About these summaries
Octagon has summarized 45 episodes of Invest Like the Best published between Jan 6, 2026 and Nov 11, 2026. The companies discussed most often are Anthropic, OpenAI and Nvidia. Frequent guests include Gavin Baker. Each summary lists key takeaways, short timestamped quotes and the companies and tickers mentioned, with a link to the full episode.
Most-mentioned tickers
- META 5
- NVDA 5
- AMZN 4
- GOOG 4
- GOOGL 4
- MSFT 3
- TSM 3
- AAPL 2
Most-mentioned companies
- Anthropic 7
- OpenAI 7
- Nvidia 5
- Amazon 4
- Google 4
- Meta 3
- Microsoft 3
- Positive Sum 3
- SpaceX 3
- TSMC 3
- Apple 2
- Claude 2
- Etched 2
- Facebook 2
Frequent guests
- Gavin Baker 2
Episodes
- GLP-1s Are a Bigger Business Than AI
Zach Reitano argues that American healthcare is broken because the patient usually is not the customer.
- The Hidden Capital Crunch Behind Silicon Valley’s AI Boom
Silicon Valley is moving at a pace that feels more frantic than 2021, but Ramtin Naimi argues the underlying backdrop is stronger because many of today’s AI companies are…
- What Happens When the AI Boom Slows Down
Martin Casado argues that AI is not another software cycle but an industrial shift that changes what capital, engineering, and infrastructure can do.
- What's Still Valuable When Intelligence Is Free
Cliff Sosin argues that AI will make intelligence dramatically cheaper, but that does not mean intelligence becomes unlimited.
- How AI Is Repricing Every Software Company
Christina Cacioppo argues that AI is forcing software companies to rethink both product and pricing, and that Vanta is responding by rebuilding around agents rather than treating…
- How He Built the World’s Largest Digital Bank with 140 Million Customers
David Vélez argues that consumer banking is still in the early stages of disruption, even after Nubank reached 140 million customers.
- Why Every AI Lab Will Become a Biotech Company | Andrew Huberman
Andrew Huberman argues that the biggest frontier in performance is not simply more information or better LLMs, but better control over human energy, sleep, and brain state.
- The $10B AI Assistant Challenging Meta's Muse, Grok's Bots, and OpenAI's Dots
Noah Shinn says Instinct is building a personal assistant that feels less like an app and more like a socially aware agent you can text, call, or email.
- Why OpenAI and Anthropic Won't Win Finance
Gabe Stengel argues that AI is already strong enough to handle large parts of finance work, but the real moat is not just model quality.
- Sequoia Legend Michael Moritz: Steve Jobs, Being an Outsider, and Investing in the Age of AI
Michael Moritz argues that his outlook was formed less by explicit family stories than by the atmosphere of survival in which he grew up.
- Why the World Order Is Collapsing and American Power Is Rising
Walter Russell Mead argues that the post-1945 world order is unraveling, but American power is not.
- She Knows the 250 People Building AI. Here's What They Actually Believe.
Sarah Guo argues that AI has become a violently competitive, globally strategic landscape, but she resists framing it as a simple war between a few labs.
- Ex-NVIDIA Engineer: Why AI Is About to Get 1000x Cheaper
Neil Movva argues that AI is entering a shift from chatbots to background agents that work for hours or days, and that the winning business will be the one that makes those…
- What Happens When the AI Boom Runs Out of Money
Ben Thompson argues that a U.S. victory in AI could be geopolitically dangerous because China would have strong incentives to retaliate against chokepoints like TSMC, and he…
- Everyone Is Still Undersizing the AI Market | Eric Vishria
Eric Vishria argues that AI is not a commodity market where one provider will eat everything, but a much larger market that will likely produce an oligopoly plus several giant…
- The AI Selloff Doesn't Match the Data | Top AI Investor Explains
Gavin Baker argues that the July 2026 AI selloff was a disconnect between public-market fear and still-accelerating fundamentals.
- Sam Altman on AGI, Compute, and Human Agency
Sam Altman says OpenAI narrowed its focus after trying to do too many things at once, and that the company is now concentrating on the core stack: better models, cheaper…
- The 2028 Natural Gas Crisis No One Sees Coming
Matt Smith argues the U.S. is approaching a historic natural gas supply squeeze that the market has not priced in.
- How to Raise a Few Billion Dollars
John Kim argues that fundraising is less about winning on logic than about creating trust, reducing fear, and making the other person feel like the center of the conversation.
- The Billion Dollar PDF
Jeremy Giffon argues that capital formation in long-term private markets is driven less by balance-sheet analysis than by narrative skill.
- The Two Harvard Dropouts Who raised $800M to take on NVIDIA
Etched’s founders argue that inference, not training, will be the dominant market in AI, and that whoever produces the most tokens at the best cost will be the most valuable…
- Investing a $120 Billion Balance Sheet with No Outside Investors
Vlad Barbalat argues that Liberty Mutual’s investment platform is unusual because it sits on a roughly $120 billion balance sheet with no outside investors, letting it act like a…
- Clay’s Unusual Path to Building a Multi-Billion Dollar Company
Kareem Amin argues that building Clay was never just about software efficiency; it was about giving more people the power of programming so business users could turn ideas into…
- Why the AI Boom Is Just Getting Started
Alex Sacerdote argues that AI is still early in its adoption curve, but the opportunity is already visible in the infrastructure layer and, increasingly, in code.
- Uber CEO on AI, Autonomous Vehicles, and the Future of Transportation
Dara Khosrowshahi argues that Uber’s next chapter is being shaped by AI in two layers: software that improves the app today and physical AI that changes transportation, delivery…
- Legendary Investor Dan Loeb on AI, Credit, & Third Point’s $25B Strategy
Dan Loeb argues that the biggest macro forces are now oil and AI, with geopolitics shaping energy and the AI buildout reshaping everything from semiconductors to software.
- The New Endgame: Remaking Global Theaters in America's Interest
Darren Farber argues that modern conflict is ultimately about political will, legitimacy, and the ability to sustain pressure longer than an adversary can endure.
- Gavin Baker on Orbital Compute, TSMC, and Frontier Models
Gavin Baker argues that the AI build-out is happening at a scale without precedent, pointing to Anthropic’s rapid ARR growth as evidence that the current cycle is unlike anything…
- Inside Anthropic's $100 Billion Al Compute Commitment | CFO Krishna Rao
Anthropic’s CFO frames compute as the company’s core economic asset: something to be planned years ahead, allocated dynamically, and used across model training, internal…
- How Brian Chesky Is Redesigning Airbnb for the AI Era
Brian Chesky argues that the job of CEO is fundamentally different from being a founder: founders may be innate, but CEOs have to learn to operate counterintuitively, stay in the…
- Legendary Trader Paul Tudor Jones on AI Risk, Bubbles and Buffett
Paul Tudor Jones argues that trading is fundamentally different from investing because traders live with constant volatility, liquidity risk, and the need for fast execution.
- The Supply and Demand of AI Tokens | Dylan Patel Interview
Dylan Patel argues that AI has moved from a world where execution was scarce and ideas were cheap to one where implementation is cheap and the best ideas are what justify…
- GLP-1s, Peptides, and The Trillion-Dollar Health Revolution
Alex Karnal argues that 2025 marked the most exciting year of his biotech investing career because GLP-1 medicines have become the first major commercial proof that medicine is…
- From SpaceX to Founders Fund to Solving America's Nuclear Fuel Problem
Scott Nolan frames his career around one rule: work on something useful, where he can make a real contribution to an important problem that would otherwise go unsolved.
- What 100 Years of American Finance Tells Us About Today
Alan Waxman frames the current boom in private credit and private capital as the product of changing guardrails, incentives, and market structure across three eras of American…
- World's Top Researcher on AI, LLMs, and Robot Intelligence
Sergey Levine argues that the core robotics problem is not building a single specialized machine, but a robotic foundation model that can control many embodied systems across…
- Why Now is the Best Time to Buy Public Software Companies
Mitchell Green describes Lead Edge Capital as a deliberately built investment machine designed to deliver consistent outcomes, not home runs.
- How to bet on yourself (without venture capital)
William Hockey argues that Column is a software company that also owns a bank, built to provide the regulated rails behind payments, deposits, credit, and global-dollar services…
- Why Great Builders are Heretics | Palantir CTO
Shyam Sankar argues that American progress comes from “heretics”: builders who defy bureaucracy, accept personal cost, and turn unlikely ideas into working systems.
- The World's Greatest Energy Trader on Markets, China, and AI
John Arnold argues that China’s manufacturing system has pulled far ahead of the West on speed, scale, and robotics, driven by dense supply chains, an entrepreneurial culture…
- The Secretive PE Firm Behind Burger King, Tim Hortons, Skechers and Hunter Douglas (3G Capital)
3G Capital’s model is built around concentration, patience, and operating depth.
- Why The Laws of Startup Physics Have Changed | Ben Horowitz Interview
Ben Horowitz argues that U.S. tech remains unusually strong because entrepreneurship culture is healthier than in most of the world, regulation is lighter, and AI is becoming a…
- He Built The Revenue Engines for Google, Facebook & Square
Gokul Rajaram argues that AI is fundamentally changing how products get built: product managers, designers, and engineers are converging around hands-on code, rapid prototyping…
- How Ladder Became #1 Strength Training App
Ladder grew from a struggling managed marketplace for personal training into the #1 strength training app by rebuilding around what its members actually wanted: structured…
- The Netflix Culture Code That Changed Entertainment Forever | Reed Hastings Interview
Reed Hastings argues that Netflix was built on two unusually durable ideas: talent density and a simple long-term product thesis.
Invest Like the Best, its episodes and artwork belong to Colossus | Investing & Business Podcasts. Octagon is not affiliated with the show; these pages are independent summaries.
