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  • The Secret Data Engineering Behind Industry AI

    The Secret Data Engineering Behind Industry AI
    2025/09/17

    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.

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    00:00 - Intro
    01:51 - Oil and Gas Industry Insights
    06:34 - AI Deployment Challenges
    09:12 - Contract Dedications Explained
    10:32 - Understanding RAG
    12:52 - What is RAG in Data Management
    13:43 - Data Chunking Techniques
    17:17 - Cost Considerations in Data
    18:03 - RAG vs Foundational Models
    19:21 - Vectorized Databases Overview
    23:47 - Managing Duplicate Data
    26:28 - Data Strategy Considerations
    28:24 - Sand Rant
    31:32 - Identifying Gaps in Data
    33:10 - The Cost of Storage
    33:56 - Effective Data Querying
    35:50 - AI Education and Awareness
    37:53 - Privacy Concerns with Language Models
    40:54 - Data Access and Availability

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    45 分
  • Collin McLelland on Chuck Yates Got A Job Podcast

    Collin McLelland on Chuck Yates Got A Job Podcast
    2025/09/03

    AI isn’t just a buzzword here, it’s reshaping how oil and gas gets work done. Collin McLelland breaks down what he’s building at collide, from tackling the nightmare of legacy systems to creating smarter, vertical AI tools that actually fit the industry. He and Chuck swap stories on why community and knowledge sharing matter as much as tech itself, how AI speeds up decisions and cleans up workflows, and what the future of jobs in energy might look like when machines and people work side by side. It’s equal parts practical advice, behind-the-scenes insight, and a good dose of Chuck’s trademark humor.

    Click here to watch a video of this episode.


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    Click here to view the episode transcript.

    00:00 - What is Collide
    02:28 - The Catalyst for Collide
    04:26 - What is RAG
    08:56 - Collide vs. Clyde AI
    12:40 - Community Over Everything
    14:55 - Colin’s Wall Spacing Story
    17:05 - Collide Community
    19:57 - Clyde AI Enterprise Software
    24:34 - AI in Oil and Gas Today
    28:20 - AI: Correlations vs. Causations
    30:28 - AI and Questioning Techniques
    32:40 - Value of AI: Search and Correlations
    35:10 - What AI Can Do for You Today
    35:55 - What’s Next for Canopy
    37:08 - Future of Work Insights
    41:40 - Extracting Tribal Knowledge
    46:14 - Market Size of AI in O&G
    49:25 - Chuck Got a Job

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    55 分
  • Biomanufacturing the Future of Energy

    Biomanufacturing the Future of Energy
    2025/08/20

    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.


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    Click here to view the episode transcript.

    00:00 - Intro
    00:32 - What is Zymergen
    02:37 - Real World Examples of Biomanufacturing
    05:52 - AI in Biomanufacturing Acceleration
    08:44 - Economics of Biomanufacturing
    14:04 - Company Overview and Operations
    18:19 - Microbiology Benefits in Oil and Gas
    23:47 - Contacting Doug
    26:10 - Current Biomanufacturing Market Size
    28:53 - Biodegradable Product Innovations
    30:30 - Nature-Inspired Technologies
    33:14 - Environmental Impact of Biomanufacturing
    38:00 - Future Trends in Biomanufacturing
    39:31 - What's Next for You
    40:50 - Bipartisan Support for Biomanufacturing
    43:15 - Contact Information

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    45 分
  • Why can’t the energy industry simply ‘Drill Baby Drill’ anymore?

    Why can’t the energy industry simply ‘Drill Baby Drill’ anymore?
    2025/07/30

    Why can’t the energy industry simply ‘Drill Baby Drill’ anymore? Chuck Yates and guest Roe Patterson, Managing Partner at Marauder Capital, break it all down in this insightful episode of the Chuck Yates Needs A Job Podcast. From falling rig counts and oil market challenges to the impact of government policies and the evolving role of natural gas, they explore why the industry is shifting gears. Roe shares invaluable insights into production constraints, technological advancements like AI, and the critical importance of balancing energy independence with global demand. Packed with humor, personal stories, and hard-hitting industry truths, this episode is a must-watch for anyone interested in the future of energy. Don’t miss this candid conversation about what it takes to navigate the complexities of today’s energy landscape.

    Click here to watch a video of this episode.


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    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.
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    Click here to view the episode transcript.

