Podcasts about constraints

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Best podcasts about constraints

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Latest podcast episodes about constraints

Service Drive Revolution with Chris Collins
SDR #368: It's Not Traffic... It's Your Techs!

Service Drive Revolution with Chris Collins

Play Episode Listen Later Jul 20, 2026 36:52


In this episode of Service Drive Revolution #368, Chris, Hogi, and Adam dig into one of the biggest and most expensive misconceptions plaguing dealership fixed operations today: the constant cry for "more traffic" and "advisor training." The team uncovers the real patterns behind hundreds of service departments and reveals a harsh disconnect—dealerships aren't running out of work; they are failing their technicians and losing their best producers. Chris and the crew break down why shoving more traffic into a shop running at 60% to 70% efficiency is an absolute recipe for disaster that tanks your customer satisfaction score. We unpack why service advisors secretly refuse to sell work when the shop is backed up, why the industry completely abandoned basic maintenance sales, and how to use the "Theory of Constraints" to treat your shop like a high-output factory. Plus: Adam talks about his $7,500 journey to becoming a certified master distiller, Chris debates the risks of blind-inducing backyard moonshine, and the guys try to figure out which "I" state they are traveling to next.

Basketball Coach Unplugged ( A Basketball Coaching Podcast)
Ep 1974 Are You Running a Basketball Team, or Leading a Choreography Troupe?

Basketball Coach Unplugged ( A Basketball Coaching Podcast)

Play Episode Listen Later Jul 17, 2026 6:52


https://teachhoops.com/ Welcome to 5th Quarter Studios in Madison, Wisconsin. In this episode of Coach Unplugged, we dive straight into an uncomfortable question that might just ruin your week: Why do your drills look great, but your games look bad? Be honest with yourself. You've lived this exact nightmare. Tuesday's practice was a masterpiece. The three-man weave was humming, the shell drill was textbook, and the baseline energy was electric. But when Friday night comes around, your team looks like a group of complete strangers who have never shared a floor. Here is the blunt truth: It's probably not your players. It's your drills. Most drills teach kids to execute a rigid pattern, while games demand that kids independently solve fluid problems. Those are two completely different skills, and the first one does not automatically translate into the second. We break down the absolute science of motor learning, expose the hidden trap of "clean" block practice, and reveal how corrupting your favorite drills with simple live variables will completely transform your program's game-night execution. Many coaches fall into the trap of prioritizing aesthetic compliance over functional retention. The motor learning research has been definitive on this dynamic for decades: When you run a traditional three-man weave, there is zero defense, zero decision, and the pass is predetermined before the ball is even inbounded. Your athletes can run it flawlessly for four years and never once make an actual basketball read. They didn't forget how to play when the weekend arrives; they never learned it. They just learned how to run the drill. Clean practice feels like great coaching, but it is often just comfortable compliance. Random practice—introducing messy repetitions packed with real friction and visual triggers—looks significantly worse on Tuesday afternoon. Turnovers spike, spacing breaks down, and your assistant coaches might look at you funny. But this exact friction is what builds authentic Resilience Equity. Messy training forces your roster to scan the floor, read defensive hips, and think on the fly, directly optimizing your team's collective Decision IQ. To evaluate whether your daily practice architecture is actually preparing your athletes to win under postseason pressure, you must put every single drill track through this unyielding filter: "If this drill features zero defenders, zero live choices, and zero competitive consequences, are my players actively learning how to play basketball, or are they simply practicing choreography?" While foundational block work has a place for raw mechanics and youth form shooting, an elite varsity practice cannot survive on choreography. If your athletes spend less than ten minutes of a 120-minute practice script making a live read against a live body, your team's Effective Field Goal Percentage ($eFG%$) and Next Play Speed will plummet the second a defender scrambles their rhythm. You don't need to throw away your playbook or hunt for hundreds of new drills on the internet. You just need to intentionally corrupt the drills you already use by injecting one of three elements: Add a Defender: Introduce an active body—even a lazy or restricted one—to force a visual closeout read. Turn your standard two-ball passing drill into a dynamic 2-on-1 puzzle. Add a Decision: Give the offensive player two fluid options instead of one scripted path. Force them to read whether the defender has High Hands or a dropped hip. Add a Consequence: Keep score on everything. Make the drills highly competitive, put a clock on the execution, and ensure that someone wins and someone loses. Coach's Note: "Let practice be ugly. An ugly Tuesday is exactly how you buy a clean, efficient Friday night victory. Stop trying to protect your ego by keeping your gym tidy and structured. Throw your kids into the tactical deep end, force them to make live reads through the exhaust of a competitive drill, and watch your program's ceiling skyrocket. Pick just one drill this week and corrupt it. Step back, put the whistle away, and force your players to own the room." Title Ideas: Are Your Drills Destined to Fail? Why Great Practices Lead to Bad Games Stop Doing Basketball Choreography! How to Fix Your Practice Drills Why Messy Basketball Practices Actually Win More Games on Friday Night How to Add Decisions and Constraints to Your Favorite Basketball Drills Primary Keywords: Why basketball drills look great and games look bad, Coach Unplugged, TeachHoops, Coach Collins, basketball practice organization, small-sided games basketball, basketball decision IQ drills. Secondary Keywords: Block practice vs random practice motor learning, effective field goal percentage analytics, next play speed resilience, standard of tolerance, high-hands closeout reads, corrupting basketball drills, Types of Coaches (3).pdf, The Championship Coaching Fellowship. Description Snippet: "Why does your team look like a textbook powerhouse on Tuesday afternoon but completely freeze up when Friday night arrives? In this episode of Coach Unplugged, broadcast from 5th Quarter Studios in Madison, Wisconsin, Coach Collins exposes the ultimate coaching trap: running clean, robotic drills that feature zero live decisions. Discover how to 'corrupt' your favorite practice tracks by adding defenders, choices, and competitive consequences to build a player-led powerhouse that thrives under game-night pressure." Suggested Tags: #BasketballCoaching #TeachHoops #CoachCollins #CoachUnplugged #PracticeDesign #MotorLearning #BasketballIQ #HighSchoolBasketball #TeamCulture Are you looking to corrupt a specific half-court shooting drill this week to help your team transition out of a robotic perimeter rhythm, or are you preparing your application for The Championship Coaching Fellowship to get direct, season-long masterclass mentorship on your actual team workflows? Show NotesThe Motor Learning Paradox: Clean Tuesdays vs. Clean Fridays [BLOCKED PRACTICE] ───► Repetitive/No Defense ───► Looks Clean Tuesday ───► Fails Friday Night [RANDOM PRACTICE] ───► Messy/Live Decisions ───► Looks Ugly Tuesday ───► Wins Friday Night The Illusion of "Clean" Block PracticeThe Reality of "Messy" Contextual PracticeThe Ultimate Drills Filter: Where is the Decision?Corrupting Your Playbook: The 3 Simple VariablesYouTube SEO Strategy Learn more about your ad choices. Visit podcastchoices.com/adchoices

Daily Dental Podcast
892. The Power of Productive Constraints

Daily Dental Podcast

Play Episode Listen Later Jul 17, 2026 4:19


Dr. Killeen explores how creating intentional constraints can sharpen your skills, improve your focus, and help you find smarter ways to deliver excellent patient care without sacrificing quality. What if becoming more efficient wasn't about working harder, but about working within better limits? From timing routine procedures to challenging yourself with realistic goals, small constraints can uncover wasted motion and streamline your workflow. A simple shift in mindset can benefit your patients, support your team, and make your practice more productive and enjoyable to run.

Coach Code Podcast
#798: The Coaching Principles That Build Bigger Leaders

Coach Code Podcast

Play Episode Listen Later Jul 17, 2026 28:50


Your business will never outgrow your leadership. In this episode, John Kitchens continues the coaching and leadership series with the five core principles and practices that separate coaches and leaders who create real transformation from those who don't. Building on the fundamentals, the coach-client relationship, the Coach Code results framework, and emotional intelligence covered in earlier episodes, John unpacks knowing your why (and the real difference between passion and purpose), designing your Perfect Day as a decision-making filter, understanding "the river" of nonlinear growth, applying the Theory of Constraints to find what's really holding you back, and why repetition, not a new message every week, is what actually moves people to act. Key Topics Covered: Principle #1: Your Why — the difference between passion (something you love doing) and purpose (something you love doing that helps other people) Principle #2: The Perfect Day — using it as a decision-making filter to move faster and with more clarity Principle #3: The River — why growth isn't linear, and the coach's job during the whitewater, the drought, and everything between Principle #4: Theory of Constraints — finding the one thing actually holding your business back, with book recommendations "The Goal" by Eli Goldratt and "Reset" by Dan Heath Principle #5: Repetition — why "the rule of 7" is really closer to 20+, and why leaders must repeat their message far more than feels comfortable "There are no business problems. There are only leadership problems. The size of your business is elastic to the size of your leadership capabilities." — John Kitchens Connect With Us: Save your seat for the training at 7FigureBP.com · Get your 7 Figure Audit at 7figurecall.com · Follow us on Instagram @johnkitchenscoach, LinkedIn @johnkitchenscoach, and Facebook @johnkitchenscoach

The Real Power Family Radio Show
Financial Friday: Physical vs. Governmental Constraints

The Real Power Family Radio Show

Play Episode Listen Later Jul 17, 2026 57:52


FF: Physical vs. Governmental Constraints We have been draining the Strategic Petroleum Reserve in the U.S. At some point, if they drain it too low, they will risk collapsing the salt caves that store it. This is a physical constraint. Copper mines can take decades to get permitted by the government, which is a governmental constraint. We talk about many other limits, whether they are physical or governmental, and how they can affect the average citizen. Bad decisions lead to bad results. We cover AI and data centers, electric, wastewater regulations, kickbacks, and budgets. More people need to wake up and see what is happening in the world, so they can make decisions based on physical restrictions. There are many ways to make money. It is important to always be congruent in how you live your life and in what you invest in. Use the information in this episode to help make better decisions! Abolish Property Taxes in Ohio: www.AxOHTax.com  Get more information about abolishing all property taxes in Ohio. https://citizensforpropertytaxreform.org/ Our Links: www.RealPowerFamily.com Info@RealPowerFamily.com 833-Be-Do-Have (833-233-6428

Oh My Pod! with Chelsea Riffe
Constraints Boost Imagination & What Flying Business Class and The Coaching Industry Have in Common

Oh My Pod! with Chelsea Riffe

Play Episode Listen Later Jul 15, 2026 10:54 Transcription Available


Back with another off the cuff vlog today, and this time, I share a smoothie of thoughts, including:The power of constraints boosting imaginationHow I produce more coherent work with constraintsMy experience flying Business Class from Copenhagen to Lisbon and the glaring spotlight of class systems in travelWhat Business Class and the coaching space have in commonWhat "classes" are we creating in our own ecosystems and are we happy about it? Is there anything we can change?Why I'd never run a 4000+ person program and why I never desire toHow I make my business work focusing on intimacy and build that into my business modelWHEW, a lot can go down in 10 mins! Let me know your thoughts in the Spotify comment section, leave a written review, and slide in my DMs (on Threads)!Connect with Chelsea:Get on the Ultimate Pitch Kit waitlist

