Chuck Yates Got A Job

What if you could stash a barrel of oil in a digital bank account and drop it in your kid's Christmas stocking? That's the wild idea Wil Harris of Energy Substantiation is chasing, building the stablecoin of oil. He breaks down how WTI coins work, why nobody had ever banked a barrel before, and Chuck puts on his critical investor hat to try and blow the whole thing up.Click here to watch a video of this episode.Join the conversation shaping the future of energy.Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.Apply today at collide.ioClick here to view the episode transcript. 0:00 - The barrel of oil coin on Chuck's dresser2:08 - How Wil ended up bridging crypto and oil4:03 - What a stablecoin actually is, explained for mom10:05 - The minus 37 dollar day, USO, and True Tracker12:21 - Banking a barrel: minting, redeeming, the bank of oil19:25 - Critical investor mode: what protects your money24:08 - Credit reviews, unencumbered barrels, and ABLs28:50 - The reverse Dutch auction and the trading platform32:16 - A brand new form of capital for producers36:06 - Crypto adoption, 700 million accounts, and the Yeezys story38:34 - Selling the company, line fill, and credit over time45:59 - Who they want to hear from and WTI as the world standard48:34 - Still early days and how to reach them https://twitter.com/collide_aihttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/collide-ai.bsky.socialhttps://www.linkedin.com/company/collideai

Bobby Neelon and John Kalfayan from Collide break down the messy reality of getting data ready for RAG, why PDFs are dumpster fires for unstructured data, how extraction changes depending on whether you're dealing with drilling surveys or handwritten logs, and why chunking strategy matters more than people think. They walk through embeddings, vector databases, MCP servers for pulling external data without leaking internal info, and why good metadata and folder structure actually make AI deployments way easier. Plus the hard truth that AI isn't a silver bullet for bad data management and the crap-in-crap-out problem is getting worse because now it can hallucinate on top of the crap.Click here to watch a video of this episode.Join the conversation shaping the future of energy.Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.Apply today at collide.ioClick here to view the episode transcript. 0:00 - Introductions and RAG overview3:15 - Document identification and classification challenges8:40 - Extracting data from unstructured PDFs13:25 - Real world examples of messy data formats18:50 - OCR paired with vision models for extraction22:10 - Chunking strategies and when to use each26:35 - Embeddings and vector databases explained30:20 - MCP servers and external data integration35:45 - Getting data AI-ready with metadata and structure40:30 - Text-to-SQL approaches and database access44:15 - Handling duplicates and M&A data integration48:50 - How AI learns context over time53:40 - Why traditional data management matters more than everhttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcatters

John Argo, asset manager at Continental Resources, breaks down the groundbreaking LifesAIver initiative, a multi-company effort to use AI for preventing workover rig fatalities. He walks through how six operators and service companies pooled data to create AI tools that give crews personalized safety insights before they hit the rig. Argo also shares Continental's perspective on recovery factors, why the U.S. is getting less than 20% of known oil out of the ground, and how AI could unlock massive reserves everyone's leaving behind. Click here to watch a video of this episode.Join the conversation shaping the future of energy.Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.Apply today at collide.ioClick here to view the episode transcript. 0:00 - John's background and path to Continental Resources5:12 - What sparked the LifesAIver safety initiative11:47 - How six competitors agreed to share data16:23 - The AI competition structure and selection process22:58 - What version one of the tool will actually do28:41 - Field crew feedback that surprised everyone31:15 - U.S. energy production versus 2003 predictions38:02 - Why recovery factors in oil and gas are so low44:36 - Open source collaboration versus competitive advantage51:18 - Harold Hamm's origin story at Continentalhttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcatters

Aurian Norouzi from Kraken Oil & Gas walks through how they're using Collide to stop manually hunting through gas gathering agreements buried in file folders. He breaks down the acreage dedication problem, how they're automating stripper well applications to North Dakota, and why building third-party volume forecasts used to mean staring at maps and manually typing section-township-range data into Excel. Nick Smart from Collide explains how they iterated on chunk sizes and result limits to make the answers actually useful, and where GIS integration could let Kraken visualize dedication overlays without bugging their one GIS analyst.Click here to watch a video of this episode.Join the conversation shaping the future of energy.Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.Apply today at collide.ioClick here to view the episode transcript. 0:00 - Introductions and Aurian's background at Kraken2:15 - What the midstream contract search looked like before Collide5:40 - Sample questions on acreage dedications8:30 - User engagement and iteration process12:45 - Stripper well application automation workflow18:20 - Third party forecasting tool and mapping integrations24:35 - Using GIS files instead of manually parsing PDFs28:50 - How faster forecasts improve midstream negotiations31:40 - Visualizing dedication maps and contract overlays35:10 - Current search functionality and real use caseshttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcatters

AI is shaking up oil and gas in all the best ways, and Todd Bush from Collide breaks it down like few can. He and Chuck dive into how automation is tackling tedious processes, think regulatory filings like W-10s and G-10s, and how AI is streamlining data extraction for mineral revenue statements. Todd shows off Collide’s enterprise AI system in action, revealing how it saves time, slashes costs, and helps operators make smarter, faster calls in the field. It’s a wild look at how machine learning is making oil and gas operations not just more efficient, but safer and a hell of a lot cooler.Click here to watch a video of this episode.Join the conversation shaping the future of energy.Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.Apply today at collide.ioClick here to view the episode transcript. 00:00 - Intro00:58 - How Todd and Chuck Met05:04 - Lessons from Selling AI Software09:42 - Selling Outcomes in AI14:05 - Automation of G10s and W10s17:00 - AI-Generated W10s Demo20:55 - No Human Involvement Required23:00 - Revenue Statement Extraction Demo27:25 - Where Does AI Stop?27:58 - Future of the AI Industry32:18 - AI as an Enhancement Tool32:50 - Automating Workflows for Strategic Time33:07 - Outrohttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcatters

This episode is packed with big-picture energy talk and some seriously nerdy (but fun) data breakdowns. John Kalfayan from collide. and Chuck start with what’s really happening in oil and gas today before shifting into the challenges of putting AI to work in the field. From there, things get deep: contract dedications, what RAG actually means, how data chunking works, and the never-ending battle with duplicate info. We also weigh the costs of storage, querying, and running models, plus the tradeoffs between RAG and foundational models. If you’ve ever wondered about vector databases, data strategy, or just why we have a rant about sand, it’s all here. By the end, we hit on the human side too: education, privacy, and making sure the right people can access the right data.Click here to watch a video of this episode.Join the conversation shaping the future of energy.Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.Apply today at collide.ioClick here to view the episode transcript. 00:00 - Intro01:51 - Oil and Gas Industry Insights06:34 - AI Deployment Challenges09:12 - Contract Dedications Explained10:32 - Understanding RAG12:52 - What is RAG in Data Management13:43 - Data Chunking Techniques17:17 - Cost Considerations in Data18:03 - RAG vs Foundational Models19:21 - Vectorized Databases Overview23:47 - Managing Duplicate Data26:28 - Data Strategy Considerations28:24 - Sand Rant31:32 - Identifying Gaps in Data33:10 - The Cost of Storage33:56 - Effective Data Querying35:50 - AI Education and Awareness37:53 - Privacy Concerns with Language Models40:54 - Data Access and Availabilityhttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcatters

Cemvita is taking microbes and turning them into an entirely new playbook for energy and manufacturing. Chuck sat down with CEO Moji Karimi and BioWell’s Paul Palmer to talk about how biology, AI, and genomics are teaming up to replace petrochemicals with bio-based alternatives. We’re talking everything from sustainable aviation fuel to biofertilizers to underground biorefineries that sound like science fiction but are already in motion. Along the way, they unpack how biomanufacturing could clean up supply chains, cut waste, and unlock new energy sources, all while building a circular bioeconomy that makes sustainability actually scalable. If you’ve ever wondered what the future looks like when bugs beat barrels, this one’s for you.Click here to watch a video of this episode.Join the conversation shaping the future of energy.Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.Apply today at collide.ioClick here to view the episode transcript. 00:00 - Intro00:32 - What is Zymergen02:37 - Real World Examples of Biomanufacturing05:52 - AI in Biomanufacturing Acceleration08:44 - Economics of Biomanufacturing14:04 - Company Overview and Operations18:19 - Microbiology Benefits in Oil and Gas23:47 - Contacting Doug26:10 - Current Biomanufacturing Market Size28:53 - Biodegradable Product Innovations30:30 - Nature-Inspired Technologies33:14 - Environmental Impact of Biomanufacturing38:00 - Future Trends in Biomanufacturing39:31 - What's Next for You40:50 - Bipartisan Support for Biomanufacturing43:15 - Contact Informationhttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcatters