The Robot Report Podcast
Exploring PLC and Robot Integration with YRG Robotics Chris Elston

The Robot Report Podcast

Play Episode Listen Later May 23, 2026 55:32


Discover the latest trends in programmable logic controllers (PLCs), robotics, and their integration strategies directly from Yamaha's Chief Robotics Manager, Chris Elston. This episode offers insights into automation trends, AI's role in PLC development, and practical advice for engineers. Chris shares insights into his journey from aspiring electrician to a leader in robotics and PLC integration. He discusses the evolution of PLCs, emphasizing their enduring relevance in manufacturing due to their real-time control capabilities. Chris highlighted Yamaha's efforts to simplify integration for controls engineers through function blocks and add-on instructions, which streamlines processes and enhances tech support. He also touches on the potential of AI in automation, noting its current limitations in generating ladder logic but expressing optimism about future advancements. Chris's passion for making robotics accessible and his advocacy for using existing skills resonated throughout the discussion, offering valuable perspectives on the future of automation. Mr. PLC Website - https://mrplc.com/ Chris Elston on LinkedIn - https://www.linkedin.com/in/chriselston/ ### Listen for a special discount code to save money on your registration to the 2026 Robotics Summit and Expo: https://www.roboticssummit.com/ – SPONSORS – This episode is brought to you by Yamaha Robotics Group (YRG) — driving the future of smart automation. Yamaha's Linear Conveyor Modules and Advanced Operator Interfaces are helping engineers push efficiency and flexibility further than ever. And let's face it: the PLC isn't going anywhere — it's evolving. LEARN MORE AT: https://hs.yrginc.com/therobotreport This episode is brought to you by maxon USA. If you're designing robots beyond controlled factory cells, mobile manipulators, quadrupeds, or humanoids maxon is worth a stop at the Robotics Summit in Boston. At the show, maxon is exhibiting its High Efficiency Joint (HEJ) portfolio: fully integrated robotic joints that combine motor, gearing, electronics, and sensing in a compact unit. Built for cyclic loads, impacts, and continuous operation, HEJ joints are designed for real‑world robotics. See the HEJ90 demonstrator at Booth 419. LEARN MORE AT: https://www.maxongroup.com/en-us

The Better Leaders Better Schools Podcast with Daniel Bauer
Why Your PLCs Aren't Solving Problems (And What Does)

The Better Leaders Better Schools Podcast with Daniel Bauer

Play Episode Listen Later May 20, 2026 37:03


A professor at San Diego's High Tech High Graduate School of Education and co-author of PLC+: Better Decisions and Greater Impact by Design, Nancy Frey has spent decades studying how teachers actually collaborate — and why most of it doesn't work. Her research-backed PLC+ framework is the difference between a Wednesday morning ritual and a genuine engine of collective efficacy. She teaches full-time at a high school that runs every student through a real-world internship program, so her frameworks aren't theoretical — they're road-tested. Find her work at hightechhigh.org. Professional learning communities were supposed to fix teacher isolation. Instead, most schools turned them into a weekly meeting where teachers explain why students failed. If your PLCs feel like compliance theater, this episode of the Ruckuscast is the reset you need — Nancy Frey breaks down the PLC+ model and the exact questions that shift a team from admiring problems to solving them.

Tech Talk For Teachers
Literacy in PLCs and K-12 Education, with Paula Maeker

Tech Talk For Teachers

Play Episode Listen Later May 13, 2026 41:26 Transcription Available


In this episode of Unpacking Education, our hosts explore literacy, professional learning communities (PLCs), and school improvement with Paula Maeker, an educator and coauthor of Literacy in a PLC at Work®. Drawing from her experience teaching in under-resourced communities and collaborating with highly effective teams, Paula shares how educators can work collectively to ensure that every student reaches grade-level literacy expectations.Our conversation highlights the current state of literacy in the United States, the power of PLC collaboration, and the practical TEAMS framework for building strong instructional systems. Paula also challenges educators to embrace essentialism—doing less exceptionally well—by focusing on the most critical literacy skills in which students must gain proficiency. This episode with Paula offers actionable insights for educators committed to improving literacy outcomes for all students. Visit AVID Open Access to learn more.

