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Mark Ericksen, creator of the Elixir LangChain framework, joins the Elixir Wizards to talk about LLM integration in Elixir apps. He explains how LangChain abstracts away the quirks of different AI providers (OpenAI, Anthropic's Claude, Google's Gemini) so you can work with any LLM in one more consistent API. We dig into core features like conversation chaining, tool execution, automatic retries, and production-grade fallback strategies. Mark shares his experiences maintaining LangChain in a fast-moving AI world: how it shields developers from API drift, manages token budgets, and handles rate limits and outages. He also reveals testing tactics for non-deterministic AI outputs, configuration tips for custom authentication, and the highlights of the new v0.4 release, including “content parts” support for thinking-style models. Key topics discussed in this episode: • Abstracting LLM APIs behind a unified Elixir interface • Building and managing conversation chains across multiple models • Exposing application functionality to LLMs through tool integrations • Automatic retries and fallback chains for production resilience • Supporting a variety of LLM providers • Tracking and optimizing token usage for cost control • Configuring API keys, authentication, and provider-specific settings • Handling rate limits and service outages with degradation • Processing multimodal inputs (text, images) in Langchain workflows • Extracting structured data from unstructured LLM responses • Leveraging “content parts” in v0.4 for advanced thinking-model support • Debugging LLM interactions using verbose logging and telemetry • Kickstarting experiments in LiveBook notebooks and demos • Comparing Elixir LangChain to the original Python implementation • Crafting human-in-the-loop workflows for interactive AI features • Integrating Langchain with the Ash framework for chat-driven interfaces • Contributing to open-source LLM adapters and staying ahead of API changes • Building fallback chains (e.g., OpenAI → Azure) for seamless continuity • Embedding business logic decisions directly into AI-powered tools • Summarization techniques for token efficiency in ongoing conversations • Batch processing tactics to leverage lower-cost API rate tiers • Real-world lessons on maintaining uptime amid LLM service disruptions Links mentioned: https://rubyonrails.org/ https://fly.io/ https://zionnationalpark.com/ https://podcast.thinkingelixir.com/ https://github.com/brainlid/langchain https://openai.com/ https://claude.ai/ https://gemini.google.com/ https://www.anthropic.com/ Vertex AI Studio https://cloud.google.com/generative-ai-studio https://www.perplexity.ai/ https://azure.microsoft.com/ https://hexdocs.pm/ecto/Ecto.html https://oban.pro/ Chris McCord's ElixirConf EU 2025 Talk https://www.youtube.com/watch?v=ojL_VHc4gLk Getting started: https://hexdocs.pm/langchain/gettingstarted.html https://ash-hq.org/ https://hex.pm/packages/langchain https://hexdocs.pm/igniter/readme.html https://www.youtube.com/watch?v=WM9iQlQSFg @brainlid on Twitter and BlueSky Special Guest: Mark Ericksen.
Send us a textIn this episode of Embedded Insiders, Ken O'Neil, Space Systems Architect at AMD, joins us to explore the company's advancements in AI for space. He delves into how AMD is enabling on-board processing for satellites and spacecraft, including the adoption of FPGAs in spaceflight applications.But first, Embedded Computing Design's Editor-in-Chief, Ken Briodagh, shares highlights from Computex 2025, providing insights into the top technological innovations unveiled at the event, including advancements in AI and edge computing.For more information, visit embeddedcomputing.com
Highlights from this week's conversation include:Viktor's Background and Journey in Data (1:20)Evolution of Data Architecture (4:41)The Lakehouse Concept (7:12)Open Source Innovation (11:05)Data Production and Decentralization (15:06)Governance in Decentralized Systems (18:53)Data Economy and Monetization (21:15)Security Concerns in Data Processing (24:21)Impact on Data Consumers (27:37)Compaction Issues in Data Tables (29:39)Open Source Lake Keeper Tool and Parting Thoughts (33:02)The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we'll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com.
Why would someone want a 3D digital twin? This week Technology Now dives into the topic of digital twins, what they are and why they're used. What are the challenges faced when trying to build and use a SD digital twin, and what are the benefits these twins bring to companies which use them? Sebastian Schwarz, General Manager at NetAllied, tells us more.This is Technology Now, a weekly show from Hewlett Packard Enterprise. Every week, hosts Michael Bird and Aubrey Lovell look at a story that's been making headlines, take a look at the technology behind it, and explain why it matters to organizations and what can be learnt from it.Sources:Today I Learned:James Fong et al., Novel color via stimulation of individual photoreceptors at population scale.Sci. Adv.11,eadu1052(2025).DOI:10.1126/sciadv.adu1052 https://www.cis.rit.edu/people/faculty/montag/vandplite/pages/chap_9/ch9p1.html#:~:text=Rods%20are%20responsible%20for%20vision,responsible%20for%20high%20spatial%20acuity.This Week In History:https://www.postalmuseum.org/collections/highlights/the-first-ever-stamp-the-penny-black/ https://www.bbc.co.uk/news/business-48844278
Tech behind the Trends on The Element Podcast | Hewlett Packard Enterprise
Why would someone want a 3D digital twin? This week Technology Now dives into the topic of digital twins, what they are and why they're used. What are the challenges faced when trying to build and use a SD digital twin, and what are the benefits these twins bring to companies which use them? Sebastian Schwarz, General Manager at NetAllied, tells us more.This is Technology Now, a weekly show from Hewlett Packard Enterprise. Every week, hosts Michael Bird and Aubrey Lovell look at a story that's been making headlines, take a look at the technology behind it, and explain why it matters to organizations and what can be learnt from it.Sources:Today I Learned:James Fong et al., Novel color via stimulation of individual photoreceptors at population scale.Sci. Adv.11,eadu1052(2025).DOI:10.1126/sciadv.adu1052 https://www.cis.rit.edu/people/faculty/montag/vandplite/pages/chap_9/ch9p1.html#:~:text=Rods%20are%20responsible%20for%20vision,responsible%20for%20high%20spatial%20acuity.This Week In History:https://www.postalmuseum.org/collections/highlights/the-first-ever-stamp-the-penny-black/ https://www.bbc.co.uk/news/business-48844278
Why would someone want a 3D digital twin? This week Technology Now dives into the topic of digital twins, what they are and why they're used. What are the challenges faced when trying to build and use a SD digital twin, and what are the benefits these twins bring to companies which use them? Sebastian Schwarz, General Manager at NetAllied, tells us more.This is Technology Now, a weekly show from Hewlett Packard Enterprise. Every week, hosts Michael Bird and Aubrey Lovell look at a story that's been making headlines, take a look at the technology behind it, and explain why it matters to organizations and what can be learnt from it.Sources:Today I Learned:James Fong et al., Novel color via stimulation of individual photoreceptors at population scale.Sci. Adv.11,eadu1052(2025).DOI:10.1126/sciadv.adu1052 https://www.cis.rit.edu/people/faculty/montag/vandplite/pages/chap_9/ch9p1.html#:~:text=Rods%20are%20responsible%20for%20vision,responsible%20for%20high%20spatial%20acuity.This Week In History:https://www.postalmuseum.org/collections/highlights/the-first-ever-stamp-the-penny-black/ https://www.bbc.co.uk/news/business-48844278
Your ideal customer profile (ICP) is the north star for your entire company: it determines who you're building for and selling to. Though most growth-stage founders think they know who their ICP is, very few know how to update and refine it to keep the company focused as they grow—which can lead to a lot of headaches down the road.In this debut episode of a16z Growth's new company scaling podcast, the a16z Guide to Growth, a16z's Joe Morrissey (General Partner, a16z Growth), Michael King (Partner, Go-to-Market Network), and Mark Regan (Partner, a16z Growth) break down why ICP misalignment is often the hidden cause of common problems across the entire company, from pipeline gaps and bloated marketing spend to stalled product roadmaps—and dive deep on how to fix it.They offer tactical advice for defining (and refining!) your ICP as you scale, explain why getting it right requires company-wide alignment, and how to navigate the “precision paradox” when implementing it. Plus, why ICPs matter even more in the AI era, and how a well-executed ICP shows up across the business when it's working. Resources: Read more on sales and go-to-market on our Growth Content CompendiumFind Joe on LinkedIn: https://www.linkedin.com/in/morrisseyjoe/Find Mark on LinkedIn: https://www.linkedin.com/in/mregan178/Find Michael on LinkedIn: https://www.linkedin.com/in/michael-king-62258/Find Emma on LinkedIn: https://www.linkedin.com/in/emmajanaskie/ Stay Updated: Let us know what you think: https://ratethispodcast.com/a16zFind a16z on Twitter: https://twitter.com/a16zFind a16z on LinkedIn: https://www.linkedin.com/company/a16zSubscribe on your favorite podcast app: https://a16z.simplecast.com/Follow our host: https://twitter.com/stephsmithioPlease note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures.
SJ Show Notes:Stock Up On Blackout Coffee TODAY! You can get 20% off your first order—just head to www.blackoutcoffee.com/joy and use code joy at checkout.Please support Shannon's independent network with your donation HERE:https://www.paypal.com/donate/?hosted_button_id=MHSMPXEBSLVT6Support Our Sponsors:Start COOKING with ceramic!!! The 100% toxin free P600 sizzle set is 55% OFF for the SJ audience!! Go to https://www.chefsfoundry.com/joy today to claim the limited time discount!HUGE Discount On Native Path HYDRATE! Check it out HERE: www.nativepathhydrate.com/joyBe ready before you need it! Stock up now and protect your family. Go to https://www.allfamilypharmacy.com/JOY and use code JOY10 for 10% off your order.Colonial Metals Group is the company Shannon trusts for all her metals purchases! Set up a SAFE & Secure IRA or 401k with a company who shares your values! Learn more HERE: https://colonialmetalsgroup.com/joyLightly prepped and READY to go. Always be prepared for ANY emergency with The Satellite Phone Store! Everything you need when the POWER goes OUT. Use the promo code JOY for 10% off your entire order TODAY! www.SAT123.com/JoyPlease consider Dom Pullano of PCM & Associates! He has been Shannon's advisor for over a decade and would love to help you grow!Call his toll free number today: 1-800-536-1368Or visit his website at https://www.pcmpullano.comMusk and his associates at Palantir are about to cash in on their $300,000,000 investment in the 2024 election backing Donald Trump, gobbling up a breathtaking amount of money and power in just a few short months.The violent shift from Democracy to Technocracy via the “Coup de DOGE' is fraught with danger and the loss of freedom, privacy, wealth and our natural rights laid out by the Constitution has been breathtaking.Even more disturbing … the amount of energy which will be necessary to power the Stargate data processing plants, crypto mining plants, surveillance technologies and and communications is astronomical, sparking growing concerns over the massive exposure to EMF radiation and it's impact on human health.Today we welcome again, Dr. Basima Williams for a deep dive on electromagnetic frequencies (EMF). What they are, where they come from and how their prevalence and proximity to humans has expanded in just the past five years. We look at the policies impacting our health, how EMF is radiation is hurting our bodies and how to PROTECT ourselves and our families from exposure.Tune in LIVE ——> https://rumble.com/v6sf769-hacked-and-stacked-musk-aligned-tech-bros-poised-to-cash-in-on-doge-hackath.htmlWatch LIVE TODAY and follow the SJ Show on Rumble HERE: https://rumble.com/c/TheShannonJoyShowShannon's Top Headlines April 22, 2025:WIRED: DOGE Is Planning A Hackathon At IRS: https://www.wired.com/story/doge-hackathon-irs-data-palantir/NUKES Necessary To Power Stargate: https://www.datacenterdynamics.com/en/opinions/is-microsoft-openais-5gw-stargate-supercomputer-feasible/Cuyahoga Falls Residents Sue City Over EMF Exposure: https://www.news5cleveland.com/news/local-news/group-of-cuyahoga-falls-residents-sue-the-cityNYC Residents Oppose 5G Towers: https://pix11.com/news/local-news/manhattan/intrusive-upper-east-side-residents-oppose-installation-of-5g-tower/Texas Residents File Lawsuit Against Bitcoin Mining Company: https://www.fox4news.com/news/granbury-bitcoin-mining-lawsuit-noise-complaintsEMF Blocker Market Set To Soar Over Health Concerns: https://www.openpr.com/news/3979241/emf-radiation-protection-shields-market-set-for-significantSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.
This week, Frank sat down with Dr. Jacob Leverich—Stanford PhD, cofounder of Observe, and a veteran of the Google MapReduce team and Splunk. Jacob's journey, from tinkering with video game code as a kid, to innovating at the cutting edge of distributed systems and energy efficiency, is as inspiring as it is informative.Key TakeawaysEarly Tech Roots: Hear how curiosity with QBasic and classic PCs (think IBM PCXT and Commodore) put Jacob on a path to high-impact data engineering.MapReduce, Dremel, & the Rise of Big Data: Jacob pulls back the curtain on working with some of the most influential data processing tools at Google and how these systems shifted the entire data landscape (hello, BigQuery!).Building Efficient Systems: It's not just about scale—energy efficiency and performance optimization are the unsung heroes of today's data infrastructure. Jacob explains why making things “just work” isn't enough anymore.The Realities of Ops & Observability: Remember the days of grepping logs at 2AM? There's a better way. Jacob shares how platforms like Observe help teams consolidate, visualize, and act on operational data—turning chaos into actionable insight.Bridging Data & Ops: The lines between data observability and traditional ops are blurring, and Jacob's unique experience shows how best practices from data warehousing are finally making ops smoother (and less sleepless).Power Concerns & the Future: As data grows, so does energy consumption in data centers. Find out why optimization isn't just good for performance—it's key to sustainability.Timestamps00:00 Interview with Jacob Levrich05:59 Journey into Game Programming06:43 "Pursuing Fast Video Game Code"10:23 Data Processing and Power Efficiency16:11 Snowflake's Transformative Database Approach19:18 Journey to Data Management Industry21:37 Data Products: Solving Core Challenges27:07 Early Web Log Analysis Techniques28:57 Consolidating Data for Efficiency33:23 Specialized Tools and Context Switching35:43 Unique Dual-Expertise in Tech38:58 User-Centric Business Strategies42:13 IP Data Analysis in Cloud47:23 Electricity Transport Upsets Local Farms48:25 Shift to Parallel Computing52:10 Hardware Specialization & Software Optimization57:32 "Stay Data Driven"
In today's episode, we discuss effective back-office integrations in transportation, data processing, and the risks of automation and data security with Sean Smith of Denim! Sean highlights how integrations can help with operational efficiency, reduce errors, and ensure confidence, as well as best practices to minimize risks, such as using different credentials for automation, data limitation, and multi-layer verification due to threats like deepfakes! About Sean Smith Sean Smith, VP of Product at Denim, has spent 10 years building and scaling products in the financial services and logistics industries. While leading Product at Denim, he has pioneered new capabilities for the factoring space including risk automation and pricing. Sean has also led work on our client dashboard, job management and collaboration that have revolutionized the process and workflow for broker clients looking to save time on back office operations. He excels at combining his passion for technology with the ability to drive impact on a balance sheet. Connect with Sean Website: https://www.denim.com/ LinkedIn: https://www.linkedin.com/in/smithseanp/ Twitter (X): https://x.com/smithseanp
Highlights from this week's conversation include:Pete's Career Overview (1:00)AI and Data Engineering Discussion (2:05)Themes of Data Council (4:19)High-Frequency Trading Insights (8:04)San Francisco's Unique Advantages (10:27)Data Council Conference Preview (13:23)The Magic of In-Person Events (15:45)Collapsing Batch and Streaming Systems (19:47)Leveraging Local Hardware for Data Processing (22:07)Future of Blockchain in Computing (23:57)Intersection of AI and Data Management (26:47)Advice for AI Startup Founders (28:44)Blurring Lines Between Data Roles (32:46)The Evolving Role of Engineers (36:56)Discount Code for Data Council and Parting Thoughts (38:23)The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we'll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com.