    00:00 - Intro
    02:49 - Current state of the oil and gas industry
    09:42 - Revitalizing the US oil industry
    16:26 - Role of DOE in supporting oil and gas
    18:30 - Power grid stress and energy reliability
    21:01 - Navigating the energy transition
    22:35 - Executive orders vs. legislative impact
    29:30 - Hindsight on the shale revolution
    30:40 - Future game-changing technologies in energy
    35:13 - AI's global impact on industries
    36:50 - Significance of natural gas in energy
    42:23 - Humorous oilfield anecdotes
    45:56 - Light-hearted stories from the industry
    47:30 - Klaus and father's offshore drilling tales
    51:15 - Success and its perception in business
    54:07 - Wisdom passed down from mentors
    54:51 - The perspective of experience in the industry
    58:40 - Learning valuable lessons from failure
    1:02:34 - Quizzing industry leaders during due diligence
    1:04:15 - Evaluating a management team effectively
    1:08:18 - Building a reputation in the oil industry
    1:10:50 - The importance of decisiveness in leadership
    1:12:18 - Wrapping Up the discussion

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    1 時間 14 分
  • HR Nightmares & Dating Policies

    HR Nightmares & Dating Policies
    2025/07/25

    Office flings, awkward disclosures, and dating policies gone sideways, Janell Zeug, Founder & CEO of P3 HR Solutions, unpacks the real stories that made HR sweat, including the infamous Coldplay incident. This episode is full of the kind of workplace drama that forces companies to rewrite the handbook, plus a look at how AI is creeping into HR decisions (for better or worse). We get into how different generations clash (and connect) at work, and what it actually takes to build a team that’s engaged, ethical, and not secretly dating in the breakroom.

    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.
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    Click here to view the episode transcript.

    00:00 - Intro
    00:22 - Coldplay Scandal
    05:39 - AI Impact on Workforce
    11:32 - AI Applications in Oilfield
    14:02 - HR Policies for AI Integration
    18:18 - Innovation in Oil and Gas Industry
    26:00 - HR Challenges in Woke Era
    28:00 - Woke Movement's Impact on HR
    31:43 - Current Pitfalls in Business
    35:44 - Advice for Aspiring CEOs
    39:17 - Next Episode Preview
    43:48 - Contact Information

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    47 分
  • Inside the Global Uranium Market with Eric Keller

    Inside the Global Uranium Market with Eric Keller
    2025/06/11

    Nuclear is back, baby! But there’s a catch: the world is hungry for uranium, and we're running short. Turns out, countries like China, India, and Saudi Arabia aren’t waiting around—they’re ramping up reactors faster than you can say "energy crisis." Small Modular Reactors (think mini but mighty) could totally flip the script on how we power cities, AI data centers, and your neighborhood coffee shop. Our guest knows the ins and outs of uranium investments, the weird logistics of mining, and why nuclear might just be the unsung hero of clean energy, controversial, sure, but impossible to ignore.

    Click here to watch a video of this episode.


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    Click here to view the episode transcript.

    00:00 - Intro
    02:06 - What is Uranium: Basics and Importance
    07:04 - Uranium Production Today: Current Trends
    08:00 - Uranium Enrichment: Process and Techniques
    12:39 - Uranium Market: Analysis and Insights
    17:27 - Cost Inflation: Impact on Uranium Industry
    20:51 - Talent Drain: Challenges in the Sector
    23:08 - Nuclear Energy Demand: Future Projections
    27:07 - Small Modular Reactors (SMRs): Innovations in Nuclear
    31:50 - Uranium’s Role in the Energy Sector: Key Contributions
    37:48 - Uranium’s Role in the Military: Strategic Importance
    40:13 - How to Invest in Uranium: Tips and Strategies
    47:50 - Who Should Call You: Networking in the Industry
    48:35 - What About the Solar Panels: Comparing Energy Sources
    50:20 - What About the Nat Gas Guys: Industry Comparisons
    51:18 - Eric’s Final Thoughts: Closing Insights

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    54 分
  • Keith Behrens & Brad Nelson from Stephens