Brain Inspired
BI 242 Kathryn Nave: How Life Gets its Meaning and Intelligence

Brain Inspired

Play Episode Listen Later Jul 15, 2026 104:35


Support the show to get full episodes, full archive, and join the Discord community. The Transmitter is an online publication that aims to deliver useful information, insights and tools to build bridges across neuroscience and advance research. Visit thetransmitter.org to explore the latest neuroscience news and perspectives, written by journalists and scientists. Read more about our partnership. Sign up for Brain Inspired email alerts to be notified every time a new Brain Inspired episode is released. To explore more neuroscience news and perspectives, visit thetransmitter.org. Kathryn Nave is a Leverhulme Trust Early Career Fellow at the University of Edinburgh, and the author of the book A Drive to Survive: The Free Energy Principle and the Meaning of Life. In the book, Kate dives deep into the free energy principle and active inference, which are popular approaches to studying brains, minds, and organisms in general, and which are being used in artificial intelligence. Ultimately, Kate finds these approaches come up short as explanatory frameworks for life, and autonomy, and intelligence. Instead, Kate and many others advocate a framework that Kate calls constraint closure or closure of constraints, but also goes by the name organizational closure. This is a concept from philosophy and theoretical biology that people like Alvaro Moreno and Matteo Mossio have put forth in their 2015 book Biological Autonomy. The core ideas are also found in various forms from people like Robert Rosen, Stuart Kauffman, Alicia Juarrero, Terrence Deacon, and others. We discuss what constraint closure is, why Kate thinks it's a solid foundation to build on, and what if anything it means for cognitive science and brain sciences to embrace this constraint closure view. I highly recommend the book even if you're looking for a primer on the free energy principle and active inference. As we discuss, Kate's journalism experience has helped her become a wonderful communicator of these notoriously difficult concepts. Kathryn Nave @kathrynnave; @kathrynnave.eurosky.social. A Drive to Survive: The Free Energy Principle and the Meaning of Life Related episode: BI 241 Johannes Jaeger: Agency and the Cyborg Myth Mentioned in the episode: We Need To Rewild The Internet Beyond Control: Finding the Purpose of Enactive Cognitive Science 0:00 - Intro 5:39 - Journalism back to philosophy 15:56 - How Kate got into predictive processing etc. 21:30 - Predictive processing and phenomenology 30:45 - Organizational closure 37:37 - Constraint closure beyond the single cell 45:04 - Brain as metabolic 50:12 - Basal cognition 52:13 - Degeneracy 55:08 - Neutral networks 1:00:33 - AI and autonomy 1:08:12 - Meaning and mind 1:10:02 - Why do we need brains? 1:17:33 - Reframe neuroscience? 1:23:51 - Reifying models 1:27:43 - Free energy principle and active inference 1:37:16 - Tolerating as much variability as possible

The Pacesetter Pod
Ep175: The Asset-Light Co-op Pt. 3 | Tech is the enabler, talent is the constraint

The Pacesetter Pod

Play Episode Listen Later Jul 15, 2026 29:25


Show Highlights: Can ag co-ops survive with no physical community anchors? [01:50] Uncover the true core of asset-light co-ops—hint: it's not tech. [06:15] What does "acqui-hiring" in tech mean for future ag co-ops? [10:14] Discover 4 key skill demands on asset-light co-op talent. [12:17] Entrepreneurial vs. process-oriented talent profiles. [14:41] Understanding employee flight risk in asset-light co-ops. [17:55] Why talent retention needs ownership in the asset-light model. [22:18] Potential equity structures asset-light co-ops can try. [24:31] What's coming up next in the asset-light co-op series? [27:46] If you are interested in connecting with Joe, go to LinkedIn: https://www.linkedin.com/in/joemosher/, or schedule a call at www.moshercg.com.

Mountain & Prairie Podcast
Heather Hansman — The Untold Stories of Three Fierce Women

Mountain & Prairie Podcast

Play Episode Listen Later Jul 14, 2026 66:25


This is Heather Hansman's third appearance on the podcast, and if you've been listening for a while, you know how much her work has shaped my own understanding of the West. Heather is an award-winning journalist and the author of "Downriver" and "Powder Days"—two books I reference constantly—and she's back today to talk about her brand-new book, Fierce Country: The Untold Story of Three Women Who Ignited America's Love for the Wild, which hits shelves the same day this episode is released. "Fierce Country" tells the stories of three women who were pivotal in shaping how we think about recreation and conservation today, yet whose stories have largely gone untold: Georgie White, one of the first Grand Canyon river guides; Anne LaBastille, an off-the-grid Adirondack guide and pioneering climate scientist; and Dolores LaChapelle, a legendary powder skier and environmental philosopher whose ideas helped launch the deep ecology movement. These are three complicated, larger-than-life characters, and Heather weaves their wild adventures together with her own personal story in a way that makes the book resonate no matter who you are. As always with Heather's work, it introduced me to ideas I didn't even know I needed to be thinking about. Heather and I talked about how she chose these three women and why their stories were left out of the history most of us learned, and we dug into some of the big ideas woven throughout the book—the heroine's journey versus the hero's journey, the superwoman myth, and the surprising research on men and women in outdoor sports. We discussed the double standards that outdoorswomen face, especially as parents, and the culture of harassment that unfortunately still exists in the outdoor world. We also chatted about Heather's recent investigative reporting on bots gaming the recreation.gov permit system, the importance of journalism and speaking truth to power, and how five years of living with these women's stories has changed the way Heather moves through the world. I loved this conversation, and I can't recommend "Fierce Country" highly enough—the book is out today, so be sure to click through to the episode notes and grab a copy. --- Heather Hansman Fierce Country: The Untold Story of Three Women Who Ignited America's Love for the Wild Heather's First and Second M&P episodes Full episode notes and links: mountainandprairie.com/heather-hansman-3 --- THANK YOU TO OUR SPONSORS: Mountain & Prairie is listener supported via Patreon, and brought to you with support from the Colorado Cattlemen's Agricultural Land Trust, MIRASOL: Looking at the Sun, Patagonia Books, the Rye Resurgence Project for their generous sponsorship. --- TOPICS DISCUSSED: 0:00 - Introducing Heather Hansman (again) and highlighting Patagonia books 7:00 - Book number three 8:08 - Overview of Fierce Country 12:05 - Why these women 16:22 - Georgie and Anne on the wild 19:31 - Anne vs. Thoreau 23:08 - Constraint drives creativity 26:12 - Driven by hardships 28:58 - The heroine's journey 30:45 - Female and male differences 35:40- To scold or not to scold 41:41 - Pitching the book 44:08 - Outward Bound 46:56 - Recreation.gov 50:07 - Slowing down 56:48 - Bad feminism 1:04:50 - What's next for Heather --- ABOUT MOUNTAIN & PRAIRIE: Mountain & Prairie - All Episodes Mountain & Prairie Shop Mountain & Prairie on Instagram Upcoming Events About Ed Roberson Leave a Review on Apple Podcasts

A Quest for Well-Being
Beyond Behavior: Unlocking Your Child's Potential

A Quest for Well-Being

Play Episode Listen Later Jul 14, 2026 57:39


— Many parents, teachers, and caregivers spend years trying to manage a child's challenging behaviors, learning difficulties, emotional struggles, or lack of motivation—often addressing the symptoms without identifying the true cause. But what if there is one underlying factor acting as a bottleneck, quietly limiting a child's ability to thrive? In this episode, we explore a fascinating and innovative approach to child development through the lens of the Theory of Constraints—a framework originally developed to improve performance in complex systems. Applied to child psychology, this model asks a powerful question: What is the primary constraint preventing this child from reaching their full potential? That constraint may be emotional, such as anxiety, shame, grief, or unresolved trauma. It may be cognitive, such as executive functioning challenges, attention difficulties, or learning differences. Or it may be environmental, including family stress, social pressures, lack of support, or unmet developmental needs. Rather than trying to fix everything at once, the Theory of Constraints encourages us to identify and address the single most significant factor limiting growth. This conversation offers a compassionate and practical perspective on helping children flourish—not by asking, "What's wrong with this child?" but by asking, "What is standing in the way of this child's growth, and how can we help remove it?" Join us for an insightful discussion about unlocking potential, fostering well-being, and creating the conditions for every child to thrive. Valeria interviews Paula Noble — She is an Educational and Developmental Psychologist, and Director of Noble Psychology, with over 30 years of experience helping children and families navigate the complexities of growing up. Paula's work is shaped by more than her professional training—it's grounded in lived experience. As a teacher, psychologist, parent, and grandparent, she understands firsthand the challenges families face when a child is struggling with anxiety, learning, friendships, or emotional regulation—and how powerful the right support can be. Paula began her career in classrooms across Australia and Singapore before moving into school psychology in some of Sydney's leading independent schools. Today, she provides evidence-based assessment and therapy, helping families move from overwhelm to clarity, confidence, and connection. In recent years, Paula has also faced her own life-changing challenge—undergoing open heart surgery for a congenital condition. This experience has deepened her perspective, strengthening her belief in resilience, gratitude, and the importance of truly living. Alongside her clinical work, Paula is a creative writer. She has written two plays—Deli Chick and Brad Checks In—both staged at Sydney's iconic Old Fitzroy Theatre and is the author of the satirical novel Deli Chick. Whether working with families or speaking to audiences, Paula brings warmth, honesty, and insight—helping people feel understood, supported, and empowered to move forward. To learn more about Paula Noble and her work, please visit: https://noblepsychology.com.au/

The Road to Autonomy
Episode 428 | Scale Not Technology Is the Real Constraint in AI Manufacturing

The Road to Autonomy

Play Episode Listen Later Jul 14, 2026 34:32


Todd Deaville, VP, Advanced Manufacturing Innovation, Magna, joined Grayson Brulte on The Road to Autonomy podcast to discuss how artificial intelligence and advanced robotics are transforming global manufacturing.To Deaville, AI is a highly powerful tool set optimized for recognizing complex patterns, making quality-control decisions, and analyzing massive data flows. Applying AI to robotics introduces unprecedented flexibility to the physical world, moving beyond historically rigid, defined programming to enable machines that can adapt and make operational changes in real time.With manufacturing facilities spanning 28 countries, Magna's primary challenge is deploying these advanced technologies at scale. To achieve this, the company clusters its solutions around specific product and process archetypes, relying on a playbook approach with practical guides to help local plants succeed.This shift toward more complex digital workflows is being further accelerated by a new generation of workers whose gaming backgrounds have trained them to navigate highly interactive, realistic three-dimensional simulations.. By continuously feeding operational data back into its systems, Magna is elevating the skills of its workforce, streamlining its design-for-manufacturing processes, and building a highly efficient, autonomous future.Episode Chapters0:00 Defining AI in Manufacturing2:40 Robotics4:42 Open Source Models & Data Sovereignty8:34 Deploying Tech Globally11:07 Labs vs. Active Factory Floors13:06 Scale Is the Real Bottleneck16:56 Humanoid Robots21:13 Gaming and the Evolving Workforce28:57 Magna Data Flywheel31:06 The Future of Robotaxi Manufacturing32:32 Future of Magna33:56 AUTNMY AI--------About The Road to AutonomyThe Road to Autonomy is the leading applied intelligence platform covering the convergence of automation, autonomy, and the Autonomy Economy.™.Through our podcasts, newsletter, Indices and proprietary applied intelligence, we set the narrative for institutional investors, industry executives, and policymakers navigating the convergence of automation, autonomy, and economic growth.Join institutional investors and industry leaders who read This Week in The Autonomy Economy every Sunday. Each edition delivers exclusive insight and commentary on the autonomy economy, helping you stay ahead of what's next.Sign up for This Week in The Autonomy Economy newsletterFollow The Road to Autonomy IndicesSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Fixable
The power of constraints (w/ Master Fixer David Epstein)

Fixable

Play Episode Listen Later Jul 13, 2026 33:38


Constraints often feel frustrating and limiting — but they can also create the friction that sparks creative breakthroughs, reveals better solutions, and leads to more thoughtful decisionmaking. In this episode, Anne and Frances are joined by David Epstein, an investigative reporter and bestselling author of the new book Inside the Box: How Constraints Make Us Better. They discuss why limits are powerful tools for clarity and innovation, examining case studies of companies that used constraints to accelerate their success (and others that struggled after removing them). They also explore the constraints-based strategies elite athletes use in their training routines.Featured guestFollow David Epstein on Instagram, LinkedIn, Facebook, and at davidepstein.com/Buy Inside the Box: How Constraints Make Us BetterSubscribe to David's substack Range WidelyConnect with the teamFollow Anne on Instagram and LinkedIn Follow Frances on Instagram and LinkedInWatch Fixable videos on youtube.com/@TEDPodsVisit Anne and Frances' websiteHave a question you want Anne and Frances to solve? Email the team at fixable@ted.com or leave a voicemail at 234-349-2253Follow TED on X, Instagram, Facebook, LinkedIn, and TikTokFor the full text transcript, visit ted.com/podcasts/fixable-transcripts Hosted on Acast. See acast.com/privacy for more information.