InvestOrama - Separate Investment Facts from Financial Fiction
Matt Ober, CAIA shares his journey from data scientist at Bloomberg to becoming the head of data strategy at a hedge fund, and later transitioning into venture capital with Social Leverage. We discuss into the expanding role of data in financial services, the strategies employed by hedge funds, and the future of alternative data. A rare opportunity to rethink the business of financial market data.LINKSMatt on Linkedin: https://www.linkedin.com/in/obermattj/Matt's Newsletter: https://www.mattober.co/Social Leverage: https://www.socialleverage.com/Initial Data Offering: https://initialdataoffering.com/
On today's episode of Double Tap, Steven Scott and Shaun Preece dive into a jam-packed show that covers everything from Meta AI's disappointing European rollout to Steven's brand-new, powerhouse Mac Studio. They also speak with Tom Pey, president of Waymap, about how his organization is transforming indoor navigation for blind and visually impaired people through cutting-edge technology.The guys kick things off with frustration over Meta AI's European launch, which excludes the long-awaited “Look and Describe” visual features. They unpack the privacy and regulatory challenges affecting accessibility advancements across platforms like Meta, OpenAI, and Be My Eyes.Later, Steven gets hands-on with Apple's M3 Ultra Mac Studio and details the setup process, the power of its 10Gb Ethernet port, and how it fits into their production workflow. There's also a candid rant on iOS accessibility issues, from VoiceOver focus bugs to inconsistent gestures.Then, they welcome Tom Pey from Waymap to discuss how the app delivers turn-by-turn indoor and outdoor navigation with 1-meter accuracy—without GPS or internet. You'll learn about the groundbreaking tech behind Waymap and the growing importance of infrastructure-free navigation for blind users.Finally, the show wraps up with a discussion about Seleste smart glasses shutting down, a promising new ARx Vision iOS beta, and why leasing high-end tech might just be a smarter choice for creators and professionals.Get in touch with Double Tap by emailing us feedback@doubletaponair.com or by call 1-877-803-4567 and leave us a voicemail. You can also now contact us via Whatsapp on 1-613-481-0144 or visit doubletaponair.com/whatsapp to connect. We are also across social media including X, Mastodon and Facebook. Double Tap is available daily on AMI-audio across Canada, on podcast worldwide and now on YouTube.Chapter Markers:00:00 Meta AI Rollout in Europe: A Mixed Bag02:48 Privacy Concerns and Data Processing Regulations05:58 The Impact of AI Features on Accessibility09:10 Navigating iOS Accessibility Challenges14:52 Unpacking the Mac Studio: Specs and Performance20:08 Internet Speed and Workflow Efficiency33:55 Waymap: Revolutionizing Navigation for the Visually Impaired40:03 Technical Innovations Behind Waymap48:10 The Future of Navigation Technology51:14 The Rise and Fall of Seleste Smart Glasses53:06 ARx Vision: New Developments in Assistive Technology Find Double Tap online: YouTube, Double Tap WebsiteJoin the conversation and add your voice to the show either by calling in, sending an email or leaving us a voicemail!Email: feedback@doubletaponair.comPhone: 1-877-803-4567About AMIAMI is a media company that entertains, informs and empowers Canadians with disabilities through three broadcast services — AMI-tv and AMI-audio in English and AMI-télé in French — and streaming platform AMI+. Our vision is to establish AMI as a leader in the offering of accessible content, providing a voice for Canadians with disabilities through authentic storytelling, representation and positive portrayal. To learn more visit AMI.ca and AMItele.ca.Find more great AMI Original Content on AMI+Learn more at AMI.caConnect with Accessible Media Inc. online:X /Twitter @AccessibleMediaInstagram @AccessibleMediaInc / @AMI-audioFacebook at @AccessibleMediaIncTikTok @AccessibleMediaInc
The GeekNarrator memberships can be joined here: https://www.youtube.com/channel/UC_mGuY4g0mggeUGM6V1osdA/joinMembership will get you access to member only videos, exclusive notes and monthly 1:1 with me. Here you can see all the member only videos: https://www.youtube.com/playlist?list=UUMO_mGuY4g0mggeUGM6V1osdA------------------------------------------------------------------------------------------------------------------------------------------------------------------About this episode: ------------------------------------------------------------------------------------------------------------------------------------------------------------------In this conversation, Alex from Red Panda discusses his engineering background, the challenges faced in reliability engineering, and the journey of building a better streaming system. He emphasizes the importance of understanding latency and performance in engineering systems, the market position of Red Panda in relation to Kafka, and the complexities involved in optimizing codebases for better performance. In this conversation, Alex discusses Red Panda's architecture, focusing on its thread architecture, memory allocation mechanics, and the importance of protocol correctness. He highlights how Red Panda stands out in the data systems landscape by eliminating unnecessary complexities and optimizing performance across various latency spectrums. The discussion also touches on the future of data processing, emphasizing the shift towards agentic workloads and the integration of analytical and operational layers.Chapters00:00 Introduction11:07 Building a Better Streaming System19:10 Market Position and Competition25:06 Optimizing Latency and Performance32:38 Understanding Complexity in Codebases33:36 Thread Architecture and Concurrency Models39:39 Memory Allocation Mechanics47:31 Protocol Correctness and Optimization Strategies56:27 Red Panda's Unique Position in Data Systems01:02:05 The Future of Data Processing and Agentic WorkloadsBlogs:TPC buffers: https://www.redpanda.com/blog/tpc-buffershttps://www.redpanda.com/blog/always-on-production-memory-profiling-seastarhttps://www.redpanda.com/blog/end-to-end-data-pipelines-types-benefits-and-process------------------------------------------------------------------------------------------------------------------------------------------------------------------Like building real stuff?------------------------------------------------------------------------------------------------------------------------------------------------------------------Try out CodeCrafters and build amazing real world systems like Redis, Kafka, Sqlite. Use the link below to signup and get 40% off on paid subscription.https://app.codecrafters.io/join?via=geeknarrator------------------------------------------------------------------------------------------------------------------------------------------------------------------Link to other playlists. LIKE, SHARE and SUBSCRIBE------------------------------------------------------------------------------------------------------------------------------------------------------------------If you like this episode, please hit the like button and share it with your network. Also please subscribe if you haven't yet.Database internals series: https://youtu.be/yV_Zp0Mi3xsPopular playlists:Realtime streaming systems: https://www.youtube.com/playlist?list=PLL7QpTxsA4se-mAKKoVOs3VcaP71X_LA-Software Engineering: https://www.youtube.com/playlist?list=PLL7QpTxsA4sf6By03bot5BhKoMgxDUU17Distributed systems and databases: https://www.youtube.com/playlist?list=PLL7QpTxsA4sfLDUnjBJXJGFhhz94jDd_dModern databases: https://www.youtube.com/playlist?list=PLL7QpTxsA4scSeZAsCUXijtnfW5ARlrsNStay Curios! Keep Learning!#streaming #kafka #redpanda #c++ #databasesystems #SQL #distributedsystems #memoryallocation #garbagecollection
Join us in this enlightening episode of the eCom Ops Podcast with Juan Camilo Meisel, CEO and founder of GRIP Shipping. Dive into the world of e-commerce logistics, uncovering the complexities and the crucial role of data-driven decision-making. Discover how Juan's journey from ButcherBox to founding GRIP Shipping is revolutionizing the way e-commerce handles perishable goods.
Ghazi Ben Amor, VP Corporate Development, ZAMAZAMA is a newcomer specialising in cryptography, with a focus on fully homomorphic encryption. This technology allows computations to be performed on encrypted data but, crucially, without the need to decrypt it first – thus preserving data privacy and security – useful attributes for banks and others in financial services. Robin Amlôt of IBS Intelligence discusses the problem, the potential and the use cases with Ghazi Ben Amor, VP Corporate Development of ZAMA.
"Humanitarian geophysics isn't separate from the industry – it's part of what makes our profession so valuable to the world." In this episode, Geophysical Society of Houston Honoree Craig Beasley discusses the importance of the Geoscientists without Borders (GWB) program for companies interested in aligning with the UNSDGs and achieving their CSR goals. He also shares insights on how geoscientists can use their skills and experience from traditional (O&G) exploration work to contribute to solving humanitarian challenges globally. KEY TAKEAWAYS > The Origins of GWB – Craig shares how a personal connection to the 2004 Boxing Day tsunami and early skepticism from universities led to the creation of GWB. > The Power of Applied Geophysics – GWB projects have made a tangible difference in communities worldwide, from groundwater exploration to natural disaster preparedness. > The Future of Humanitarian Geophysics – Craig discusses the ongoing funding challenges and the importance of inspiring the next generation of geoscientists. CALL TO ACTION Visit Geoscientists without Borders to learn more about current projects, see how you can support them, or even propose your project to make a difference. https://seg.org/gwb TEXT A FRIEND RIGHT NOW! Craig Beasley explains why humanitarian geophysics is more important than ever. You will like this episode if you care about using science for good! https://seg.org/podcasts/episode-250-bridging-science-and-society-the-impact-of-geoscientists-without-borders GUEST BIO Craig Beasley completed B.S., M.S., and Ph.D. degrees in mathematics and joined Western Geophysical in 1981. He has spent his entire career in Schlumberger companies and their antecedents, serving in various technical and management positions, including VP for R&D and VP of Data Processing. He has received technical and honorary awards from entities such as Litton Industries, Schlumberger, and the Society of Exploration Geophysicists. In retirement, he has served as the General Chair for the 2017 SEG Annual Meeting in Houston, sits on the board of the SEG Foundation, and enjoys pursuing his passion for underwater photography and video. He has recently been elected President-elect for the Geophysical Society of Houston. LINKS * Learn more about GWB and previous projects -> https://seg.org/programs/geoscientists-without-borders/ * Donate to Geoscientists without Borders -> https://foundation.seg.org/forms/seg-foundation- * Register for the GSH Spring Symposium -> https://www.gshtx.org/Public/SharedContent/Events/Event_Display.aspx?EventKey=4ca2978c-e6e0-4eb3-969f-6207b27e604f&iSearchResult=true * Visit https://seg.org/podcasts/episode-250-bridging-science-and-society-the-impact-of-geoscientists-without-borders for the full show notes. SHOW CREDITS Andrew Geary at TreasureMint hosted, edited, and produced this episode. The SEG podcast team comprises Jennifer Cobb, Kathy Gamble, and Ally McGinnis. If you have episode ideas or feedback for the show or want to sponsor a future episode, email the show at podcast@seg.org.
The future of data infrastructure. We cover the explosion in compute demand, the petabytes of untapped enterprise data, energy-efficient GPUs, DeepSeek, the $500B Stargate project, and how AI is transforming data processing. Craig Dunham is CEO of Voltron Data, a company at the forefront of accelerating data processing for AI, analytics, and enterprise-scale workloads. Voltron provides the infrastructure necessary to handle enormous amounts of data — transforming bottlenecks into breakthroughs. By championing open-source frameworks like Apache Arrow, Voltron is building the connective tissue that allows businesses to process data at orders-of-magnitude speed and efficiency, reshaping industries from finance to healthcare to national security — partnering with the likes of Snowflake and Meta. Voltron have established themselves as a key part of the AI infrastructure stack and have raised a total of $110M from the likes of Coatue, LightSpeed, Google Ventures and BlackRock. With a deep background in scaling data infrastructure businesses, Craig is Voltron’s CEO. Before Voltron Data, Craig was the CEO of Lumar, a leading SaaS technical SEO platform. Prior to that, he held significant roles including General Manager at Guild Education and Seismic, where he led the integration of Seismic’s acquisition of The Savo Group and drove go-to-market strategies in the financial services sector. Craig began his career in investment banking with Citi and Lehman Brothers before transitioning into technology. He holds an MBA from Northwestern University’s Kellogg School of Management Sign up for new podcasts and our newsletter, and email me on danieldarling@focal.vcSee omnystudio.com/listener for privacy information.