    Keith Behrens & Brad Nelson from Stephens
    2025/06/04
    Family offices are rolling into the energy game in a big way, and Chuck sits down with a couple of guys who’ve been right in the thick of it. We’re talking old-money families, London power players, and some seriously savvy strategies, like continuation vehicles, that are flipping the script on traditional deals. Keith and Brad from Stephens Inc. break it all down: what’s drawing these investors to oil and gas (hint: it’s not just the money), why Europe’s cash is flowing stateside, and how the secondary basins are getting their glow-up. If you’ve ever wondered who’s behind the curtain in today’s biggest mineral and royalty plays, this one peels it back.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 - Intro00:52 - Raising Money from Family Offices06:26 - FIRPTA Explained08:26 - Continuation Vehicles Overview19:08 - MAP Royalty Insights21:54 - Continuation Vehicle vs Going Public25:50 - Continuation Vehicle Process Explained28:30 - Family Office VDR Process31:08 - Timeline for Continuation Vehicles36:05 - Criteria for Mercury Call41:00 - Family Office Equity Strategies45:58 - A&D Market Trends49:10 - Scott Sheffield's Ranch Overview49:44 - 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-wildcattersStephens’ Investment Banking Department personnel participated in this podcast solelyfor informational purposes. It is not a solicitation of any retail customer, it is not asolicitation, recommendation or offer to buy or sell any security and it does not provideinformation on which an investment decision to purchase or sell any securities could bebased. It does not purport to be a complete description of the securities, markets ordevelopments referred to in this podcast. Stephens has not independently verified anyinformation discussed in this podcast and does not guarantee that it is accurate orcomplete. No representation or warranty, express or implied, is made as to the accuracy,completeness, or correctness of any such information. To the full extent permitted bylaw, neither Stephens nor any other person accepts any liability whatsoever for anydirect, or indirect or consequential loss or damage arising from any use of theinformation discussed in this podcast. No subsequent publication or distribution of thispodcast shall mean or imply that any such information remains current at any time afterthe date the podcast was recorded. Stephens does not undertake to advise you of anychanges in any such information. Additional information is available upon request.Please assume that Stephens or its employees or affiliates at any time may hold long orshort positions in any of the securities mentioned, may sell or buy any such securities,may make a market in any such securities and may have conducted underwritings orprovided other investment banking services involving any of such securities.The views and opinions expressed in this podcast are those of the speaker, or theperson(s) to whom such view or opinion is attributed, and do not necessarily reflect theopinions of Stephens or any other person or entity. Any expressions of opinion orforward-looking statements included in this podcast are based on information availableon the date the podcast was recorded, speak only as of such date and are subject tochange without notice. No assurance can be given that any of such opinions orstatements will prove correct.Nothing in this podcast should be viewed as accounting, tax, regulatory or legal advice;please contact your professional accounting, tax, regulatory or legal advisors for suchadvice.“Stephens” (the company brand name) is a leading family-owned investment firm thatincludes Stephens Inc. (member NYSE/SIPC), Stephens Investment ManagementGroup, LLC, Stephens Insurance, LLC, Stephens Capital Partners LLC and StephensEurope Limited (Registered office: 12 Arthur Street, London, EC4R 9AB, Registerednumber 8817024), which is authorised and regulated by the Financial Conduct Authority.© 2025 Stephens
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    51 分
  • Stephen Trauber and Aon

    Stephen Trauber and Aon
    2025/05/28

    Energy deals are popping off left and right, and it’s shaking up the whole industry, so I grabbed a few friends who know the game better than anyone to talk shop. We broke down why all these mergers keep happening, how creative insurance strategies are giving companies more wiggle room, and where natural gas fits into this ever-changing picture. Plus, we got into some juicy topics like why AI is suddenly the hottest hire in energy, the real story behind ESG investing (hint: it might not be what you think), and even how big tech might soon be cozying up with natural gas. From sovereign wealth fund moves to the secrets of disciplined investing, we’re spilling all the inside tea on energy’s biggest shakeups.

    Click here to watch a video of this episode.

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    Click here to view the episode transcript.

    00:00 - Intro
    00:37 - M&A in Energy Sector
    02:48 - Insurance in M&A Transactions
    14:02 - Insurance Overview
    16:02 - Future Predictions
    21:00 - Natural Gas Market Insights
    21:20 - Impact of Middle Eastern Investment
    22:20 - Insurable Risks in Energy
    23:14 - Political Risk Insurance Explained
    25:08 - Gas Supply Insurance Strategies
    28:52 - Guest Introduction: Steve
    33:00 - AI's Impact on Industry
    35:48 - Current State of AI Technology
    38:28 - Closing Thoughts

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    48 分