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AI Podcasts

December 31, 2025

[State of Research Funding] Beyond NSF, Slingshots, Open Frontiers — Andy Konwinski, Laude Institute

Latent Space

AI
Key Takeaways:
  1. The transition from monolithic models to compound systems means the value is migrating to the orchestration and context layer.
  2. Prioritize tools like DSPy and context management frameworks to build high-leverage applications that do not depend on proprietary model updates.
  3. Open research is the only way to maintain a competitive edge. If the US stops publishing, it stops leading.
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December 31, 2025

Infinity, Paradoxes, Gödel Incompleteness & the Mathematical Multiverse | Lex Fridman Podcast #488

Lex Fridman

AI
Key Takeaways:
  1. From Singular Logic to Pluralistic Systems. As we build complex AI, we must move from seeking one "correct" model to managing a multiverse of conflicting but internally consistent logical frameworks.
  2. Audit for Incompleteness. When designing protocols, identify the "independent" variables that your system cannot prove or settle internally.
  3. Truth is bigger than code. Over the next year, the winners will be those who stop trying to "solve" the universe and start navigating the multiverse of possible truths.
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December 31, 2025

AI in 2026: 3 Predictions For What’s To Come (a16z Big Ideas)

a16z

AI
Key Takeaways:
  1. Outcome-Based Intelligence. We are moving from AI as a Service to AI as an Outcome where value is tied to results rather than usage.
  2. Target Non-Public Data. Build applications in sectors like law or lending where the most valuable data is private and un-crawlable.
  3. The next two years will separate companies that use AI to save pennies from those that use AI to capture entire markets through autonomous systems and proprietary data loops.
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December 30, 2025

Your Brain Doesn't Command Your Body. It Predicts It. [Max Bennett]

Machine Learning Street Talk

AI
Key Takeaways:
  1. The macro pivot: The transition from static data training to interactive world models that perform active inference.
  2. The tactical edge: Prioritize AI architectures that incorporate continual learning and hypothesis testing rather than just scaling parameters.
  3. The next decade belongs to those who replicate the biological transition from observation to interactive simulation.
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December 31, 2025

The Algorithm That IS The Scientific Method [Dr. Jeff Beck]

Machine Learning Street Talk

AI
Key Takeaways:
  1. The Macro Transition: Move from Big Data mimicry to Small Data causal reasoning.
  2. The Tactical Edge: Prioritize Active Inference frameworks that track uncertainty.
  3. AGI won't come from bigger LLMs; it will come from agents that possess a physics-grounded world model.
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December 30, 2025

[State of AI Startups] Memory/Learning, RL Envs & DBT-Fivetran — Sarah Catanzaro, Amplify

Latent Space

AI
Key Takeaways:
  1. The transition from stateless chat interfaces to stateful, personalized agents that learn from every interaction.
  2. Prioritize memory. If you are building an application, treat state management and continual learning as your core technical moat to prevent user churn.
  3. Stop chasing clones of existing apps for reinforcement learning. Use real-world logs and traces to build models that solve actual engineering friction.
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December 30, 2025

[State of RL/Reasoning] IMO/IOI Gold, OpenAI o3/GPT-5, and Cursor Composer — Ashvin Nair, Cursor

Latent Space

AI
Key Takeaways:
  1. The transition from internet-scale imitation to environment-scale RL.
  2. Build products that capture the full context of a professional's workflow to make them RL-ready.
  3. Intelligence is no longer the bottleneck. The winner will be whoever builds the best hard drive for professional context.
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December 31, 2025

[State of Post-Training] From GPT-4.1 to 5.1: RLVR, Agent & Token Efficiency — Josh McGrath, OpenAI

Latent Space

AI
Key Takeaways:
  1. The Macro Pivot: Intelligence is moving from a scarce resource to a commodity where the primary differentiator is the cost per task rather than raw model size.
  2. The Tactical Edge: Prioritize building on models that demonstrate high token efficiency to ensure your agentic workflows remain profitable as complexity grows.
  3. The Bottom Line: The next year will be defined by the systems vs. models tension. Success belongs to those who can engineer the environment as effectively as the algorithm.
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December 31, 2025

[State of Evals] LMArena's $100M Vision — Anastasios Angelopoulos, LMArena

Latent Space

AI
Key Takeaways:
  1. The transition from static benchmarks to "Vibe-as-a-Service" means model labs must optimize for human delight rather than just loss curves.
  2. Use Arena’s open-source data releases to fine-tune models on real-world prompt distributions.
  3. In a world of synthetic data and benchmark saturation, human preference is the only remaining scarce resource for validating frontier capabilities.
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Crypto Podcasts

November 5, 2025

fomo: Paul and Se

Archetype

Crypto
Key Takeaways:
  1. Social Proof is the New Alpha. FOMO’s core bet is that transparently tracking successful wallets is a more powerful discovery mechanism than traditional research. By making on-chain activity legible and social, it unlocks a new paradigm for retail investing.
  2. User Experience Wins the Next Cycle. The next 100 million crypto users will not be onboarded with seed phrases and gas fees. By abstracting away all technical friction and mirroring the seamlessness of Web2 apps, FOMO provides a blueprint for mass adoption.
  3. Trading is Becoming a Spectator Sport. By turning trading performance into a form of content, FOMO is building a new financial creator economy. The best traders are the new influencers, and their alpha is the content that drives the entire ecosystem.
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November 5, 2025

x402: The Key to Internet Money, Micropayments & The AI Agent Economy

Bankless

Crypto
Key Takeaways:
  1. The Internet Gets Its Native Wallet. x402 uses crypto to finally fulfill the internet's original vision of direct, peer-to-server payments, unlocking an economy of micropayments for everything from accessing an article to running an AI model.
  2. The Ad-Supported Web Is Obsolete. AI agents that retrieve information without viewing ads are killing the web's 20-year-old business model. x402 provides the new economic rails for a pay-per-use internet where value is exchanged for resources, not attention.
  3. Build Composable Money Legos. The biggest opportunity lies in creating simple, single-purpose APIs that agents can easily discover and compose. Think of it as building for the App Store of the emerging AI agent economy.
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November 5, 2025

Why the Crypto Markets Seem Down Bad as Bitcoin Dips Below $100K

Unchained

Crypto
Key Takeaways:
  1. Despite the brutal sentiment, both speakers remain bullish, predicting a sharp reversal and a new all-time high for Bitcoin by the end of the year once macro clarity emerges.
  2. Macro is King. Bitcoin's fate is now tied to the broader economy. Forget four-year cycles; the key catalyst is a resolution to the government shutdown, which could unlock pent-up energy in the market.
  3. The Treasury Trade is Toast. The era of companies boosting their stock by simply buying Bitcoin is over. Expect a painful shakeout as the market demands real utility and revenue, leading to more forced selling.
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November 5, 2025

Play to Earn Crypto Games: $65B Opportunity | Open Game Protocol & Zynga Founder

The DCo Podcast

Crypto
Key Takeaways:
  1. Distribution is the prize, not payments. The real money in gaming isn't in payment rails, which are being competed down to zero. The scarcest and most valuable asset is user attention, and Open Game Protocol is designed to monetize distribution.
  2. Decouple to survive. Tying a single game to a single token creates a fatal dependency. A flexible, many-to-many protocol allows ecosystems to thrive by spreading risk and aligning incentives across multiple games and communities.
  3. Content abundance requires new discovery. As AI makes game creation cheap and fast, the bottleneck shifts from production to discovery. Integrating games directly into high-intent surfaces like crypto wallets creates a powerful, non-advertising-based discovery channel.
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November 4, 2025

Bits + Bips LIVE

Unchained

Crypto
Key Takeaways:
  1. **Follow the Suits, Not the Shouts.** The market’s real signal is the massive disconnect between gloomy retail sentiment on social media and the unprecedented optimism from financial advisors and institutional platforms.
  2. **Distribution is the New Kingmaker.** From Ripple buying prime brokerages to Tether leveraging its global south dominance, the primary battle is for distribution channels. The technical "best" solution is irrelevant if it can't reach users.
  3. **Regulation Will Be a Slow Grind, Not a Big Bang.** Comprehensive crypto legislation is politically gridlocked. The industry’s integration into legacy finance will continue brick-by-brick through regulated products like ETFs, not sweeping bills from Congress.
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November 4, 2025

LIVE: BOCCACCIO EXPLAINING TO HIS WIFE THAT THEY LOST IT ALL | 0xResearch

0xResearch

Crypto
Key Takeaways:
  1. Tokenized Funds Are a Real-World Unlock. Unlike many crypto narratives, bringing funds on-chain solves a tangible, expensive problem in traditional finance, creating massive operational efficiencies and new financial primitives.
  2. The Bitcoin Holder Base Is Shifting. The ongoing "Bitcoin IPO" via ETFs means the asset is moving from the hands of early adopters to institutional portfolios. This structural shift will define its future trajectory.
  3. Cash Is Your Best Hedge. In a market with fewer winners, holding cash is a strategic imperative. It prevents forced liquidation and provides the dry powder needed to seize high-conviction opportunities as they arise.
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