On Brand with Nick Westergaard
Positioning in Eight Words (or Fewer!)

On Brand with Nick Westergaard

Play Episode Listen Later Jul 13, 2026 31:31


What makes you different? Do you have a concise and compelling answer to that question? When it comes to positioning, less is more. But too often, companies get wordy and convoluted, losing the plot in a sea of text. Emma and Adam Ketterer argue that true clarity comes from radical constraints. In their new book, Eight Words or Fewer, this marketing duo shares how to distill your difference into a single line that sticks: a micropitch. What You'll Learn in This Episode Why B2B companies naturally fall prey to the instinct that more must be better when defining their value proposition The strategic breakdown that occurs during the last mile of the positioning process and how to build for brevity from day one Tactical ways to overcome the anxiety of leaving things out by showing your stakeholder work and mapping customer journeys How to use a homeopathic distillation framework to create a micropitch that infuses everything from sales decks to homepages The creative and editorial realities of writing a pocket guide on concision as a married couple Episode Chapters (00:00) Intro (01:34) Why We Struggle with Brevity (03:27) Losing the Plot in the Positioning Process (06:44) Overcoming the Anxiety of Distillation (09:59) The Subline and Structure of Eight Words or Fewer (12:08) How to Kill Your Darlings (15:27) The Micropitch as a Brand Strategy Anchor (17:26) Collaboration and Constraint as a Married Couple (22:57) Finding Your Point of View and Conviction (25:38) Brands That Make Us Smile (27:50) Where to Connect with Emma and Adam About Emma and Adam Ketterer Emma Ketterer and Adam Ketterer are seasoned marketing professionals specializing in positioning, messaging, and content strategy for B2B technology companies. Emma brings extensive experience from both the agency and corporate sides, currently serving as the Global Lead Editor at Celonis. Adam is a co-founder of Beneath, a specialized B2B marketing agency. As a married couple, they blended their strategic and creative insights to co-author Eight Words or Fewer: Distil your difference into the perfect micropitch, a pocket guide exploring the critical intersection where strategic brand positioning meets ultra-concise writing. What Brands Have Made Emma and Adam Smile Recently? Emma found recent inspiration in the B2B tech space through GitHub's smart, witty, and exceptionally well-produced explainer videos. Adam pointed to the timeless, iconic print campaigns of The Economist, noting how the brand's playful, minimalist approach continues to inspire creative professionals to riff on its memorable format across digital and physical signage. Resources & Links Connect with Emma and Adam on LinkedIn. Check out their new book, Eight Words or Fewer. Watch or listen on Apple Podcasts, Spotify, YouTube, Amazon/Audible, TuneIn, and iHeart. Rate and review on Apple Podcasts and Spotify to help others find the show. Share this episode — email a friend or colleague this episode. Sign up for my free Story Strategies newsletter for branding and storytelling tips. On Brand is a part of the Marketing Podcast Network. Until next week, I'll see you on the Internet! Learn more about your ad choices. Visit megaphone.fm/adchoices

Technovation with Peter High (CIO, CTO, CDO, CXO Interviews)
David Epstein: How Constraints Drive Innovation, Creativity, and Better Leaders

Technovation with Peter High (CIO, CTO, CDO, CXO Interviews)

Play Episode Listen Later Jul 13, 2026 48:49


What if the key to breakthrough innovation isn’t more freedom—but better constraints? In this episode of Technovation, Peter High speaks with bestselling author David Epstein about the surprising ideas behind his newest book, Inside the Box: How Constraints Make Us Better. Drawing on examples from Apple, Pixar, Bell Labs, General Magic, Bach, Dr. Seuss, and scientific research, David explains why carefully designed constraints often produce more creativity, better decisions, and stronger leadership than unlimited choice. Listeners will also learn: Why our brains default to the “path of least resistance” How constraints fuel innovation across business, science, and the arts What General Magic teaches today’s AI leaders Why hypothesis-driven thinking produces better outcomes How leaders can create boundaries that encourage creativity without stifling it This episode is presented by Mailtrap — Modern Email Delivery for developer & product teams. Learn more at mailtrap.io

What is The Future for Cities?
445R_Driving mechanisms of green regeneration in old industrial areas under ecological security constraints: Evolutionary game theory oriented toward public satisfaction (research debate)

What is The Future for Cities?

Play Episode Listen Later Jul 13, 2026 12:44


Are you interested in how regeneration can help old urban areas? Debate of the article titled Driving mechanisms of green regeneration in old industrial areas under ecological security constraints: Evolutionary game theory oriented toward public satisfaction from 2024, by Yang Zhang, Chang Liu, and Caixia Hou, published in the Journal of Urban Planning and Development.This is a great preparation to our next interview with Andy Roberts in episode 446 talking about regenerative design principles. Since we are investigating the future of cities, I thought it would be interesting to see what mechanisms can drive green regeneration in aging industrial districts. This article suggests that achieving sustainable urban transformation requires a balance of public supervision, strategic subsidies and strict environmental regulations.Find the article through this link.Abstract: Old industrial areas have numerous ecological safety problems, requiring green regeneration to mitigate related risks. This study considered the impact of public participation and willingness to adopt green regeneration of old industrial areas and developed an evolutionary game model for the local government and developers. Then, we analyzed the initial strategy and relevant variables of the game through MATLAB (version 2021a) simulation to inform the establishment of green regeneration of old industrial areas. The study results showed that public willingness to use regenerated industrial areas and green preferences could motivate the adoption of green regeneration among developers. The incremental cost of ecological restoration of old industrial areas considerably hinders developers from opting for green regeneration. When the incremental cost exceeds the government's financial subsidies and policy preferences, developers often opt for traditional renovation. Furthermore, punitive measures enforced by local government against developers were found to be more effective than incentives; when the cost of punishment exceeds the incremental cost of ecological restoration, developers often opt for green regeneration. Although the ecological safety concerns in old industrial areas can prompt local governments to opt for stringent regulations and developers for green regeneration at the beginning of the game model, evolutionary stability is not reached.Connected episodes you might be interested in:No.266 - Interview with Alison Whitten about regenerative urban practicesNo.295R - Critical success factors for public-private partnerships in urban regeneration projectsNo.438 - Interview with Joris de Leeuw about regenerating urban ecosystems and food forestsYou can find the transcript through ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠th⁠i⁠⁠⁠s link⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.What was the most interesting part for you? What questions did arise for you? Let me know on Twitter ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠@WTF4Cities⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ or on the ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠wtf4cities.com⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ website where the⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠showno⁠t⁠es⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠are also availableI hope this was an interesting episode for you and thanks for tuning inEpisode generated with ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Descript⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ assistance (⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠affiliate link⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠)Music by ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Lesfm ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠from ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Pixabay

Silicon Curtain
1141. Are There NO Constraints on Putin? Why is Russia Allowed to Murder with IMPUNITY?!

Silicon Curtain

Play Episode Listen Later Jul 12, 2026 41:41


LINKS:https://www.youtube.com/@AllOutontheEasternFronthttps://www.linkedin.com/in/ekaterina-shengeliya-8753a5171/----------SUPPORT THE CHANNEL:https://www.buymeacoffee.com/siliconcurtainhttps://www.patreon.com/siliconcurtainhttps://www.gofundme.com/f/scaling-up-campaign-to-fight-authoritarian-disinformation----------TRUSTED CHARITIES ON THE GROUND:Car4Ukrainehttps://car4ukraine.com/en-US/campaignsDzyga's Pawhttps://dzygaspaw.com/projectsSuperhumans - Hospital for war traumashttps://superhumans.com/en/UNBROKEN - Treatment. Prosthesis. Rehabilitation for Ukrainians in Ukrainehttps://unbroken.org.ua/Come Back Alivehttps://savelife.in.ua/en/Chefs For Ukraine - World Central Kitchenhttps://wck.org/relief/activation-chefs-for-ukraineUNITED24 - An initiative of President Zelenskyyhttps://u24.gov.ua/Serhiy Prytula Charity Foundationhttps://prytulafoundation.orgNGO “Herojam Slava”https://heroiamslava.org/----------PLATFORMS:Substack: https://substack.com/@siliconcurtainTwitter: https://twitter.com/CurtainSiliconLinkedin: https://www.linkedin.com/in/finkjonathan/Podcast: https://open.spotify.com/show/4thRZj6NO7y93zG11JMtqm----------

Crossings Knoxville
Constraint, General Magic, and the Narrow Way (Poet's Eyes - Week 1)

Crossings Knoxville

Play Episode Listen Later Jul 12, 2026 27:06


How can we embrace our faith journey with Poet's Eyes? How can we learn to see faith as a set of creative constraints—imperfect but liberating? Where can we experiment with our limitations and be freed up to live more fully?Worship Songs:  I Will SingYou Hold It All⁠Oceans⁠Teaching Song:Faith

Modern Wisdom
Why You Feel Overwhelmed All The Time (and how to fix it) - David Epstein - #1121

Modern Wisdom

Play Episode Listen Later Jul 9, 2026 78:58


David Epstein is a science journalist and author. Is discipline really freedom? When we feel overwhelmed, it can seem like the problem is that we have no freedom. But maybe the opposite is true: maybe we have too much freedom, too many options, and too little structure. So why can setting constraints become a superpower? And when you're overwhelmed, why might choosing limits actually make you feel more free? Expect to learn what the Green Eggs and Ham effect is, why having constraints is so unsexy, how setting limits powers learning, the real meaning of “The Road Not Taken”, why it is important to decide what not to do, how to tell if you have too much freedom or too many constraints, and much more… Sponsors: See discounts for all the products I use and recommend: ⁠⁠https://chriswillx.com/deals⁠⁠ Get 35% off your first subscription on the best supplements from Momentous at https://livemomentous.com/modernwisdom Get 10% discount on all Gymshark products at https://gym.sh/modernwisdom (use code MODERNWISDOM10) Get a free bottle of D3K2, an AG1 Welcome Kit, and more when you first subscribe at https://ag1.info/modernwisdom Get 15% off your first order of my favourite Non-Alcoholic Brew at https://athleticbrewing.com/modernwisdom Get ChatGPT to explore ideas, solve problems, and learn faster at ⁠https://chatgpt.com Timestamps: (00:00) How Dr. Seuss Changed Children's Books Forever (03:30) Why We Avoid Constraints (and Why That's a Mistake) (11:37) Why Is Choice So Overwhelming? (18:06) The Tension Between Freedom and Constraint (22:07) The Genius Behind General Magic (29:33) How Limits Power Learning (37:01) Why Fewer Options Feel Harder to Choose From (45:58) Is Anything Truly Original? (53:56) How to Break Free From Habit and Convention (56:45) Are Constraints the Secret to Great Design? (01:00:26) Is Multitasking Secretly Hurting You? (01:03:48) The Best Examples of Locking In (01:08:44) When Optimisation Turns Into Obsession (01:13:39) How to Use Constraints Without Being Trapped (01:15:41) What the “Road Less Travelled” Really Means (01:18:08) Where to Find David Extra Stuff: Get my free reading list of 100 books to read before you die: ⁠⁠https://chriswillx.com/books⁠⁠ Try my productivity energy drink Neutonic: ⁠⁠https://neutonic.com/modernwisdom⁠⁠ Episodes You Might Enjoy: #577 - David Goggins - This Is How To Master Your Life: ⁠⁠lnkfi.re/SN-Goggins⁠⁠ #712 - Dr Jordan Peterson - How To Destroy Your Negative Beliefs: ⁠⁠lnkfi.re/SN-Peterson⁠⁠ #700 - Dr Andrew Huberman - The Secret Tools To Hack Your Brain: ⁠⁠lnkfi.re/SN-Huberman⁠⁠ - Get In Touch: Instagram: ⁠⁠https://www.instagram.com/chriswillx⁠⁠ Twitter: ⁠⁠https://www.twitter.com/chriswillx⁠⁠ YouTube: ⁠⁠https://www.youtube.com/modernwisdompodcast⁠⁠ Email: ⁠⁠https://chriswillx.com/contact⁠⁠ - Learn more about your ad choices. Visit megaphone.fm/adchoices

Elevate Construction
Ep.1636 - Massive and Small Problems on the Job Site

Elevate Construction

Play Episode Listen Later Jul 7, 2026 8:42 Transcription Available


In this episode, Jason explores the importance of addressing both massive and small problems on construction sites. He breaks down how visual boards, magnet-level roadblocks, and systematic categorization can help project teams tackle every issue efficiently from a stuck pile of plywood to critical RFIs that could halt work. What you'll learn in this episode: Why focusing only on big problems leaves small issues unresolved. How to use magnet boards to visually track and prioritize roadblocks. The pattern of addressing overburden, unevenness, and waste in sequence. How Theory of Constraints informs problem-solving on the job site. Why a systemic approach beats reactive firefighting. Are you handling both the big and small problems on your projects, or are some slipping through the cracks? If you like the Elevate Construction podcast, please subscribe for free and you'll never miss an episode.  And if you really like the Elevate Construction podcast, I'd appreciate you telling a friend (Maybe even two

Talk Design
Jason Boyer - How Constraints Make Better Homes

Talk Design

Play Episode Listen Later Jul 7, 2026 111:22


Discover how embracing strict physical site constraints and moving from traditional open-plan layouts to an innovative "broken plan" design can unlock ultimate design freedom and preserve long-term property value.If you believe that great architecture should touch the soul and leave a permanent imprint on the people who inhabit it, this episode is required listening. In this conversation, I am joined by design-forward real estate developer Jason Boyer to deliver a masterclass on how physical site constraints can be leveraged to generate exceptional design breakthroughs. We place the focus directly on the shift from traditional open-plan residential layouts to the innovative concept of a "broken plan"—creating a space that feels right for you and allows a home to flow seamlessly from boundary to boundary while offering distinct pockets of absolute privacy and social scale.Core Architectural & Development InsightsThe "Broken Plan" Layout: Moving beyond traditional open-plan living to establish a design that connects with who you are, balancing shared social spaces with deep, acoustic privacy.The Four-Times Exit Formula: Unpacking the specific structural and financial metrics that govern high-end property development and land capitalization.Navigating Site Constraints: The precise engineering calculations used to depress living spaces into a sloped wash site, effortlessly working within a strict 20-foot municipal height limit while capturing eastern views of Camelback Mountain.Climate-Responsive Design: How intentional shade orientation, natural cooling breezes, and native vegetation transform a property into a responsive sanctuary that improves with age.Risk Mitigation & Asset ProtectionWe also discover a highly practical approach to asset protection and risk mitigation in real estate. Jason explains how retaining architectural documentation and establishing structured, programmed property management frameworks can protect long-term property values. Whether you are an aspiring developer looking to build your first investment capital pool or a homeowner wanting to optimize your primary suite layout, this conversation provides clear, actionable insights on the intersection of human biology, spatial control, and creating a place that feels deeply personal, functional, and alive. Hosted on Acast. See acast.com/privacy for more information.

Just Fly Performance Podcast
522: Scott Leech on Constraint-Led Speed Training, AI, and the Future of Coaching

Just Fly Performance Podcast

Play Episode Listen Later Jul 2, 2026 82:17


Scott Leech explores how constraints, games, and technology can enhance athletic development without sacrificing high-performance outcomes. Scott discusses adapting summer training around limited facilities, balancing speed and conditioning with GPS data, and using game-based drills to teach movement while maintaining athlete engagement. The conversation also dives into the psychology of coaching, variability in training, jump testing, vision work, and practical ways coaches can begin leveraging AI as a research assistant and organizational tool while preserving their own coaching philosophy and intuition. Today's episode is brought to you by Hammer Strength and the Vert Trainer.

Creators Table with Drew Cost
She Didn't Exercise to Lose Weight... It Saved Her Life

Creators Table with Drew Cost

Play Episode Listen Later Jul 2, 2026 37:15


We explore what's really holding people back in their next chapter.Constraint conversations. Simple movement. Real stories.I interview people over 40, break down what's working (and what's not), and share simple ways to build strength, clarity, and direction in life.This is for anyone who feels stuck and wants to move forward mentally, physically, and emotionally.

The John Batchelor Show
S8 Ep1077: King Charles III and the Revitalization of the Royal Navy. Guest: Gregory Copley. Copley highlights King Charles III's personal connection to the Royal Navy and his efforts to revitalize the service. Despite budget constraints, the UK is build

The John Batchelor Show

Play Episode Listen Later Jul 1, 2026 6:31


King Charles III and the Revitalization of the Royal Navy. Guest: Gregory Copley. Copley highlights King Charles III's personal connection to the Royal Navy and his efforts to revitalize the service. Despite budget constraints, the UK is building new capital ships and submarines to maintain maritime power. The King's involvement is seen as crucial for maintaining military morale and national defense during periods of governmental incompetence. 121871

Design Better Podcast
Chris Entwisle and Mark Havens: authors of WAIL on the constraints that led to timeless designs for Prestige Records

Design Better Podcast

Play Episode Listen Later Jul 1, 2026 24:48


Years ago, two friends in Philadelphia — both designers, both obsessed with jazz — kept noticing the same notation on the back of their favorite records: “recorded by Van Gelder in Hackensack.” So one Saturday they drove out to find it. They tracked down the address in a 1955 phone book, pulled up — and found a parking lot. No sign, no plaque, nothing to mark that Rudy Van Gelder had once turned his parents' living room into a recording studio there, capturing some of the most important American music of the century. This is a preview of a premium episode. To hear the whole thing, head over to our Substack:⁠https://designbetterpodcast.com/p/chris-entwisle-and-mark-havens⁠ That quiet drive home planted the seed for a twenty-year project. Mark Havens and Chris Entwisle are the authors of WAIL: The Visual Language of Prestige Records — the first real look at the design history of a label that, unlike Blue Note, never got its design mythology, despite cover art that's just as striking and durable. They tracked down original pressings, interviewed the designers before that history disappeared for good, and uncovered how a label run, in one historian's words, “like a mom and pop store” — no budget, no briefs, no marketing department — produced a visual identity coherent enough to still echo through design today. Buy the book What we love about this conversation is how much of it comes down to constraints driving creativity. Reid Miles couldn't afford imagery, so he made typography the art. Tom Hannon had no budget for stock photography, so he shot the musicians himself. Designers got an album title and nothing else — no brief, no comp, no client approval — and turned that absence of direction into creative freedom, because Bob Weinstock simply “viewed it all as art,” the music and the covers alike. This is a conversation about jazz, but it's also about what happens to creative work when nobody's watching too closely, and why limitations so often produce things that last. Bios Chris Entwisle is an artist and illustrator. For over thirty years, he has used his passion for both jazz and postwar graphic design in his illustration work. Entwisle has a BA in graphic design from Rutgers University. He and his wife live in the Philadelphia area. Mark Havens is an artist and educator with a dual background in graphic and industrial design. His work has been exhibited internationally and is held in both public and private collections. Out of Season, his first major monograph, was described by the New York Times as “a decade-long elegy.” Havens is a professor of industrial design at Thomas Jefferson University. *** Premium Episodes on Design Better This is a premium episode on Design Better. We release two premium episodes per month, along with two free episodes for everyone. New premium subscriber benefit: we've launched a private Slack workspace…join now to connect with designers, product leaders & creative practitioners in our community. And get a behind-the-scenes pass to every episode with The Roundup, where each week we bring you insights and actionable tactics from recent episodes. Premium subscribers get access to the documentary Design Disruptors and our growing library of books. You'll also get access to our monthly AMAs with former guests, ad-free episodes, discounts and early access to workshops, and our monthly newsletter The Brief that compiles salient insights, quotes, readings, and creative processes uncovered in the show. And subscribers at the annual level now get access to the Design Better Toolkit, which gets you major discounts and free access to tools and courses that will help you unlock new skills, make your workflow more efficient, and take your creativity further. Upgrade to paid Learn more about your ad choices. Visit megaphone.fm/adchoices

Machine Learning Street Talk
The Benchmark With No Instructions — ARC-AGI-3 (winning team!)

Machine Learning Street Talk

Play Episode Listen Later Jul 1, 2026 84:34


Tim Scarfe travels to Zurich to sit down with the Tufa Labs ARC-AGI-3 team — founder Benjamin Crouzier, with Jeroen Cottaar, Dries Smit, Stefano Viel and Michal Tesnar — to work out what their leaderboard-topping system does and what the benchmark is really testing.The cut opens on the games: a walkthrough of the Locksmith game, where you read the rules of an unfamiliar world straight from raw frames. ARC-AGI-3 makes ARC interactive and agentic, so the model has to *discover* the goal rather than transduce a static grid. It stays easy for humans and breaks LLMs, and it runs through everything that follows. Dries traces his StochasticGoose preview win — brute force that only searched actions which changed the frame — and why it collapsed once the organisers added action-efficiency scoring and unseen games.Induction and transduction run through the middle of the conversation — how much of an answer is really priors leaking back the moment a model recognises a maze. The abstraction mountain, and Tim's case that LLMs reach the right answer through fractured, entangled representations — performance, not competence. Whether transformers plan at all or just fake it well enough. Why the score really measures action efficiency, not games solved, and why agents lock onto the wrong goal and cannot climb back out.Crouzier closes on the Tufa Labs thesis — a small lab against the giants, the bitter lesson against hand-built harnesses, and safety — and Tim ties it back to Kenneth Stanley, deep constraints, and creativity as competence.Disclosure: Tufa Labs sponsors MLST. ---TIMESTAMPS:00:00:00 Meet the Tufa team and what makes ARC-AGI-3 hard00:02:11 Locksmith game: reading the rules from raw frames00:03:10 Why build an independent research lab00:04:11 StochasticGoose: a preview win, then the hardened games00:07:58 Induction, transduction, and priors inside LLMs00:10:31 Curiosity, world models, and exploring by frame change00:14:32 Understanding debt and losing sight of your own code00:15:53 Requirements-based agents and human-AI co-creativity00:19:22 Why auto-research misses the big picture00:21:54 The abstraction mountain and fractured representations00:27:36 Constraints and making LLMs act as if they understand00:34:51 Human difficulty calibration, esports priors, and emergence00:41:35 Agency, goal acquisition, and two kinds of planning00:47:31 Harnesses, the 36% number, and wrong-goal loops00:52:33 Rewards, goals, and why ARC-AGI-3 resists brute force01:00:46 Would solving ARC-AGI-3 prove AGI?01:07:53 Stripping language away, then priors leak back01:14:06 Representation and whether language is necessary01:18:04 The bitter lesson versus specialised harnesses01:22:20 Capability research, safety, and the software singularity---REFERENCES:organization:[00:02:11] ARC-AGI-3https://arcprize.org/arc-agi/3[00:03:10] Tufa Labshttps://tufalabs.ai/team/[00:04:20] ARC-AGI-3 Preview Agent Competitionhttps://arcprize.org/competitions/arc-agi-3-preview-agentstool:[00:04:55] StochasticGoose ARC-AGI-3 solutionhttps://github.com/DriesSmit/ARC3-solution[00:07:42] ArcGenticahttps://github.com/symbolica-ai/arcgentica[00:07:49] RGB-Agenthttps://github.com/alexisfox7/RGB-Agent[00:14:38] Claude Codehttps://www.anthropic.com/claude-code[01:03:42] Qwen 3.6 27Bhttps://huggingface.co/Qwen/Qwen3.6-27Bpaper:[00:13:03] On the Measure of Intelligencehttps://arxiv.org/abs/1911.01547[00:27:42] DreamCoderhttps://arxiv.org/abs/2006.08381[00:43:55] On the Biology of a Large Language Modelhttps://transformer-circuits.pub/2025/attribution-graphs/biology.html[01:18:46] ImageNet Classification with Deep CNNs (AlexNet)https://proceedings.neurips.cc/paper_files/paper/2012/file/c399862d3b9d6b76c8436e924a68c45b-Paper.pdfother:[01:18:16] The Bitter Lessonhttp://www.incompleteideas.net/IncIdeas/BitterLesson.html---https://app.rescript.info/share/463d7f031349b4b9db428553eed88230

How To! With Charles Duhigg
How Constraints Make Us More Creative

How To! With Charles Duhigg

Play Episode Listen Later Jun 30, 2026 33:48


Ofra splits her time among a number of hobbies in her retirement, but she wants to stop feeling rudderless and find the focus necessary to write a book of observational humor based on her twenty-year career as a psychotherapist. Enter David Epstein, workplace researcher and author of Inside the Box, who advocates for creating artificial structure and imposing concrete deadlines rather than falling into the trap of endless optionality. He introduces Ofra to an evaluation rubric for vetting creative output, advising her to write a mock press release before starting her project to define her audience and clarify the exact parenting misconceptions she wants to target. He exposes the traps of subtraction neglect that trick retirees into adding too many low-stakes activities to their daily routines. Executive Producer Corey Wara Edited by Geoff Craig Booking by Ben Astaire Do you have a burning question or a problem you need help with? Email us at howto@mikepesca.com and we will consider your topic for the show. For full Pesca content and updates, check out our website at https://www.mikepesca.com/⁠⁠⁠⁠⁠⁠⁠⁠ To receive ad-free content, become a Pesca Plus subscriber at ⁠⁠⁠⁠https://subscribe.mikepesca.com/ For Mike's daily takes on Substack, subscribe to The Gist List https://mikepesca.substack.com/ Follow us on Social Media:⁠⁠⁠⁠ Instagram https://www.instagram.com/pescagist/ X https://x.com/pescami YouTube https://www.youtube.com/@pescagist⁠⁠⁠⁠ TikTok https://www.tiktok.com/@pescagist To advertise on the show, contact ⁠⁠⁠⁠ad-sales@libsyn.com⁠⁠⁠⁠ or visit ⁠⁠⁠⁠https://advertising.libsyn.com/howto

Delivering Marketing Joy Webshow
How Constraints Unlock Creativity and Innovation (David Epstein)

Delivering Marketing Joy Webshow

Play Episode Listen Later Jun 30, 2026 9:20


For years, we've been told that creativity comes from thinking outside the box. But what if that advice is incomplete—or even wrong? In this video, I explore the idea of thinking inside the box, heavily influenced by the work of David Epstein and his book on the subject. The core idea is simple but powerful: constraints, limitations, and structure don't always reduce creativity—they often fuel it. We talk about why boundaries can lead to better problem-solving, stronger innovation, and more focused execution in business and life. Instead of waiting for unlimited resources or perfect conditions, sometimes the best ideas come from learning how to maximize what's already in front of you. If you've ever felt limited by constraints, this conversation may completely change how you think about them. What feels like a box might actually be the thing that helps you create something better.

Law Firm Growth Podcast
Agentic Ai for Law Firms Part 4 - Thinking Outside of Constraints

Law Firm Growth Podcast

Play Episode Listen Later Jun 30, 2026 10:36


Agentic Ai for Law Firms Part 4 - Thinking Outside of Constraints>> Get the newest LFG episodes delivered to your inbox when you Sign Up for our Newsletter.>> Get the new book beyondintakebook.comResource Links:Fast track your marketing efforts while avoiding common marketing mistakes in our new trainingEstate planning attorney? Stop guessing how to get results from online ads and grow your firm with our client-generating Seminar 3.0 Hosted on Acast. See acast.com/privacy for more information.

Crazy Wisdom
Episode #557: Measuring What Matters: When Breaking Things Apart Loses the Truth

Crazy Wisdom

Play Episode Listen Later Jun 29, 2026 64:06


In this episode, Stewart Alsop sits down with Aaron Lowry, founder of Circulatory Fidelity, to dig into some genuinely mind-bending territory — from Aaron's framework for measuring load-bearing dependencies between things, to the multi-agent AI lab he's built to do cross-domain scientific research, to the surprising parallels between entropy, ontology, and hand-wrapping a wiring harness on a vintage car. They also get into abductive reasoning, the problem of combinatorial explosion, why consensus is the secret engine of civilization, and what it actually means to build a system with an explicit ontology versus just winging it. Check out Aaron's work at circulatoryfidelity.com.Timestamps00:00 — Aaron explains his framework of abduction as a third mode of reasoning alongside induction and deduction, describing his approach as "cataloging shadows" of things we can observe but not yet define.05:00 — The conversation shifts to consensus mechanisms, measurement systems, and how shared definitions in language and commerce reduce friction in civilized society.10:00 — Stewart and Aaron discuss communication loss in human language, how close-knit groups develop lower-loss protocols, and the parallel to business relationships and trust.15:00 — Aaron breaks down Circulatory Fidelity as an algebraic measuring tool for load-bearing dependencies between things, connecting it to relevance realization and combinatorial explosion.20:00 — Aaron describes his multi-agent AI lab, including domain tiers, inter-domain translation using semiotics, and how he coined the term complexity to replace the ambiguous word "synergy."25:00 — Discussion of ontologies, Poincaré discs, and how Aaron's lab explicitly structures relational primacy versus reductionism through a theology agent and an adversary agent.30:00 — Aaron walks through how his agents manage circulatoryfidelity.com and how the adversary functions as a generative tension mechanism against overclaiming.35:00 — The episode closes on Aaron's work in vintage car restoration, tying craftsmanship, wiring harnesses, and the philosophy of participatory creation back to his broader research posture.Key InsightsAbductive reasoning is the overlooked third pillar alongside induction and deduction. Drawn from C.S. Peirce, it works with less firm structures — more intuitive, more shadow-tracking — and Aaron sees it as the right tool for discovering patterns that conventional scientific measurement tends to miss.Cheap factorization is powerful but dangerous. Most of reality can be broken into parts and measured accurately, but some things lose all their relevant information the moment you separate them. Knowing which is which is the whole game.Consensus is infrastructure. From a gram to a traffic light to a shared definition, civilization runs on agreed-upon measurements. The moment consensus breaks down — as the French discovered after their revolution — entire systems become unstable and costly to operate.Constraints are affordances. Entropy and gravity aren't just limitations — they're the ground on which everything is built. Aaron argues that persistent laws of nature are tools, and ignoring them doesn't make them go away, it just makes your model wrong.Ontology is always present, whether you name it or not. Every agent, every system, every framework has one built in. The question is only whether you've made it explicit and intentional — or left it implicit and unexamined.Generative tension is a design principle. Aaron built an adversary agent specifically to challenge overclaims in his lab, mirroring the way opposing forces in nature and tradition keep systems honest and prevent overfitting to comfortable conclusions.Creation is participatory. Whether wrapping a wiring harness for fifty hours or building an agent network, Aaron sees making things as an active, relational process — posture, attention, and intent are what turn potential into reality.

Strategic Alternatives
Which software companies can avoid the AI ‘SaaSpocalypse'?

Strategic Alternatives

Play Episode Listen Later Jun 26, 2026 8:53


Software valuations remain squeezed amid dire predictions of ‘SaaSpocalypse'. But the real future of the sector is likely to be more complex, as RBC's recent Canadian Private Tech Conference underlined. In this episode, Software Analysts Paul Treiber (Canada) and Rishi Jaluria (U.S.) reflect on the competing visions presented at the event, and consider how AI's impact on the sector – and other industries – is playing out.Key Points• Innovation will be the key differentiator for software companies' survival as AI disruption continues.• AI is targeting companies' labor budgets rather than IT spend.• Software M&A remains subdued, pending a recovery in valuations.• Power constraints are limiting the scaling of AI.Introductions [00:06]Paul Treiber introduces colleague Rishi Jaluria for a discussion about the RBC Canadian Private Tech Conference, which featured 25 differentiated tech companies.Software's future [00:40]The conference presented competing views of AI's impact on software. Some foresee the ‘SaaSpocalypse', with software headcount shrinking as AI self-compounds. Others are harnessing AI to move faster and say their customers are expanding software use. Vertical software firms in regulated, workflow-dense environments are better insulated from disruption.Labor impact [03:09]Rather than eating into IT budgets, AI is cannibalizing labor. Beyond software, entire industries are being disrupted. Some believe financial intermediation may disappear.Constraints on AI [04:43]AI processing is accelerating, but memory is growing more slowly and interconnect failing to keep pace, acting as a constraint.M&A [05:15]M&A activity is subdued and will only revive with a recovery in valuations.Sovereign clouds [05:52]Sovereign clouds are seen by some as a tailwind for Canadian companies. Others believe local hosting will prove unnecessary.