Transformative Principal
Developing Teacher Leaders with Kyle Palmer

Transformative Principal

Play Episode Listen Later May 10, 2026 27:35 Transcription Available


In this episode of the Transformative Leadership Summit, Jethro sits down with Kyle Palmer, principal of Lewis and Clark Elementary, to explore how school leaders can develop teacher leaders and build a culture of trust and innovation. Kyle shares the story of how his school evolved from a single maker space initiative—sparked by library teacher Angela Rosheim's genius hour instruction—into a school-wide culture of student-centered learning, STEM integration through Project Lead The Way (PLTW), and maker spaces throughout the building. Central to the conversation is Kyle's philosophy of tight/loose leadership: being firm on learning outcomes and collaborative team expectations while giving teachers genuine autonomy in how they get there. He discusses the power of highly functioning PLCs, the importance of developing leaders (not just followers—a concept drawn from John Maxwell), and why trust, listening, and consistent feedback are the keys to empowering staff. Kyle leaves principals with a simple but powerful action step: go ask your best teachers what they think. Learn more about today's sponsors, Playworks, IXL, and Renaissance Learning:As a global leader in education technology operating in more than 110 countries, Renaissance is committed to providing educators with insights and resources to accelerate growth and help all students build a strong foundation for success. We believe that technology can unlock a more effective learning experience, ensure that students get the personalized teaching they need to thrive, and help educators and administrators to truly, fully, See Every Student. Learn more at renaissance.com.We're proud to be sponsored by Playworks, a 501(c)3 nonprofit organization with evidence-based practices that help schools improve the health and well-being of children by increasing opportunities for physical activity and safe, meaningful play.If you're a school or district leader struggling with the challenge of chronic absenteeism, as so many are across the U.S., you may not realize that structured recess is a research-backed approach to keep kids in school. In fact, a UC Berkeley study of Title I schools found that those partnering with Playworks had significantly lower chronic absenteeism rates. Further, Mathematica research demonstrated that Playworks schools spent 27% less time transitioning from recess back to learning, saving teachers valuable instructional time. These results are possible for your students, too. Learn how Playworks can help you improve student-educator relationships, belonging, and attendance by signing up for a quick no-obligation conversation. We're also thrilled to be sponsored by IXL. IXL's comprehensive teaching and learning platform for math, language arts, science, and social studies is accelerating achievement in 95 of the top 100 U.S. school districts. Loved by teachers and backed by independent research from Johns Hopkins University, IXL can help you do the following and more:Simplify and streamline technologySave teachers' timeReliably meet Tier 1 standardsImprove student performance on state assessments

Manufacturing Happy Hour
286: Why Local Execution Drives Regional Manufacturing Success: Live from Cleveland, OH