MAKE HISTORY WITH US THIS SUMMER:https://demystifysci.com/demysticon-2025PATREON https://www.patreon.com/c/demystifysciPARADIGM DRIFThttps://demystifysci.com/paradigm-drift-showPATREON: get episodes early + join our weekly Patron Chat https://bit.ly/3lcAasBMERCH: Rock some DemystifySci gear : https://demystifysci.myspreadshop.com/allAMAZON: Do your shopping through this link: https://amzn.to/3YyoT98SUBSTACK: https://substack.com/@UCqV4_7i9h1_V7hY48eZZSLw@demystifysciDr. Indranil Banik is a physicist at the University of Portsmouth who studies λCDM cosmology, the standard model of physics that tells us the Big Bang happened, that it happened something like 13.8 billion years ago, and that the modern universe is replete with undetectable cold dark matter (the CDM of the theory). Listeners of the show will know that there are compelling reasons to believe that these conclusions are based on questionable assumptions at the very heart of physics. This conversation, between a liquid sun proponent, a scientist who has spent his career studying the mainstream, and an appreciator of finely crafted theories, is an opportunity to lay these questionable assumptions on the table and to see how they hold up to scrutiny. Dr. Banik is also an invited speaker at our Beyond the Big Bang gathering in Portugal this summer, and has graciously agreed to serve as a counterbalance to those who say that the Big Bang Theory doesn't have much life left in it. National Astronomy Meeting parallel session and a special issue in Galaxies, both about the Hubble tension:https://darkmattercrisis.wordpress.com/2025/02/12/100-hubble-tension-parallel-session-at-the-national-astronomy-meeting-2025-and-special-issue-in-galaxies/00:00 Go! 00:04:27 Stellar Age & Lower Boundary for Universe00:07:14 Data Analysis in Cosmology00:10:08 Data Calibration and Processing00:13:08 Gaia Mission and Data Management00:16:21 Parallax and Distance Measurement00:22:49 Parallax v. Cosmic Distance Estimates00:24:48 Cepheid Variables & Supernovae as Distance Placeholders00:39:24 Assumptions in Data Processing and Redshift00:46:03 Cosmic Redshift and Expansion00:48:33 Measuring the Universe's Age00:51:06 Hubble Constant and Tension00:54:04 CMB and Model Predictions00:56:00 Angular Scales and CMB Analysis01:00:18 Acoustic Oscillations in the CMB01:05:03 Intrinsic CMB Fluctuations01:07:48 CMB Power Spectrum Insights01:09:34 Cosmic Microwave Background (CMB) Standard Narrative01:13:47 Big Bang and Photon Origin01:18:18 Matter-Antimatter Annihilation and Implications01:22:00 CMB Contradicts Stars as Blackbodies01:30:02 LMH Structure and Phase States of Stars01:33:07 Tensions in Astrophysics Models01:38:25 Revisiting Scientific Assumptions01:46:52 Model Agreement and Constraints01:51:01 Modified Gravity Theories01:56:29 Dark Matter and Alternatives01:58:07 Gravitational Microlensing02:01:08 Galactic Cohesion Theories02:14:08 Hubble Tension Revisited02:19:41 Understanding Anomalies02:22:15 Reconsidering History#LiquidMetallicHydrogen, #astronomy, #cosmos, #stars, #astrophysics, #cosmology, #ElectricUniverse, #CosmicMicrowaveBackground, #UniverseOrigins, #philosophypodcast, #sciencepodcast, #longformpodcast AND our material science investigations of atomics, @MaterialAtomics https://www.youtube.com/@MaterialAtomicsJoin our mailing list https://bit.ly/3v3kz2S PODCAST INFO: Anastasia completed her PhD studying bioelectricity at Columbia University. When not talking to brilliant people or making movies, she spends her time painting, reading, and guiding backcountry excursions. Shilo also did his PhD at Columbia studying the elastic properties of molecular water. When he's not in the film studio, he's exploring sound in music. They are both freelance professors at various universities.
In this episode we are looking at an area which impacts every business in the world. Unstructured data - that is, how we can start to squeeze insight from the piles of text, audio, video, and every other type of data that doesn't fit into a neat table.Carefully analysed, it can contain valuable insight, to be compared against other more traditional metrics such as sales figures, or economic results.Joining us to discuss is Gokul Sathiacama, VP of data storage for AI at Hewlett Packard Enterprise.This is Technology Now, a weekly show from Hewlett Packard Enterprise. Every week we look at a story that's been making headlines, take a look at the technology behind it, and explain why it matters to organizations and what we can learn from it. About this week's guest, Gokul Sathiacama: https://www.linkedin.com/in/gokuls/Sources cited in this week's episode:Statistics on global data generation: https://www.statista.com/statistics/871513/worldwide-data-created/Statistics on global IOT devices: https://paxtechnica.org/?page_id=738#:~:text=%E2%80%9COur%20IoT%20world%20is%20growing,billion%20by%202020.%E2%80%9D%20Intel.&text=Gartner.&text=Cisco.,-2011&text=%E2%80%9CGlobal%20M2M%20connections%20will%20increase,at%20the%20end%20of%202022.Global Web Index stats on smart devices: https://www.globalwebindex.net/
Tech behind the Trends on The Element Podcast | Hewlett Packard Enterprise
In this episode we are looking at an area which impacts every business in the world. Unstructured data - that is, how we can start to squeeze insight from the piles of text, audio, video, and every other type of data that doesn't fit into a neat table.Carefully analysed, it can contain valuable insight, to be compared against other more traditional metrics such as sales figures, or economic results.Joining us to discuss is Gokul Sathiacama, VP of data storage for AI at Hewlett Packard Enterprise.This is Technology Now, a weekly show from Hewlett Packard Enterprise. Every week we look at a story that's been making headlines, take a look at the technology behind it, and explain why it matters to organizations and what we can learn from it. About this week's guest, Gokul Sathiacama: https://www.linkedin.com/in/gokuls/Sources cited in this week's episode:Statistics on global data generation: https://www.statista.com/statistics/871513/worldwide-data-created/Statistics on global IOT devices: https://paxtechnica.org/?page_id=738#:~:text=%E2%80%9COur%20IoT%20world%20is%20growing,billion%20by%202020.%E2%80%9D%20Intel.&text=Gartner.&text=Cisco.,-2011&text=%E2%80%9CGlobal%20M2M%20connections%20will%20increase,at%20the%20end%20of%202022.Global Web Index stats on smart devices: https://www.globalwebindex.net/
In this episode we are looking at an area which impacts every business in the world. Unstructured data - that is, how we can start to squeeze insight from the piles of text, audio, video, and every other type of data that doesn't fit into a neat table.Carefully analysed, it can contain valuable insight, to be compared against other more traditional metrics such as sales figures, or economic results.Joining us to discuss is Gokul Sathiacama, VP of data storage for AI at Hewlett Packard Enterprise.This is Technology Now, a weekly show from Hewlett Packard Enterprise. Every week we look at a story that's been making headlines, take a look at the technology behind it, and explain why it matters to organizations and what we can learn from it. About this week's guest, Gokul Sathiacama: https://www.linkedin.com/in/gokuls/Sources cited in this week's episode:Statistics on global data generation: https://www.statista.com/statistics/871513/worldwide-data-created/Statistics on global IOT devices: https://paxtechnica.org/?page_id=738#:~:text=%E2%80%9COur%20IoT%20world%20is%20growing,billion%20by%202020.%E2%80%9D%20Intel.&text=Gartner.&text=Cisco.,-2011&text=%E2%80%9CGlobal%20M2M%20connections%20will%20increase,at%20the%20end%20of%202022.Global Web Index stats on smart devices: https://www.globalwebindex.net/
Could your everyday software like spreadsheets and routine business tools soon be labeled “Artificial Intelligence System” under European Union's sweeping new AI Act? Join tech and data lawyer Giulio Coraggio from the law firm DLA Piper as he unpacks the European Commission's fresh guidelines, revealing how the EU plans to draw the line between traditional software and true artificial intelligence. The proper qualification of a software by any business allows a better understanding of the relevant obligations and applicable regime, allowing to limit potential risks and exploit technology to its best.Send us a text
In this episode of AI, Government, and the Future, host Marc Leh is joined by Peter Swartz, co-founder and chief scientist at Altana, to discuss how AI is transforming global trade and supply chain management. Peter shares insights on Altana's AI-driven approach to providing visibility into complex value chains, highlighting its applications in both public and private sectors. The conversation covers the challenges of AI adoption in government, the importance of public-private partnerships, and the future of AI in international commerce.
Artificial Intelligence (AI) is revolutionizing healthcare, and oncology is no exception. In this episode of the Exploring AI in Oncology series, Kristin Maloney, MS, BSN, RN, OCN®, a Certified Oncology Nurse and the Clinical Informatics Lead at Mendel AI, speaks with Dr. Waqas Haque on how AI can address some of the biggest challenges in oncology. She shares more about Mendel's innovative platform, which leverages physician-level cognitive capabilities to enhance data process and improve clinical decision making and patient outcomes. Learn more at: https://oncdata.com/mendel-ai-with-kristin-maloney
In this episode of Exploring Artificial Intelligence in Oncology, Wanmei Ou, PhD, the Vice President of Product, Clinical Decision Support, & Analytics Data Platform at Ontada, shares more about Ontada's collaboration with Microsoft to transform unstructured oncology data with Azure OpenAI technology. Her discussion with Dr. Waqas Haque highlights how AI is transforming clinical workflows, reducing documentation burdens, and driving improved patient outcomes.
Stephen Solka, CTO and co-founder of Standd.io, joins Elixir Wizards Owen and Charles to share the journey of building an AI-native deal intelligence and due diligence platform. Designed to streamline document analysis and text generation for venture capital firms, Standd.io leverages large language models and AI tools to address key customer pain points in document workflows. Stephen explains how Elixir and Phoenix LiveView enabled rapid UI iteration and seamless integration between the front-end and back-end. The conversation also explores the human side of startup life. Stephen reflects on balancing tech debt with customer demands, the value of accelerators in building networks and securing funding, and the challenges of pricing in early-stage startups. He emphasizes the importance of validating ideas with potential customers and learning from the hurdles of growing a business. Tune in for insights on leveraging AI in Elixir, solving real-world problems, and navigating the journey from concept to company. Topics discussed in this episode: The journey from self-taught programmer to CTO The perks of Phoenix LiveView for rapid UI development Integrating front-end and back-end technologies AI tools for code generation How early adopters balance functionality with product polish Validating ideas and understanding customer needs The impact of accelerators on networking and fundraising Approaches to managing pricing strategies for startups Balancing technical debt with feature development The role of telemetry and error reporting in product development Creating collaborative and supportive tech communities Educating users on AI's capabilities and limitations The broader implications of AI tools across industries Links Mentioned Contact Stephen & Julie at Standd: founders@standd.io https://www.standd.io/ https://www.digitalocean.com/community/tutorials/gangs-of-four-gof-design-patterns https://www.thriftbooks.com/w/code-completesteve-mcconnell/248753/item/15057346/ https://aws.amazon.com/sagemaker/ https://www.anthropic.com/ https://getoban.pro/ https://kubernetes.io/ https://www.apollographql.com/ https://aws.amazon.com/startups/accelerators https://accelerate.techstars.com/ https://aider.chat/ https://github.com/Aider-AI/aider https://neovim.io/ https://ui.shadcn.com/ https://tailwindui.com/ https://www.ycombinator.com/ https://www.thriftbooks.com/w/close-to-the-machine-technophilia-and-its-discontentsellen-ullman/392556 Special Guest: Stephen Solka.
How is Grass Network unlocking real-time data access for AI? - Explore how a decentralized network of millions of nodes is transforming how AI models access and process internet-scale data. This in-depth conversation between Can Gurel (Delphi Ventures) and Andrej Radonjic (Wynd Labs) covers: - The unique challenges of ethical data collection for AI training - How Grass Network enables real-time, unbiased data access through distributed computing - The future of Live Context Retrieval (LCR) and its impact on AI capabilities - Why decentralization is crucial for fair and efficient data harvesting - The network's evolution from browser extensions to dedicated hardware nodes - The role of multi-modal data in advancing AI development The discussion provides valuable insights into how Grass Network is building critical infrastructure for the next generation of AI applications, with a focus on ethical data collection and real-time information access. Watch more sessions from Crypto x AI Month here: https://delphidigital.io/crypto-ai --- Crypto x AI Month is the largest virtual event dedicated to the intersection of crypto and AI, featuring 40+ top builders, investors, and practitioners. Over the course of three weeks, this event brings together panels, debates, and discussions with the brightest minds in the space, presented by Delphi Digital. Crypto x AI Month is free and open to everyone thanks to the support from our sponsors: https://olas.network/ https://venice.ai/ https://near.org/ https://mira.foundation/ https://www.theoriq.ai/ --- Follow the Speakers: - Can Gurel on Twitter/X ► https://x.com/cannngurel - Andrej Radonjic on Twitter/X ► https://x.com/0xdrej --- Chapters 00:00 Introduction and Sponsor Acknowledgments 00:52 Introduction of Andrej from Grass Network 01:40 Overview of Grass Network and Its Vision 05:31 Decentralization and Its Importance for Grass 08:41 The Future of Data for AI 11:48 Real-Time Access to Information and Use Cases 17:55 Live Context Retrieval (LCR) and Its Potential 22:37 Grass Network's Launch Plans and Alpha Tests 24:25 Decision Making Process for Data Scraping 26:52 Crypto's Role in AI and the Web3 Transition 30:40 Data Processing and Downstream Tasks 33:08 The Future of Data Labeling 35:19 Node Types in the Grass Network 37:13 Closing Remarks and Invitation to Join Grass Disclaimer All statements and/or opinions expressed in this interview are the personal opinions and responsibility of the respective guests, who may personally hold material positions in companies or assets mentioned or discussed. The content does not necessarily reflect the opinion of Delphi Citadel Partners, LLC or its affiliates (collectively, “Delphi Ventures”), which makes no representations or warranties of any kind in connection with the contained subject matter. Delphi Ventures may hold investments in assets or protocols mentioned or discussed in this interview. This content is provided for informational purposes only and should not be misconstrued for investment advice or as a recommendation to purchase or sell any token or to use any protocol.
David Aronchick is CEO and Co-Founder of Expanso (https://www.expanso.io). Backed by General Catalyst, Hetz Ventures, and Array Ventures, Expanso, simplifies data governance with an architecture that streamlines management and control of data flows without losing functionality, delivering compute over data. David discusses his journey from big tech firms to co-founding Kubeflow at Google, leading innovative startups and now building Expanso, where they are revolutionizing distributed data processing, enabling edge computing to help organizations innovate and scale quickly.
In this episode of AI, Government, and the Future, host Marc Leh is joined by Peter Swartz, co-founder and chief scientist at Altana, to discuss how AI is transforming global trade and supply chain management. Peter shares insights on Altana's AI-driven approach to providing visibility into complex value chains, highlighting its applications in both public and private sectors. The conversation covers the challenges of AI adoption in government, the importance of public-private partnerships, and the future of AI in international commerce.
Send us a Text Message.How do your favorite video games create such lifelike graphics, or movies conjure up those mesmerizing special effects? Today, on AI for Kids, we promise you'll discover the secrets behind GPUs—or Graphics Processing Units—the unsung heroes making all this magic possible. Join us as we unpack how GPUs function not only as super-fast artists turning data into stunning visuals but also as powerful calculators processing massive information at lightning speed. You'll never look at your screens the same way again!But that's not all! We also dive into the incredible roles GPUs play beyond visuals, from accelerating AI learning to predicting weather patterns and exploring space. Plus, there's a fun interactive game where you get to play the role of a GPU! Grab your crayons or tablets and get ready to draw at super speeds. You'll also learn why keeping GPUs cool is crucial for their performance. This episode is packed with exciting insights and activities that make learning about GPUs not just informative but a whole lot of fun. Tune in now and let's get started!Support the Show.Help me become the #1 (number one) podcast and podcaster for AI for Kids. Please follow, rate our show, and share with your family and friends, and even your teachers.Listen, rate, and subscribe! Stay updated with our latest episodes by subscribing to AI for Kids on your favorite podcast platform. Follow us on social media for more fun and educational content about AI and technology for kids! Apple Podcasts Amazon Music Spotify YouTube Other Like our content, subscribe or feel free to donate to our Patreon here: patreon.com/AiDigiTalesResources: Gift or get our books here on Amazon. Check out our website. Free AI Worksheets.
What happens next when you become a victim of identity theft? In this episode, Coffey & Code Host Ashley Coffey shares her personal experience with digital identity theft and provides tips on what to do if it happens to you. From placing a fraud alert on your credit report to going over where to start with reporting the digital fraud case to the FTC, this episode provides a simple overview of how to protect yourself in the digital age. Key Takeaways:Put a fraud alert on your credit report to add an extra layer of protection.Visit identitytheft.gov to access resources and file a digital fraud report with the FTC.File a dispute on your credit report to have fraudulent inquiries removed.Be proactive in your digital hygiene by updating passwords and using password management tools.Disclaimer: The information shared in this episode is based on my personal experience and is intended for informational purposes only. It should not be interpreted as legal advice. For legal concerns or advice specific to your situation, please consult with a qualified attorney in your location. EPISODE CREDITS:Produced and edited by Ashley Coffey. Cover art designed by Ashley Coffey.Headshot by Brandlink MediaIntroduction music composed and produced by Ashley Coffey LINKSFollow Coffey & Code on Instagram, Facebook, Linkedin, and YouTube for the latest emerging tech updates! Subscribe to the Coffey & Code Podcast wherever you get your podcasts to be notified when new episodes go live. © 2024 Coffey & Code Podcast. All rights reserved. The content of this podcast, including but not limited to text, graphics, audio, and images, is the property of Ashley Coffey and may not be reproduced, redistributed, or used in any manner without the express written consent of the owner.
About Bill Hinshaw and Cobol Cowboys: Experienced Founder and CEO with a demonstrated history of working in the information technology industry. Proven expertise in systems architect, development, integration and support of mainframe software for banking and state government. Experienced in starting companies for software design, development, support and deliverables. Highly skilled in COBOL, CICS, DB2, VSAM, MQ, Assembler and related mainframe and server products. Expert witness in matters related to systems integration vs. database interfaces. Testified at State of New Jersey Senate Hearings on Unemployment Claims. AI advisory role for debugging & documenting COBOL programs. Strong business professional — attended Indiana University-Purdue University at Indianapolis, Indiana. Appointed Director of Data Processing by Governor of Indiana to implement mainframe computer services. Founded and headquartered in North Texas, Cobol Cowboys provides professionals for legacy COBOL systems and other programming environments. Our name, Cobol Cowboys, was inspired by the movie “Space Cowboys” in which experienced (some retired) astronauts were called back into service to solve a current day problem in outer space. After researching many published articles (both positive and negative) on the future life of COBOL, we came away with renewed confidence in its continued life in the coming years. Since COBOL is still the programming foundation and under-structure used today in most USA and International companies, we founded Cobol Cowboys in North Texas to provide professionals for legacy COBOL Systems and non-COBOL systems. This renewed confidence in COBOL is supported by IBM's strategies to keep COBOL robust and evergreen as a viable programming language today and years to come. These strategies are evidenced by IBM's continued enhancements which allow COBOL and Java to run together on mainframes and to take advantage of the latest industry-driven database products (such as DB2 and SQL). Furthermore, COBOL has been enhanced to develop “object oriented” code in addition to its time-proven legacy code still in use today. These and other programming enhancements offered by IBM keep COBOL a state-of-the-art programming solution. We offer experienced COBOL (and other software) professionals in various vertical markets; including banking, government, insurance, health care, manufacturing, warehousing, transportation and others.
In this episode of AI, Government, and the Future, host Max Romanik is joined by Tony Samp, Principal Policy Advisor and Head of AI Policy at DLA Piper, to discuss the evolving landscape of AI policy in the US and its implications for national security. He shares insights into the formation of the Senate AI Caucus, key legislative actions proposed, and intended outcomes related to AI innovation and governance. Tony also explores the transformative impact of AI on defense capabilities, ethical considerations surrounding lethal autonomous weapons, and critical steps for proper AI governance over the next decade.
In this episode of Virtually Speaking, Pete and John dive deep into the transformative impact of Data Processing Units (DPUs) on virtual infrastructure with special guest Dave Morera from vSphere Technical Marketing. They explore how vSphere Distributed Services Engine leverages DPUs to modernize infrastructure by offloading critical functions from the CPU. This advancement enables significant resource savings, accelerated networking, and enhanced workload security. Dave explains how the integration of DPU lifecycle management into vSphere simplifies operations, reduces the need for third-party tools, and strengthens security with agentless controls. Tune in to learn how DPUs are enhancing performance, improving workload consolidation, and reducing total cost of ownership while simplifying infrastructure management and boosting security.
In this episode of Eyes on Earth, we talk with Kristi Kline about the constant changes and innovations that have been needed at EROS to keep up with changes in computer tech and data processing. Kline has been a part of helping to implement these changes over the past 27 years and is now retiring at the end of May 2024. We discuss her favorite memories like attending the Landsat 8 launch, and being there when Google first approached EROS to help them create an early version of Google Earth with Landsat images.
In this podcast episode, Harrison Tang, CEO and Co-founder of Spokeo, discusses Gen AI's role in data creation and the complexities of entity resolution. Spokeo is highlighted as a leading platform that organizes billions of records to resolve millions of entities for user verification. The conversation delves into the nature of identity in both the physical and digital worlds, the challenges of comparing vast amounts of data, and the criteria for establishing the truth within data sets. The discussion also covers the impact of generative AI on data creation, emphasizing the importance of data quality from inception and the evolving landscape of data privacy and security. The episode concludes with insights into the future of entity resolution technology and the ongoing need to discern truth in an era of increasing digital fabrication. Highlights 02:01 The Complex World of Entity Resolution 03:28 Challenges in Data Processing and Entity Resolution 05:20 The Role of Generative AI in Data Creation 16:02 Navigating the Future of Data Verification and Privacy Harrison Tang is a CEO, Co-Founder and President at Spokeo. Harrison Tang is the founder and president of Spokeo, which he created in 2006 with a group of four friends from Stanford University. They envisioned a new way to approach social networks by providing an easy user interface to keep track of friends' activities online. Since then, Spokeo has grown into a leading people search engine, reconnecting individuals to others all across the United States. As founder and president, Harrison is responsible for the overall direction and product strategy for the company. He leads the team focusing on building an easy-to-use system that can aggregate billions of records and return results within one second. Harrison grew up in the Silicon Valley. He attended Stanford University and received his Bachelor's degrees in Economics and Electrical Engineering and his Master's in Electrical Engineering in 2005. LinkedIn: https://www.linkedin.com/in/tangtalks/ ---- Thank you so much for checking out this episode of The Tech Trek. We would appreciate it if you would take a minute to rate and review us on your favorite podcast player. Want to learn more about us? Head over at https://www.elevano.com Have questions or want to cover specific topics with our future guests? Please message me at https://www.linkedin.com/in/amirbormand (Amir Bormand)
Earlier this week, I finally found time to work on a large code change. When I deployed it, things got worse quickly. Here's what happened, why it happened, and how this changed my approach to working on a complicated software project.One thing became apparent: while it may look like a waste of time to build something and revert back to "yesterday's version", I got massively interesting insights into my product and my process along the way.So today, we'll talk about setbacks, getting back up again, and how we can judo a failure into making progress.This episode is sponsored by Acquire.comThe blog post: https://thebootstrappedfounder.com/my-saas-server-exploded-how-i-salvaged-it/The podcast episode: https://tbf.fm/episodes/319-my-saas-server-exploded-how-i-salvaged-itCheck out Podscan to get alerts when you're mentioned on podcasts: https://podscan.fmSend me a voicemail on Podline: https://podline.fm/arvidYou'll find my weekly article on my blog: https://thebootstrappedfounder.comPodcast: https://thebootstrappedfounder.com/podcastNewsletter: https://thebootstrappedfounder.com/newsletterMy book Zero to Sold: https://zerotosold.com/My book The Embedded Entrepreneur: https://embeddedentrepreneur.com/My course Find Your Following: https://findyourfollowing.comHere are a few tools I use. Using my affiliate links will support my work at no additional cost to you.- Notion (which I use to organize, write, coordinate, and archive my podcast + newsletter): https://affiliate.notion.so/465mv1536drx- Riverside.fm (that's what I recorded this episode with): https://riverside.fm/?via=arvid- TweetHunter (for speedy scheduling and writing Tweets): http://tweethunter.io/?via=arvid- HypeFury (for massive Twitter analytics and scheduling): https://hypefury.com/?via=arvid60- AudioPen (for taking voice notes and getting amazing summaries): https://audiopen.ai/?aff=PXErZ- Descript (for word-based video editing, subtitles, and clips): https://www.descript.com/?lmref=3cf39Q- ConvertKit (for email lists, newsletters, even finding sponsors): https://convertkit.com?lmref=bN9CZw
Highlights from this week's conversation include:The Evolution of Data Processing (2:36)Ryan's Background and Journey in Data (4:52)Challenges in Transitioning to S3 (8:47)Impact of Latency on Query Performance (11:43)Challenges with Table Representation (15:26)Designing a New Metadata Format (21:36)Integration with Existing Tools and Open Source Project (24:07)Initial Features of Iceberg (26:11)Challenges of Manual Partitioning (31:49)Designing the Iceberg Table Format (37:31)Trade-offs in Writing Workloads (47:22)Database Systems and File Systems (55:00)Vendor Influence on Access Controls (1:01:58)Restructuring Data Security (1:03:39)Delegating Access Controls (1:07:22)Column-level Access Controls (1:14:19)Exciting Releases and Future Plans (1:17:47)Centralization of Components in Data Infrastructure (1:25:37)Fundamental Shift in Data Architecture (1:28:28)The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we'll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com.
The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we'll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com.
Join us in this enlightening episode of the eCom Ops Podcast with Juan Camilo Meisel, CEO and founder of GRIP Shipping. Dive into the world of e-commerce logistics, uncovering the complexities and the crucial role of data-driven decision-making. Discover how Juan's journey from ButcherBox to founding GRIP Shipping is revolutionizing the way e-commerce handles perishable goods.
In this bonus episode, Eric and Kostas preview their upcoming conversation with Tony Wang of Stanford University.
Summary Data processing technologies have dramatically improved in their sophistication and raw throughput. Unfortunately, the volumes of data that are being generated continue to double, requiring further advancements in the platform capabilities to keep up. As the sophistication increases, so does the complexity, leading to challenges for user experience. Jignesh Patel has been researching these areas for several years in his work as a professor at Carnegie Mellon University. In this episode he illuminates the landscape of problems that we are faced with and how his research is aimed at helping to solve these problems. Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Data lakes are notoriously complex. For data engineers who battle to build and scale high quality data workflows on the data lake, Starburst powers petabyte-scale SQL analytics fast, at a fraction of the cost of traditional methods, so that you can meet all your data needs ranging from AI to data applications to complete analytics. Trusted by teams of all sizes, including Comcast and Doordash, Starburst is a data lake analytics platform that delivers the adaptability and flexibility a lakehouse ecosystem promises. And Starburst does all of this on an open architecture with first-class support for Apache Iceberg, Delta Lake and Hudi, so you always maintain ownership of your data. Want to see Starburst in action? Go to dataengineeringpodcast.com/starburst (https://www.dataengineeringpodcast.com/starburst) and get $500 in credits to try Starburst Galaxy today, the easiest and fastest way to get started using Trino. Your host is Tobias Macey and today I'm interviewing Jignesh Patel about the research that he is conducting on technical scalability and user experience improvements around data management Interview Introduction How did you get involved in the area of data management? Can you start by summarizing your current areas of research and the motivations behind them? What are the open questions today in technical scalability of data engines? What are the experimental methods that you are using to gain understanding in the opportunities and practical limits of those systems? As you strive to push the limits of technical capacity in data systems, how does that impact the usability of the resulting systems? When performing research and building prototypes of the projects, what is your process for incorporating user experience into the implementation of the product? What are the main sources of tension between technical scalability and user experience/ease of comprehension? What are some of the positive synergies that you have been able to realize between your teaching, research, and corporate activities? In what ways do they produce conflict, whether personally or technically? What are the most interesting, innovative, or unexpected ways that you have seen your research used? What are the most interesting, unexpected, or challenging lessons that you have learned while working on research of the scalability limits of data systems? What is your heuristic for when a given research project needs to be terminated or productionized? What do you have planned for the future of your academic research? Contact Info Website (https://jigneshpatel.org/) LinkedIn (https://www.linkedin.com/in/jigneshmpatel/) Parting Question From your perspective, what is the biggest gap in the tooling or technology for data management today? Closing Announcements Thank you for listening! Don't forget to check out our other shows. Podcast.__init__ (https://www.pythonpodcast.com) covers the Python language, its community, and the innovative ways it is being used. The Machine Learning Podcast (https://www.themachinelearningpodcast.com) helps you go from idea to production with machine learning. Visit the site (https://www.dataengineeringpodcast.com) to subscribe to the show, sign up for the mailing list, and read the show notes. If you've learned something or tried out a project from the show then tell us about it! Email hosts@dataengineeringpodcast.com (mailto:hosts@dataengineeringpodcast.com)) with your story. To help other people find the show please leave a review on Apple Podcasts (https://podcasts.apple.com/us/podcast/data-engineering-podcast/id1193040557) and tell your friends and co-workers Links Carnegie Mellon Universe (https://www.cmu.edu/) Parallel Databases (https://en.wikipedia.org/wiki/Parallel_database) Genomics (https://en.wikipedia.org/wiki/Genomics) Proteomics (https://en.wikipedia.org/wiki/Proteomics) Moore's Law (https://en.wikipedia.org/wiki/Moore%27s_law) Dennard Scaling (https://en.wikipedia.org/wiki/Dennard_scaling) Generative AI (https://en.wikipedia.org/wiki/Generative_artificial_intelligence) Quantum Computing (https://en.wikipedia.org/wiki/Quantum_computing) Voltron Data (https://voltrondata.com/) Podcast Episode (https://www.dataengineeringpodcast.com/voltron-data-apache-arrow-episode-346/) Von Neumann Architecture (https://en.wikipedia.org/wiki/Von_Neumann_architecture) Two's Complement (https://en.wikipedia.org/wiki/Two%27s_complement) Ottertune (https://ottertune.com/) Podcast Episode (https://www.dataengineeringpodcast.com/ottertune-database-performance-optimization-episode-197/) dbt (https://www.getdbt.com/) Informatica (https://www.informatica.com/) Mozart Data (https://mozartdata.com/) Podcast Episode (https://www.dataengineeringpodcast.com/mozart-data-modern-data-stack-episode-242/) DataChat (https://datachat.ai/) Von Neumann Bottleneck (https://www.techopedia.com/definition/14630/von-neumann-bottleneck) The intro and outro music is from The Hug (http://freemusicarchive.org/music/The_Freak_Fandango_Orchestra/Love_death_and_a_drunken_monkey/04_-_The_Hug) by The Freak Fandango Orchestra (http://freemusicarchive.org/music/The_Freak_Fandango_Orchestra/) / CC BY-SA (http://creativecommons.org/licenses/by-sa/3.0/)
2023 saw an explosion of AI. 2024 will make 2023 look like cheap fireworks next to the Death Star's superlaser.SaaS founders either go with the flow or are swept away. Here's where I see AI tooling going, how software founders can adapt and adopt these technologies, and what consumer expectations around conversational AI will mean for your marketing, customer service, and feature roadmaps.This episode is sponsored by Acquire.comThe blog post: https://thebootstrappedfounder.com/ai-and-the-future-of-saas/ The podcast episode: https://tbf.fm/episodes/281-ai-and-the-future-of-saasYou'll find my weekly article on my blog: https://thebootstrappedfounder.comPodcast: https://thebootstrappedfounder.com/podcastNewsletter: https://thebootstrappedfounder.com/newsletterMy book Zero to Sold: https://zerotosold.com/My book The Embedded Entrepreneur: https://embeddedentrepreneur.com/My course Find Your Following: https://findyourfollowing.comHere are a few tools I use. Using my affiliate links will support my work at no additional cost to you.- Notion (which I use to organize, write, coordinate, and archive my podcast + newsletter): https://affiliate.notion.so/465mv1536drx- Riverside.fm (that's what I recorded this episode with): https://riverside.fm/?via=arvid- TweetHunter (for speedy scheduling and writing Tweets): http://tweethunter.io/?via=arvid- HypeFury (for massive Twitter analytics and scheduling): https://hypefury.com/?via=arvid60- AudioPen (for taking voice notes and getting amazing summaries): https://audiopen.ai/?aff=PXErZ- Descript (for word-based video editing, subtitles, and clips): https://www.descript.com/?lmref=3cf39Q- ConvertKit (for email lists, newsletters, even finding sponsors): https://convertkit.com?lmref=bN9CZw
Partners Andy Splittgerber, and Christian Leuthner shed light on recent developments in the use of cloud services and EU data protection issues. This includes a summary of and comments on recent publications by the DSK (the German data protection authorities) as well as recent perspectives on data processors' reuse of data. Andy and Christian conclude by giving some practical tips for both providers and customers.
Highlights from this week's conversation include:The concept of composable at a lower level of data infrastructure (1:28)New architectures and components that allow developers to build databases (3:44)Pedro's background and experience in data infrastructure (6:18)The Spectrum of Latency and Analytics (12:59)Different Query Engines for Different Use Cases (16:32)Vectorized vs Code Gen Data Processing (19:33)Vectorization and Code Generation (21:21)Examples of Vectorized Engines (24:33)Rewriting Execution Engine in C++ (27:22)Different Organization of Presto and Spark (33:17)Arrow and its Extensions (37:15)The similarities between analytics and ML (44:33)Offline feature engineering and data preprocessing for training (48:00)Dialect and semantic differences in using Velox for different engines (50:01)The convergence of dialects (52:23)Challenges of substrate and semantics (53:18)Future plans for Velox (58:09)The discussion on evolving Parquet (1:03:38)The integration of the relational model and the tensor model (1:07:29)The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we'll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com.
In this episode of Elixir Wizards, Katelynn Burns, software engineer at LaunchScout, and Alexis Carpenter, senior data scientist at cars.com, join Host Dan Ivovich to discuss machine learning with Elixir, Python, SQL, and MATLAB. They compare notes on available tools, preprocessing, working with pre-trained models, and training models for specific jobs. The discussion inspires collaboration and learning across communities while revealing the foundational aspects of ML, such as understanding data and asking the right questions to solve problems effectively. Topics discussed: Using pre-trained models in Bumblebee for Elixir projects Training models using Python and SQL The importance of data preprocessing before building models Popular tools used for machine learning in different languages Getting started with ML by picking a personal project topic of interest Resources for ML aspirants, such as online courses, tutorials, and books The potential for Elixir to train more customized models in the future Similarities between ML approaches in different languages Collaboration opportunities across programming communities Choosing the right ML approach for the problem you're trying to solve Productionalizing models like fine-tuned LLM's The need for hands-on practice for learning ML skills Continued maturation of tools like Bumblebee in Elixir Katelynn's upcoming CodeBeam talk on advanced motion tracking Links mentioned in this episode https://launchscout.com/ https://www.cars.com/ Genetic Algorithms in Elixir (https://pragprog.com/titles/smgaelixir/genetic-algorithms-in-elixir/) by Sean Moriarity Machine Learning in Elixir (https://pragprog.com/titles/smelixir/machine-learning-in-elixir/) by Sean Moriarity https://github.com/elixir-nx/bumblebee https://github.com/huggingface https://www.docker.com/products/docker-hub/ Programming with MATLAB (https://www.mathworks.com/products/matlab/programming-with-matlab.html) https://elixirforum.com/ https://pypi.org/project/pyspark/ Machine Learning Course (https://online.stanford.edu/courses/cs229-machine-learning) from Stanford School of Engineering Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow (https://www.oreilly.com/library/view/hands-on-machine-learning/9781492032632/) by Aurélien Géron Data Science for Business (https://data-science-for-biz.com/) by Foster Provost & Tom Fawcett https://medium.com/@carscomtech https://github.com/k-burns Code Beam America (https://codebeamamerica.com/) March, 2024 Special Guests: Alexis Carpenter and Katelynn Burns.
In today's episode, Sundi and Owen are joined by Yordis Prieto and Stephen Chudleigh to compare notes on HTTP requests in Elixir vs. Ruby, JavaScript, Go, and Rust. They cover common pain points when working with APIs, best practices, and lessons that can be learned from other programming languages. Yordis maintains Elixir's popular Tesla HTTP client library and shares insights from building APIs and maintaining open-source projects. Stephen has experience with Rails and JavaScript, and now works primarily in Elixir. They offer perspectives on testing HTTP requests and working with different libraries. While Elixir has matured, there is room for improvement - especially around richer struct parsing from HTTP responses. The discussion highlights ongoing efforts to improve the developer experience for HTTP clients in Elixir and other ecosystems. Topics Discussed in this Episode HTTP is a protocol - but each language has different implementation methods Tesla represents requests as middleware that can be modified before sending Testing HTTP requests can be a challenge due to dependence on outside systems GraphQL, OpenAPI, and JSON API provide clear request/response formats Elixir could improve richer parsing from HTTP into structs Focus on contribution ergonomics lowers barriers for new participants Maintainers emphasize making contributions easy via templates and clear documentation APIs drive adoption of standards for client/server contracts They discuss GraphQL, JSON API, OpenAPI schemas, and other standards that provide clear request/response formats TypeScript brings types to APIs and helps to validate responses Yordis notes that Go and Rust make requests simple via tags for mapping JSON to structs Language collaboration shares strengths from different ecosystems and inspires new libraries and tools for improving the programming experience Links Mentioned Elixir-Tesla Library: https://github.com/elixir-tesla/tesla Yordis on Github: https://github.com/yordis Yordis on Twitter: https://twitter.com/alchemist_ubi Yordis on LinkedIn: https://www.linkedin.com/in/yordisprieto/ Yordis on YouTube: https://www.youtube.com/@alchemistubi Stephen on Twitter: https://twitter.com/stepchud Stephen's projects on consciousness: https://harmonicdevelopment.us Owen suggests: Http.cat HTTParty: https://github.com/jnunemaker/httparty Guardian Library: https://github.com/ueberauth/guardian Axios: https://axios-http.com/ Straw Hat Fetcher: https://github.com/straw-hat-team/nodejs-monorepo/tree/master/packages/%40straw-hat/fetcher Elixir Tesla Wiki: https://github.com/elixir-tesla/tesla/wiki HTTPoison: https://github.com/edgurgel/httpoison Tesla Testing: https://hexdocs.pm/tesla/readme.html#testing Tesla Mock: https://hexdocs.pm/tesla/Tesla.Mock.html Finch: https://hex.pm/packages/finch Mojito: https://github.com/appcues/mojito Erlang Libraries and Frameworks Working Group: https://github.com/erlef/libs-and-frameworks/ and https://erlef.org/wg/libs-and-frameworks Special Guests: Stephen Chudleigh and Yordis Prieto.
Hosts Dan Ivovich, Owen Bickford, and Sundi Myint kick off the 11th season of the Elixir Wizards podcast. This season's theme is “Branching Out from Elixir,” which expands the conversation to compare notes with experts from other communities; they discuss their experiences with other languages like JavaScript, PHP, Python, Ruby, C#, Go, and Dart before and after learning Elixir. This season's conversations will illuminate how problems are solved in different languages vs. Elixir; upcoming episode topics teased include education, data processing, deployment strategies, and garbage collection; the hosts express excitement for conversations analyzing similarities and differences between communities. Topics Discussed in this Episode Season 11 branches out from Elixir to compare notes with other programming communities Sundi, Owen, and Dan introduce the season theme and their interest in exploring these conversations The hosts compare their experiences with PHP, JavaScript, Python, Ruby, C#, Go, Dart and Elixir The Wizards compare and contrast differences in their personal experience building similar things with different languages Dan dreams in Ruby and uses it for quick prototypes Comparing problem-solving approaches across languages will reframe perspectives Upcoming episodes explore data processing workflows, machine learning, and game development Pop Quiz: Who's that Pokémon... or language, or framework? Links Mentioned https://smartlogic.io/ https://codepen.io/ https://i.redd.it/0lg7979qtr511.jpg
Master the joy of bringing joy, innerstanding the symbols of life, interpreting history through hieroglyphics, how to overcome the over-indulgence of the flesh and resurrecting the power of women. 19KEYS ft Baaba HeruDescription:19KEYS presents High Level Conversations to bring you into the high frequency of speech and communication to elevate your mindset and value.S3E1 Ft. Baaba HeruFeatured Guest Bio:Baaba Heru Ankh RA Semahj Se Ptah, was born in Quisqueya, La Romana and grew up on the British colony of Tortola, BVI. In 1958 he migrated to the USA. He attended Wingate HS in Brooklyn then worked as a supervisor in Data Processing for 4yrs. He became a NY City Police Officer from 1964-1985. During his patrols as an officer he cultivated respectful relationships with the people of the community he served. He takes pride in never having fired his weapon in the line of duty or off duty in the 20 years that he served. Always preferring entrepreneurship, in 1967 he established the Sphinx Shop in Brooklyn, NY, teaming up with fine artist Jokulo Cooper. There he manufactured Dashikis and collectible Afrakan Artifacts. In 1969 he became a vegetarian and soon after founded a cultural group known as the "Jewels of Aton" focusing on the Old Kingdom legacy of ATN-RA which reemerge during the 18th Dynasty led by Tehutimes 4, Amenhetep 3, Queen Tiye, Akhenaton and Nefertiti. In 1971 he met Master Jeweler, Anacleto Santiago de Colon, who became his mentor in the art of jewelry making in copper, brass, silver, gold and platinum. He officially became a "Craftsman of Ptah". He then Founded and became the Chief Designer of the Studio of Ptah, known for Authentic Kemetic SA-Protective amulets, for which he coined the term JOYARI. In 1980, he awarded Dr. Yosef Ben Jochannan with a Priest Carrying Ankh, also Alma Nomsa John, the first African American registered nurse at Harlem hospital. Historians, John Hendricks Clark, Ivan Van Sertima , and Charsie McIntire, educator, Adelaide Sandford, NYS Board of Regents, artist, Sun RA, activist, Sonny "Abubadika" Carson, Judge Bruce Wright ("Cut Em Loose Bruce")' Susan Taylor (Essence Magazine), Queen Mother Moore and many others. In the early 90s along with Queen Afua, he established the SMAI TAWI- Heal ThySelf.This Episode:This episode goes high level into the conversation of our understanding of the concept of linguistic sovereignty, ancestral legacy, unification of the nations, differentiating between the spiritual and human experience, changing the connotation of Black, challenging the narratives, and highlighting the role of unity and harmony in overcoming obstacles.Join the High Level Society today by answering the questions on this survey!https://forms.gle/SPzq3y7h5ppq6zZY7Featured Guest Contact:Website: Studio of Ptah | New York NY | Facebookhttps://www.soptah.com/Chief Elder | Shrine of Ma'at (shrineofmaat.org)Instagram: https://www.instagram.com/baabaheru_creates/?hl=enhttps://www.instagram.com/studioofptah/?hl=en19KEYS:He is a believer in the unlimited human potential, and he aims to help more and more people realize their full potential. His mantra is “slaveship to ownership.” Growing up in Oakland, California as a Muslim of African-American origins, he had to face a lot of difficulties. Many people around him lost their lives due to poverty which motivated him to work harder and secure a better future. 19KEYS is a global thought leader and one of the pioneers in the space of Web 3, business, mindset, holistic wealth, tech , metaphysics and financial literacy; having millions of followers across the globe. 19KEYS is known for his relentless efforts in matters of wealth creation, especially for the youth. One of his initiatives has funded over 5 million student investment accounts. 19KEYS is also the co-founder of initiatives such as The Block World Order (BWO), Goldewater, and Crownz Society. When people think of 19KEYS, they think of a self-taught 21st-century polymath who believes work is the cure to all of our problems.Follow his links below to learn more:BWO (THE BLOCK WORLD ORDER)https://bwo.cheatcode.com/ LinkTreehttps://linktr.ee/19_keys Crownz 19 Linkhttps://crownz19.com/ GoldeWater Linkhttps://goldewater.com/ Book linkhttps://crownz19.com/products/paradigm-keys-solution-based-mind-reprogramming-e-book?variant=17962889904179 **************Special EYL Viewer Promotion**********Text “HLC“ to 3235776692Tap in on all platforms:Youtube:https://www.youtube.com/c/19keysTwitter:https://twitter.com/Instagram:www.instagram.com/19_keys/TikTok:https://www.tiktok.com/@19keys?Send in a voice message: https://anchor.fm/19keys/messageSupport this podcast at — https://redcircle.com/19keys/exclusive-contentAdvertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacy
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