The One Inside: An Internal Family Systems (IFS) podcast
Connection After Loss with Liz Brenner

The One Inside: An Internal Family Systems (IFS) podcast

Play Episode Listen Later Jun 25, 2026 31:50


This episode didn't go as planned, and I'm grateful it didn't. I invited Liz Brenner on the podcast to talk about the Family Process article on the family systems roots of IFS she co-authored with Dick Schwartz and Carol Becker in 2023. Instead, we found ourselves talking about grief. A month before we recorded, my dad died unexpectedly. Liz lost her partner, Dan, in 2018, just six weeks after his cancer diagnosis. We both came into the conversation still processing our losses, and grief was the conversation we needed to have.  Takeaways Grief can break you, and it can also heal you. Both can be true at once A felt connection to someone who has died can be a real and ongoing relationship When the spiritual dimension of Self gets left out, the Self-to-part relationship can feel smaller than it actually is Constraint release, an idea from family systems therapy, asks what pattern isn't working rather than what's broken Meaning-making is an often-overlooked stage of grief A part that's afraid of losing connection to someone you love can be asked to step back (Liz learned that during a session with Dick Schwartz) Family systems theory shaped IFS more than we realize We'll have Liz back on to finish the conversation about the family systems article.  About Liz Brenner Liz Brenner, LICSW, is the director of Therapy Training Boston, the continuing legacy of the Family Institute of Cambridge. She is the primary instructor of their Intensive Certification Program in Couples and Family Therapy and co-author, with Richard Schwartz and Carol Becker, of the 2023 Family Process article on the development of the IFS model (email Liz for access to the article). Follow Therapy Training Boston on Facebook or Instagram. Links: Therapy Training Boston Courses and Workshops Episode Sponsor This episode is sponsored by Souliology. Souliology offers retreats and immersive learning experiences for IFS professionals, many led by IFS Senior Lead Trainers and eligible for continuing education credits. Their programs support deep professional and personal growth, offering space to step away from the demands of daily life so you can return to your practice more present and resourced for the clients you serve. Souliology: Where growth meets depth. Learn more at souliology.com About The One Inside I started this podcast to help spread IFS out into the world and make the model more accessible to everyone. Seven years later, that's still at the heart of all we do.  Join The One Inside Substack community for bonus conversations, extended interviews, meditations, and more. Find Self-Led merch at The One Inside store. Listen to episodes and watch clips on YouTube. Follow me on Instagram @ifstammy or on Facebook at The One Inside with Tammy Sollenberger. I co-create The One Inside with Jeff Schrum, a Level 2 IFS practitioner and coach. Resources New to IFS? My book, The One Inside: Thirty Days to Your Authentic Self, is a great place to start. Want a free meditation? Sign up for my email list and get "Get to Know a Should Part" right away. Sponsorship Want to sponsor an episode of The One Inside? Email Tammy. 

The 80/20 Show
How Dungeons and Dragons Teaches Better Teamwork (Larry Cummings from Off The Map Games)

The 80/20 Show

Play Episode Listen Later Jun 25, 2026 68:55


Larry Cummings of Off The Map Games joins the show to talk about system design, small teams, RPGs, and why games can teach us so much about collaboration, creativity, and how people work together.Key TakeawaysSmall teams work because people need shared context, trust, and different perspectives to create something meaningful.Constraints do not kill creativity. They often give creators the boundaries they need to make stronger choices.Games are not just entertainment. They can reveal how people collaborate, solve problems, take risks, and tell stories together.Feedback, surprise, and things going wrong are often where the most interesting creative breakthroughs happen.Follow Off the Map Games:Instagram YouTubeWebsiteFollow Creatives Prevail:InstagramTikTokWebsiteSign up for our newsletter The Monthly Scramble for featured episodes, reviews and more success stories!Want to take a moment to recommend RootNote, a platform that helps creators track their stats and growth across multiple platforms, and makes it easy to share clean analytics with potential partners without constantly updating your one sheet or sponsorship deck. It's also especially useful for agencies managing creator rosters.They're also currently offering a course with step-by-step lessons on how creators can secure brand deals and build better partnerships.Use code CREATIVESPREVAIL for 30% off the $297 course plus RootNote Premium access at rootnote.co. And yes, we get a commission.Note: We ONLY make recommendations for products and services that we have tried ourselves and believe in their results as well as the people behind them.We would love to hear from you! Please give us a review, this really helps get others to listen in. Any suggestions on how we can improve? DM us on Instagram or TikTok.Host: Mike ZimmerlichProduced by: Omelette PrevailPost-Production: EarthtoMoiraMusic by: Daphne GreeneTech Specs:Mic and Headphone Setup:Limelight Dynamic Mic (512 Audio / Warm Audio)Vocaster One (Focusrite)MBS9500 Microphone Boom Arm (On-Stage)Pro X2 Headphones (Logitech)Light Setup:Litra Beam (Logitech)Glide Lively Wall Lights (Govee)Squares (Twinkly)Key Light (Elgato)

The Hard Way w/ Joe De Sena
11 Years Pro Soccer: Hugh Roberts on Getting Benched, Training Alone, and Never Quitting

The Hard Way w/ Joe De Sena

Play Episode Listen Later Jun 23, 2026 25:00


Spartan Race started as an idea written on a napkin during a financial crisis. No business plan. Limited money. No guarantee any of it would work. Brian Duncanson, one of the original architects behind Spartan, sits down with Joe De Sena to walk through the real origin story: a meeting in Hartford in December 2009, the decision to fire before aiming, and a ragtag team that turned mud and barbed wire into a global brand operating in 45 countries.   They break down the Fenway Stadium gamble Joe did not want to take, the pandemic pivot that forced DECA into a box, and why the strongest ideas at Spartan came when resources were thinnest. Brian also introduces his book, Becoming Spartan: Leveraging Friction to Forge, Scale, and Outlast, and explains what seventeen years of building under pressure taught him about action, constraint, and the 1% daily grind. Things You Will Learn: Why the strongest business innovations at Spartan came from resource constraints rather than abundance. The fire-ready-aim approach that turned a napkin sketch into a global endurance brand during a financial crisis. What breaking a massive goal into checkpoint-sized commitments does for focus, execution, and follow-through. Tools & Frameworks Covered: Two Bike Math: When you lose a resource, the team that adapts fastest wins. Constraint forces innovation you would never find in comfort. Fire Ready Aim: Stop planning. Launch small. Test in the market. Adjust under pressure. The plan improves only after contact with reality. Checkpoint Navigation: Break the hundred-mile goal into five-mile segments. Solve the first one. Then move to the next. Momentum compounds.   If this episode moved you, do not just listen. Do something about it. Sign up. Show up. Do the work. Spartan.com. No more excuses. Chapters: 00:00 Intro: Joe and Brian Duncanson go back to the late 1990s 01:04 How adventure racing on TV changed Brian's corporate life 03:50 Why adventure racing was too expensive and too hard to scale 05:19 Joe at nine years old: destroying a park to build a BMX track 07:07 Leaving Wall Street: Joe stops feeling alive at the trading desk 08:01 Financial crisis, biking across America, and a friend's death on the road 09:17 The Hartford napkin: December 2009 and the birth of Spartan 12:44 The ragtag team that invented the spear throw and rope climb 14:31 The Fenway Stadium gamble Joe did not want to take 16:35 Complacency kills: why backs-against-the-wall moments drive the best work 17:58 Eight kids staring at devices and three playing hacky sack 20:52 Kids chose their phones over ice cream and watched it melt 22:14 Burning through cash to build a global brand, then doing it again after the pandemic 25:03 Brian's book: how Spartan stories became business lessons 28:50 Why sitting around planning kills more ideas than launching ugly 29:56 Action as the antidote: checkpoints, calendars, and the first five miles 33:05 Hammering metal into a sword: the 1% daily grind that outlasts shortcuts   Brian Duncanson is a longtime Spartan community member, endurance athlete, and event producer who has spent years embracing unpredictable challenges and pushing beyond comfort zones. Having competed in more than 50 adventure races while producing over 150 race events, Brian has built a life around resilience, leadership, and taking on difficult challenges. His story highlights endurance, adaptability, and the mindset required to keep showing up when things get hard. Connect to Brian: Website: https://linktr.ee/brian_duncanson Instagram: https://www.instagram.com/brianduncanson LinkedIn: https://www.linkedin.com/in/brian-duncanson-6825971a Amazon: https://www.amazon.com/dp/B0H2RCLPLG

Basketball Coach Unplugged ( A Basketball Coaching Podcast)
Ep 1956 Are Your Open Gyms Building Winners… or Just Filling Time?

Basketball Coach Unplugged ( A Basketball Coaching Podcast)

Play Episode Listen Later Jun 23, 2026 10:41


https://teachhoops.com/ Open gym can be one of the most valuable parts of your offseason — or one of the biggest wastes of time. Too often, players show up, shoot around, play sloppy games, argue calls, and leave without getting better. In this episode, Coach breaks down how to turn open gym into a culture-building, competitive, player-led environment that actually helps your team win later in the season. Open gym should not be random. Random open gyms create random habits. If players are going to be in the gym, coaches need a simple structure that builds the things that matter: communication competitiveness leadership shot selection defensive habits team standards accountability Open gym does not need to feel like practice, but it should still have purpose. Too many open gyms become: half-speed shooting lazy transition defense arguing over fouls players choosing teams by popularity no communication no standards no leadership no carryover to the season Players get sweaty, but they do not always get better. Before the first game starts, give players one clear standard for the day. Examples: “Today we sprint back every possession.” “Today we talk on every screen.” “Today every team must get a paint touch before a shot.” “Today no one argues calls.” “Today the winning team stays only if they defend.” One standard gives the gym focus. 1) The First 10 Minutes: Skill With PurposeStart with something short and sharp. Examples: finishing through contact catch-and-shoot decisions two-dribble attacks closeout into containment advantage passing This sets the tone and keeps players from drifting into lazy habits. 2) The Middle Segment: Competitive Play With ConstraintsDo not just roll the ball out. Add a rule that teaches the habit you want. Examples: no paint touch, no point defensive stop counts double no talking, possession does not count turnover means automatic point for the other team must make one extra pass before scoring Constraints teach better than speeches. 3) The Final Segment: Pressure FinishEnd open gym with something that feels like a game. Examples: first team to 3 stops wins down 4 with 2 minutes left free throw decides possession no dribble possession one stop to stay on Players remember how you finish. Open gym reveals a lot if you know what to look for. Watch for: Who organizes the group? Who talks when they are tired? Who competes without the ball? Who includes younger players? Who pouts after mistakes? Who sprints back after a bad shot? Who makes others better? Your team's future leaders often reveal themselves in open gym before they ever get a title. Open gym should not be coach-dominated. Give players ownership. Assign simple jobs: one player starts warmups one player explains the standard one player organizes teams one player tracks wins and stops one player brings younger players into the group You are not just building basketball habits. You are building ownership. At your next open gym, do not just unlock the doors and hope. Pick one standard. Add one constraint. Create one pressure finish. Then watch who leads, who competes, and who brings others with them. Open gym should have purpose without feeling like formal practice One daily standard is enough Constraints create better habits than lectures Pressure finishes teach competitiveness Open gym reveals leaders, connectors, and tone-setters Random open gyms create random teams The offseason is not just about who gets shots up. It is about who builds habits when nobody is clapping. Make open gym matter. Make it competitive. Make it player-led. Make it something that carries into your season. For open gym templates, practice plans, leadership tools, and complete coaching systems, go to: teachhoops.com The Big IdeaThe Problem With Most Open GymsThe Open Gym StandardThe 3-Part Open Gym StructureWhat Coaches Should WatchThe Leadership PieceCoach ChallengeKey TakeawaysClosing Thought Learn more about your ad choices. Visit podcastchoices.com/adchoices