Manufacturing Happy Hour

Play Episode Listen Later May 5, 2026 48:51


American manufacturing's next chapter is being written one region at a time, and Northeast Ohio is one of the places setting the standard. In a region like theirs, the institutions and programs are moving in sync, and that builds into something bigger than any plant could pull off alone. That's why we're hitting the road on the Rust Belt Renaissance tour to find more places where modern technology and industrial innovation are helping to revive the area. On the first stop, we're live from Collision Bend Brewing in Cleveland with seven leaders from across the Northeast Ohio manufacturing community, working out how a region of 7,700 manufacturers turns local action into national impact. We split the conversation into three short parts: Matt Duplin (Manager, TransDigm Advanced Manufacturing Center, Cleveland State University), Kyle Zeller (NSF Engine), and Adam Artman (Executive Director, Manufacturing Works) open with what regional action actually looks like on the ground, covering the role of public universities, federal programs like the $160 million NSF Engine award, and the peer-to-peer learning behind the Manu Future program. Greg Schumacher (Director of Manufacturing, NOVAGARD) and Mike Yost (Manufacturing Excellence Program, Manufacturing Works) turn the theory into a case study, walking through the CESMII Smart Manufacturing Roadmap that Greg's team finished in six weeks at zero cost. Jillian Kupchella (Director of Marketing, CESMII) and Jonathan Wise (Chief Technology Architect, CESMII) close the conversation with what comes next nationally, including the three technology needs that every digital project should think through. This episode is for any manufacturer wondering how to make the most of the resources closest to them. In this episode, find out: What ‘regional action' means in a manufacturing ecosystem and why local organisations like Manufacturing Works act as the connective tissue between manufacturers, universities, and workforce providers How a public university with an 80% local student body and a dedicated advanced manufacturing centre creates a homegrown engineering pipeline that stays in the region What an NSF Engine award is, what it takes for a region to compete for one, and how Northeast Ohio became one of fifteen teams in the running for $160 million in federal funding Why peer-to-peer learning through the Manu Future programme moves the needle on technology adoption far more than any vendor pitch The ‘secret ingredient' each panellist credits for Northeast Ohio's manufacturing density of 7,700 manufacturers, from collaboration to history to location How CESMII is exporting the same toolset and language to other regions including Western Pennsylvania, Maryland, Los Angeles, and upstate New York The three technology imperatives Jonathan Wise lays out for any manufacturer deploying new tech – modelling data, contextualising data, and making data interoperable through tools like CESMII's I3X Enjoying the show? Please leave us a review here. Even one sentence helps. It's feedback from Manufacturing All-Stars like you that keeps us going! Tweetable Quotes: "We're a public university, and so we should be servicing the public and the manufacturers in our region. The advanced manufacturing center is that space." — Matt Duplin "Something like this doesn't just get spun up overnight. It's the result of years and years of work together. It speaks to the confidence that our federal government has in our region to compete on a global scale." — Kyle Zeller "What's unique about Northeast Ohio, every time I meet with someone, is always the same. It's this willingness to share. It's the willingness for the sum to be greater than the parts." — Adam Artman "We have connected our PLCs, and that data — real time, in engineers' hands, in operations' hands — we have unleashed the data. We are making decisions faster, smarter, with the right information." — Greg Schumacher "We talk about smart manufacturing like a destination. It's really just a tool for the leaders to lead. The leaders are the ones that own it and drive it." — Mike Yost "I feel very fortunate to live in a region that is so put together. From a national scale, we're hoping to implement things like this across the nation." — Jillian Kupchella "Technology is an enabler. It's a means to an end. It is not the end. Just buying technology isn't gonna solve your problems." — Jonathan Wise Links & mentions: Manufacturing Works, the membership-based organisation that serves as the connective tissue across Northeast Ohio's manufacturing ecosystem CESMII, the Smart Manufacturing Institute and national authority on smart manufacturing, behind the roadmap toolset and the I3X interoperability framework NSF Engine, the federal place-based innovation programme behind the $160 million regional award Northeast Ohio is competing for ManuFuture, the peer-to-peer manufacturing learning programme developed in partnership with Purdue University TransDigm Advanced Manufacturing Center at Cleveland State University, the research-oriented, public-university partner serving the Northeast Ohio engineering pipeline MAGNET, the Manufacturing Advocacy and Growth Network supporting manufacturers across the region Tri-C (Cuyahoga Community College), source of the grant that fully funded NOVAGARD's Smart Manufacturing Roadmap NOVAGARD, silicone adhesives, sealants, and PVC foam manufacturer featured as the case study Fathom, sponsor of the Rust Belt Renaissance tour and a network of seven regional manufacturing companies Make sure to visit http://manufacturinghappyhour.com for detailed show notes and a full list of resources mentioned in this episode. Stay Innovative, Stay Thirsty.