The Tech Exec Podcast with Aviv Ben-Yosef

Your team's not a bunch of chickens; you need not aim at making them "free range." Sometimes, leadership is precisely about limits, constraints, and guidance. You'll be surprised to know it can often boost productivity and creativity. More in this week's episode!Grab a copy of my books, Capitalizing Your Technology and  The Tech Executive Operating System.Subscribe to the best newsletter for tech executives.For any questions or comments, reach out to me directly: aviv@avivbenyosef.com

Developer Tea
Software Engineering Principles That Still Hold Up in an Agentic World - Old Lessons Made New

Developer Tea

Play Episode Listen Later Jun 18, 2026 31:28


The skills problem isn't going anywhere — it's just wearing new clothes. In this episode, I unpack how the lessons we learned decades ago (limiting work in progress, the theory of constraints, test-driven development) are coming roaring back as the fundamentals that will carry you through the agentic shift. The bottleneck has moved, and knowing where it went changes how you should work. A lot of what we're learning about building with agentic tooling isn't new at all — it's a re-emphasis on lessons software engineers learned twenty years ago, just arriving in a new form. In today's episode, I walk through why the fundamentals are becoming more important than ever, why so many of us feel scattered despite having the most powerful tooling we've ever had, and where the real bottleneck in software delivery has quietly moved. My goal isn't to convince you that your job is now babysitting AI — it's to show you which parts of the work are still squarely yours, and how older principles can make you faster and more confident right now. Limiting Work in Progress Is Back: Just because you can spin up fifty agents doesn't mean you should split your focus across fifty things. Orchestrated fan-outs are powerful, but a human juggling agents across hiring, on-call, and a project all at once still pays the same old context-switching tax — and the quality drops while the speed never improves. Work Deeper, Not Wider: Instead of spreading yourself shallowly across more tickets, run multiple sessions on the same domain. Write a competing or adversarial version that critiques your assumptions, develop better documentation, or capture what you're learning as a reusable skill. Depth beats breadth. The Scattered-Engineer Epidemic: Engineers are burning out faster, not slower. We have the capacity to push more through the pipeline, so we're getting handed (or choosing) more than we can carry. Reducing parallelism often holds your delivery speed steady while dropping your cycle time and raising quality. The Theory of Constraints, Revisited: Treat your software development lifecycle as a pipeline with a bottleneck — and if you can't find one, you've optimized one part too far. Writing code used to be the choke point, so we spent enormous energy de-risking work before it ever reached an engineer. The Bottleneck Has Moved: When production gets cheap, it's no longer worth heavily de-risking upstream — which is why engineers are picking up more experimental, proof-of-concept, discovery work, and product folks are prototyping with these tools too. The new constraint isn't writing the code; it's verifying the agent didn't ship something broken. Verification Scales With Your Effort: The more an agent produces, the bigger the pile of PRs, MRs, and outputs waiting on human review. That backlog is the new bottleneck — and skepticism is creeping in because we're not even sure our tests are sufficient to verify what the agent built. Why TDD Fits This Moment: The honest question isn't "Can I trust the agent?" — it's "What verification loop do I need to build so I can trust it more?" Clear requirements feed a clear testing loop: write the failing test, let the agent write the code to turn it green, and you bridge the gap between requirements gathered and requirements met. It's not as simple as "go write a test," but it's a strong fit for where we are right now. Episode Homework: Go dig into the fundamentals — limiting WIP, the theory of constraints, test-driven development. Find the old lesson that still applies to your workflow today, bring it to your team's flow, and email me about what you discover.

The Basketball Podcast
Alex Sarama from Basketball Immersion to the WNBA (EP429)

The Basketball Podcast

Play Episode Listen Later Jun 17, 2026 48:56


Before becoming the head coach of the Portland Fire, Alex Sarama was a Basketball Immersion member learning, questioning, and exploring a games approach to coaching with Basketball Immersion founder Chris Oliver.In this revisited 2018 episode of The Basketball Podcast, Alex asks Chris deep questions about:Constraint-led coachingEcological dynamicsSmall-sided gamesDecision-making in basketballWhy “1-on-0” drills often fail to transferHow to create more game-like practicesWhy “if you don't have a defender, you don't have a decision”At the time, Alex Sarama was working with NBA Basketball Operations across Europe, the Middle East, and Africa while studying progressive player development systems around the world.Years later, many of the concepts explored in this conversation would become foundational to the coaching philosophy Alex now applies as a WNBA head coach.This episode is a testament to the power of mentorship, coaching curiosity, and the Basketball Immersion community led by Chris Oliver.

Hyper Conscious Podcast
Is The Constraint Internal Or External? (2466)

Hyper Conscious Podcast

Play Episode Listen Later Jun 17, 2026 31:07 Transcription Available


What if the thing holding you back is not the obstacle, but your inability to identify the real constraint? In this episode, Kevin and Alan walk through why people stay stuck when they solve the wrong problem. They discuss internal and external constraints, self-awareness, discipline, environment, goal alignment, and the level of execution required for meaningful progress.After thousands of episodes and years of coaching, Kevin and Alan have seen the same pattern again and again. Most people either lack the awareness to see the real issue or the consistency to do what the goal requires. Better results start with better diagnosis. Stop guessing, find the constraint, and build your life around solving it._______________________Book Alan's Business Breakthrough Session. Your first 30-minute coaching call is FREE. Learn how to prioritize success and let your quality of life become the byproduct. - https://calendly.com/alanlazaros/30-minute-breakthrough-sessionJoin the "Next Level Fitness Accountability Group" – Reach out to Kevin or Alan on Instagram:Kevin: https://www.instagram.com/neverquitkid/Alan: https://www.instagram.com/alazaros88/_______________________NLU is not just a podcast; it's a gateway to a wealth of resources designed to help you achieve your goals and dreams. From our Next Level Dreamliner to our Group Coaching, we offer a variety of tools and communities to support your personal development journey.For more information, check out our website and socials using the links below.

The Jordan Harbinger Show
1345: David Epstein | How Constraints Make Us Better

The Jordan Harbinger Show

Play Episode Listen Later Jun 16, 2026 90:02


Maximizers are miserable, satisficers are happy. Inside the Box author David Epstein explains why limits beat limitless options for creativity and sanity.Full show notes and resources can be found here: jordanharbinger.com/1345What We Discuss with David Epstein:The periodic table wasn't a dream — it was a deadline. Mendeleev cramming elements into a textbook beats the genius-wakes-up-inspired myth. Hand your brain total freedom and it bolts for the familiar; the right constraints are what actually force original thinking.Why infinite options quietly make us miserable. Endless scroll breeds boredom, and the "maximizers" hunting the perfect pick end up less happy than the "satisficers" who grab something good enough and move on. The dizziness of freedom is real, and your brain isn't built for it.What Pixar's "beautifully shaded penny" reveals about wasted effort. Teams polish details nobody notices while real priorities stall. The fix: make every commitment visible, run a subtraction audit, and live by the rule "stop starting, start finishing."Why writing down your prediction first feels so uncomfortable. It quietly removes your license to fool yourself later. When the NIH forced scientists to pre-register their hypotheses, a parade of "miracle" supplement results suddenly went negative.How to build your own "bad piano." Keith Jarrett turned a broken instrument into the best-selling solo jazz album ever by dodging its dead keys. Block your default move, force a fresh one, and set a decision rule so good-enough finally beats endless agonizing.And much more...And if you're still game to support us, please leave a review here — even one sentence helps! Sign up for Six-Minute Networking — our free networking and relationship development mini course — at jordanharbinger.com/course!Subscribe to our once-a-week Wee Bit Wiser newsletter today and start filling your Wednesdays with wisdom!Do you even Reddit, bro? Join us at r/JordanHarbinger!This Episode Is Brought To You By Our Fine Sponsors: BetterHelp: 10% off first month: betterhelp.com/jordanBoll & Branch: 15% off first set of sheets: bollandbranch.com, code JORDANMarathon Rewards: Sign up today: marathonrewards.comAT&T: Get an iPhone 17 Pro for $0: att.com/iphone or visit an AT&T store for detailsSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

The Carey Nieuwhof Leadership Podcast: Lead Like Never Before
CNLP 811 | The Myth of 10,000 Hours: David Epstein on How Creativity Actually Works and Why Constraints Set You Free

The Carey Nieuwhof Leadership Podcast: Lead Like Never Before

Play Episode Listen Later Jun 16, 2026 82:12


New York Times bestselling author David Epstein talks about why Malcolm Gladwell's 10000-hour rule isn't accurate, how he and Malcolm became friends, how creativity actually works (what you can learn from Dr. Seuss), and why constraints and limits set you free.

Elevate Construction
Ep.1624 - New Constraints Reveal System Bottlenecks

Elevate Construction

Play Episode Listen Later Jun 16, 2026 9:09


In this episode, Jason dives into how optimizing systems continuously uncovers new constraints, using the Super PM Bootcamp as a real-world example. He explains that even highly standardized processes will reveal new bottlenecks as improvements are implemented, following the law of bottlenecks described by Nicholas Modig and Eli Goldratt. What you'll learn in this episode: How standardization in training and processes uncovers new bottlenecks. Why identifying one constraint leads to discovering the next. The role of tools, pre-planning, and team orientation in system optimization. How continuous improvement keeps high-performing systems evolving. Why even mature programs like Super PM Bootcamp continue to find opportunities for growth. Are you optimizing your systems effectively or missing the hidden constraints that could elevate your team to the next level?   If you like the Elevate Construction podcast, please subscribe for free and you'll never miss an episode. And if you really like the Elevate Construction podcast, I'd appreciate you telling a friend (Maybe even two

system reveal constraints bottlenecks eli goldratt elevate construction
Hyper Conscious Podcast
Why Answers Come From Digging Deep (2465)

Hyper Conscious Podcast

Play Episode Listen Later Jun 16, 2026 27:08 Transcription Available


The answer lives beneath the excuse. In today's episode, Kevin and Alan examine why real progress starts with finding the constraint, not defending the symptom. Kevin uses a simple fitness and sleep example to show how quickly the mind reaches for easy labels, while Alan connects root cause analysis to coaching, performance, money, and relationships.With thousands of episodes and years of client work behind them, they make a grounded case for deeper thinking, clearer goals, and honest self-awareness. The goal is not to overthink. It is to think accurately enough to solve the right problem. Stop negotiating with symptoms. Find the root before it grows a personality._______________________Book Alan's Business Breakthrough Session. Your first 30-minute coaching call is FREE. Learn how to prioritize success and let your quality of life become the byproduct. - https://calendly.com/alanlazaros/30-minute-breakthrough-sessionJoin the "Next Level Fitness Accountability Group" – Reach out to Kevin or Alan on Instagram:Kevin: https://www.instagram.com/neverquitkid/Alan: https://www.instagram.com/alazaros88/_______________________NLU is not just a podcast; it's a gateway to a wealth of resources designed to help you achieve your goals and dreams. From our Next Level Dreamliner to our Group Coaching, we offer a variety of tools and communities to support your personal development journey.For more information, check out our website and socials using the links below.

Art Horse
162. Finally, Radically Accepting the constraints of time and place

Art Horse

Play Episode Listen Later Jun 16, 2026 58:35


In this walking episode:A shining moment of full creative expressionBaking and cooking as a life preserver for sanityA surprising mindset shift: away from wishing I was somewhere else and towards making the most of this thingI mentionHidden Brain podcast episodes: Designing a Life that Matters and Radical Acceptance (thanks Morgan!)How to Live a Meaningful Life by Dave Evans and Bill BurnettSlow Productivity by Cal NewportCookies I Have Loved by Julie Van Rosendaal

Teaching Science In 3D
12 Criteria and Constraints: The Two Things That Make It Real Engineering

Teaching Science In 3D

Play Episode Listen Later Jun 15, 2026 16:13


Build a roller coaster for a marble. Fine. But what if the marble has to travel as slowly as possible without stopping? Now your students actually have to think.Criteria and constraints aren't fine print — they are the design of your engineering challenge. In this episode Nicole breaks down what criteria and constraints actually mean, why getting them wrong tanks the whole experience, and how to set them intentionally before you hand out a single piece of tape.IN THIS EPISODE:What criteria and constraints actually areWhy a challenge that's too easy isn't fun — and how the right constraints add the right amount of struggleWhat you lose when criteria are vagueHow to ground your constraints in something realTwo questions to ask yourself before your next engineering challengeLINKS MENTIONED:

The Lost Debate
The Case for Constraints

The Lost Debate

Play Episode Listen Later Jun 14, 2026 53:16


Why do constraints so often lead to better results? In this conversation, Ravi chats with bestselling author David Epstein, who explains how limitations can spark creativity, improve focus, strengthen decision-making, and drive innovation across writing, business, sports, and technology. Drawing on stories from Haruki Murakami, David Chang, Pixar, Amazon, and NASA, David argues that success comes from balancing exploration with focused execution. The lesson is counterintuitive but powerful: having fewer options is often what unlocks our greatest potential. ––––– Leave us a voicemail with your thoughts on the show! 201-305-0084⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Subscribe to our YouTube channel: https://www.youtube.com/@LostDebate Follow Ravi at @RaviMGupta Notes from this episode are also available on Substack: https://thelostdebate.substack.com/ Read more from Ravi on Substack: https://realravigupta.substack.com  Follow The Branch at @thebranchmedia Listen to more episodes of Lost Debate on Apple: https://podcasts.apple.com/us/podcast/the-lost-debate/id1591300785 Listen to more episodes of Lost Debate on Spotify: https://open.spotify.com/show/7xR9pch9DrQDiZfGB5oF0F Listen to Where the Schools Went: https://thebranchmedia.org/show/where-the-schools-went/ 

PT Inquest
452: Variability in Human Movement

PT Inquest

Play Episode Listen Later Jun 9, 2026 69:41


Constraints on the complete optimization of human motion Glazier PS, Davids K. Sports Med. 2009;39(1):15-28. doi:10.2165/00007256-200939010-00002 Due to copyright laws, unless the article is open source we cannot legally post the PDF on the website for the world to download at will. Brought to you by our sponsors at: CSMi – https://www.humacnorm.com/ptinquest VALD MoveHealth - https://movehealth.me/ Learn more about/purchase our courses: The Science PT | Dungeons & Dynamometers Support us on the Patreons! Music for PT Inquest: "The Science of Selling Yourself Short" by Less Than Jake Used by Permission Other Music by Kevin MacLeod – incompetech.com: MidRoll Promo – Mining by Moonlight Koal Challenge – Sam Roux  

The Lance Wallnau Show
The Truth About Your Low Points in Life — and What God Was Really Doing

The Lance Wallnau Show

Play Episode Listen Later Jun 6, 2026 36:11


A butterfly farm in Aruba. A chrysalis full of goo. And one strange biological detail scientists call ""imaginal cells"" — the secret blueprint hidden inside the dissolving caterpillar that decides what it becomes next. Lance Wallnau says the same hidden blueprint is sitting inside YOU right now — and most believers will die without ever activating it. What if the ""stuck"" season you're in isn't a setback... but a cocoon? Lance unpacks Convergence Theory and Constraint Theory — the behavioral science (developed by Israeli physicist Eliyahu Goldratt) that explains why 80% of called people never reach the assignment God put them on earth to fulfill. And what are the 3 hidden numbers behind every $100 million operator — and the master teacher Jesus modeled? In this episode: • The ""imaginal cell"" revelation God showed Lance at a butterfly farm — and why you can't fly until you find the right people to agree with what's inside you • The 4 phases of convergence: Sovereign Foundation → Spiritual Formation → Gift Discovery → Life Maturing → Convergence (and why most ministries crash in stage 4) • The Doldrums — the spiritual ""no wind"" zone that breaks 80% of called leaders • Why your CONSTRAINT — not your gifting — is what's actually capping your altitude (the sandbag principle) • The 93% / 80% / 50% formula behind every $100M CEO — and why Trump operates exactly this way (most people totally misread him) • The Sergius Paulus pattern: why Paul's FIRST convert after being sent out by the Holy Spirit was a Roman political ruler — and what that means for the seven mountains mandate today • The ""5 Questions From Mastery"" download Lance got during a massage in the Caribbean — and why wisdom isn't the answer, it's the question • Why a 95%+ achievement drive will actually destroy you (and how God forces the Sabbath reset) This isn't motivational. This is the prophetic + behavioral data that explains why some believers fly and most never leave the chrysalis. Podcast Episode 2142: The Truth About Your Low Points in Life — and What God Was Really Doing | don't miss this! Listen to more episodes of the Lance Wallnau Show at lancewallnau.com/podcast

Work On Your Game: Discipline, Confidence & Mental Toughness For Sports, Business & Life | Mental Health & Mindset

I break down why life is a results based game, no matter your job or situation. I talk about how people can fake images, metrics, and identity online, but they cannot fake real outcomes that come with cost and consequence. Even at the end of life, what people remember is what actually got done, not what was planned or imagined. I also explain how in today's world, standing out is no longer about looking different, but about producing results that are real and irreversible. At the end of the day, what's real always shows itself through consequences, not talk. Show Notes: [04:21]#1 Manufactured signals collapse under scrutiny. [07:40]#2 Standing out these days requires a verifiable outcome. [14:12]#3 Constraint exposes what cannot be faked. [20:30] Recap Episodes Mentioned: 3646: Exposing The "Male Feminist" Industry 3346: How Feminism ENDS 2457: Identifying Toxic Femininity 2200: The Feminization Of Sports, Part 1 of 6 2039: The Worst Traits Of Feminized Men Next Steps: --- Execution is not a talent.   It is a standard. If your results don't match your ability, something in your approach is out of alignment. Most people do not have a motivation problem.   They have a consistency problem. Power Presence is the system for operating with greater discipline, clarity, structure, and execution under pressure. Learn more: → http://www.PowerPresenceProtocol.com  — This show is the public record of standards. All episodes and the complete archive: → http://WorkOnYourGamePodcast.com 

Mentally Stronger with Therapist Amy Morin
321 — How to Use Constraints to Spark Better Ideas, Make Faster Decisions, and Live With Less Regret With Bestselling Author David Epstein

Mentally Stronger with Therapist Amy Morin

Play Episode Listen Later Jun 1, 2026 55:04


Have you ever scrolled Netflix for 25 minutes, finally picked something—and then couldn't enjoy it because you kept wondering if there was something better? Or told yourself that if you just had more time, more space, or more freedom, you'd finally write the book, start the business, or get serious about the creative work you keep putting off? We've been sold the idea that more options and more freedom make us happier and more creative. But what if the opposite is true—what if all that freedom is actually making you stay stuck? My guest is David Epstein, a New York Times bestselling author whose TED talk has been viewed more than eight million times. His new book, Inside the Box, makes the case that the limits we resent might be the very thing standing between us and our best work. Some of the things we discuss are: Why "think outside the box" is actually terrible advice—and what your brain does instead when you hand it a blank page. The reason too much freedom raises your anxiety. The jazz pianist who turned a near-disaster into the best-selling solo piano album of all time. The "satisficing" rule a Nobel Prize winner used to free up his mind—and why he owned only three sets of clothes. Why "maximizers" who hunt for the best option end up less satisfied, more regretful, and unhappier with their lives. David's simple three-letter framework (BCS) for putting useful constraints into your work and your day. The almost embarrassingly simple trick David uses to become a morning person and never skip a workout. The Therapist's Take: my three favorite strategies for using constraints to think more creatively, make faster decisions, and grow mentally stronger. Related Episodes ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ 126 — Overcome Choice Overload to Make Smarter, Faster Decisions without Regret ⁠316 — How Talking to a Duck Will Solve Any Problem Fast (And Why Thinking Harder Fire Backfires) Links & Resources Inside the Box Connect with the Show Buy a copy of⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠13 Things Mentally Strong People Don't Do⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Connect with Amy on Instagram —⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠@AmyMorinAuthor⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Visit my website —⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠AmyMorinLCSW.com⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Sponsors Helix Sleep —Go to helixsleep.com/STRONGER to get 20% off sitewide   AirDoctor — Head to ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠AirDoctorPro.com⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠and use promo code STRONGER to get UP TO $300 off today! One Skin — Go to ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠oneskin.co/STRONGER⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ and use code stronger to get up to 30% off your first 3 subscription orders Quince — Go to ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Quince.com/stronger⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ for free shipping on your order and 365 day returns! Flamingo — Get a $7 starter set at ⁠⁠⁠ShopFlamingo.com/STRONGER⁠⁠⁠ Subscribe to ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Mentally Stronger Premium⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ for exclusive content like weekly bonus episodes, mental strength challenges, and office hours with me. Learn more about your ad choices. Visit megaphone.fm/adchoices

Another Mother Runner
Miles of Books: Inside the Box: How Constraints Make Us Better

Another Mother Runner

Play Episode Listen Later May 26, 2026 32:44


Anyone who believes limited time, options, or resources are holding them back needs to listen to this intriguing episode. Coach Liz Waterstraat shares surprising lessons learned from the hot-off-the-presses book Inside the Box: How Constraints Make Us Better by David Epstein. Realize why more freedom doesn't equal more possibility—or more productive workouts or better race outcomes! Learn how to minimize distractions during workouts to boost focus. And discover if you are a “satisficer” like Sarah or more of a maximizer/satisficer hybrid like Coach Liz.Join AMR at the Grand Traverse in Duluth, MN on October 3rd! Use code AMR20 for $20 off when you register at https://feisty.co/events/the-grand-traverse/Follow us on Instagram: https://www.instagram.com/themotherrunner/Momentous: Use code AMR for up to 35% off your first order at https://www.livemomentous.com/Wahoo Kickr Run: Use the code FEISTY2026 to get a free Headwind Smart Fan (value $300) with the purchase of a Wahoo KICKR RUN at https://shorturl.at/WVhdr