Manufacturing Hub
Ep. 258 - Hannover Messe Recap, the State of Industrial AI, and What Comes Next at Automate 2026

Manufacturing Hub

Play Episode Listen Later Apr 30, 2026 68:14


Industrial AI is moving past the chatbot phase. From the Hannover Messe show floor to system integration workflows, here's what end users actually want now.Vlad just returned from his first Hannover Messe, the largest industrial automation and manufacturing trade show in Europe. The takeaway that defined the week was a shift in how end users open conversations. A year ago, every booth visit started with the question, do you have AI? This year every vendor has some flavor of AI, so the question has flipped back to the one that actually matters. How does your product solve a specific problem in my plant? Vlad and Dave unpack what that shift means for vendors, integrators, and the end users buying these tools.On the end user side, the reality is mixed. Most knowledge workers in manufacturing have access to Microsoft Copilot and use it for better emails and meeting notes. Everything else is still mostly experimentation. While auditing PLC and SCADA logic on a recent project, Vlad expected the customer to insist on a hardened on premise model with a Dell IPC and dedicated GPUs. Instead, they shrugged and said put it in ChatGPT, the boilerplate logic has no real IP. Data governance on the carpeted side of the business is mature. On the OT side, it barely exists, and that gap matters as more plant floor data flows toward AI tools.For systems integrators, AI is compressing timelines on slow, repetitive work. Tag validation, electrical drawing automation, screenshot to bill of materials extraction, and functional spec to PLC starting points are all in active development. The tradeoff is that some of these tools save four weeks of manual auditing but require a couple of weeks to set up correctly, and a probabilistic LLM still demands human signoff on safety and control logic. Senior engineers benefit most because they already know what good output looks like. The bigger industry question is what happens to the junior to senior pipeline if entry level work disappears.Hardware tells a different story. Moore's Law, first proposed in 1965, held for about 60 years before chip density at three nanometers and heat budgets broke the cost curve. GPUs on the consumer side have been roughly stagnant since the Nvidia 30 series. On the industrial side, demand for radical hardware change has been low. PLCs, switches, IO modules, and field protocols look much like they did twenty years ago. IO Link, the protocol that should be a baseline for any Industry 4.0 deployment, was founded in 2006. Image recognition has unlocked pick and place applications that used to be too expensive to engineer the traditional way.The workforce thread runs underneath all of this. UPS recently negotiated voluntary buyouts of roughly one hundred and fifty thousand dollars per driver to remove tens of thousands of positions, while large technology firms continue to lay off staff and reinvest in data centers.Timestamps0:00 Introduction1:50 Hannover Messe scale, halls, and country delegations7:20 Booth diversity from startups to hyperscalers and the German military12:20 Why end users have stopped asking, do you have AI19:00 The 1% on the bleeding edge versus the rest of industry25:50 End users sending boilerplate PLC code through ChatGPT29:20 Data governance on the OT side32:50 AI inside systems integration workflows39:50 Workforce shifts: UPS buyouts, FAANG layoffs, and reskilling47:20 Hardware innovation, Moore's Law, and the industrial side59:50 SCADA, MES, ERP, and AI generated dashboards1:03:30 Upcoming shows: Automate 2026, ICC, and moreReferencesHannover Messe: https://www.hannover-messe.deAutomate 2026: https://www.automateshow.comIgnition Community Conference: https://icc.inductiveautomation.comRockwell Automation Fair: https://www.rockwellautomation.com/automationfairAbout Your HostsVladimir Romanov is a co-host of The Manufacturing Hub Podcast and the founder of Joltek, an independent manufacturing and industrial automation consulting firm specializing in modernization strategy, digital transformation, and workforce development. Joltek works with manufacturers and investors to de-risk modernization and build the internal capability to sustain results.Connect with Vlad: https://www.linkedin.com/in/vladimirromanov/Want to go deeper? Vlad and the team at Joltek have covered related topics here:Edge Computing, AI, and the Value of Manufacturing Data: https://www.joltek.com/blog/edge-computing-ai-value-manufacturing-dataSystems Integrators in Manufacturing: https://www.joltek.com/blog/system-integratorsDave Griffith is a co-host of The Manufacturing Hub Podcast and founder of Capelin Solutions, an industrial automation firm helping manufacturers adopt smart manufacturing technology. He brings 15 years of experience in industrial automation and digital transformation.Connect with Dave: https://www.linkedin.com/in/davegriffith23/