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AI Podcasts

December 29, 2025

Beyond the Code: The Books That Shaped the Minds of AI Leaders

Turing Post

AI
Key Takeaways:
  1. The transition from technology push to market pull requires builders to stop focusing on the stack and start obsessing over user psychology.
  2. Apply the Mom Test by asking users about their current workflows instead of pitching your solution. This prevents building expensive features that nobody uses.
  3. The next decade of AI will be won by those who understand the human condition as deeply as they understand the transformer architecture.
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December 29, 2025

Memory in LLMs: Weights and Activations - Jack Morris, Cornell

AI Engineer

AI
Key Takeaways:
  1. The Macro Trend: Moving from "In-Context Learning" to "Weight-Based Memory" to bypass the quadratic costs of attention.
  2. The Tactical Edge: Use synthetic data generation to augment your fine tuning sets and prevent the model from forgetting its base knowledge.
  3. RAG is a stopgap. The long term winners will be those who build "neural file systems" where the model inherently knows the data.
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December 29, 2025

Where does consumer AI stand at the end of 2025?

a16z

AI
Key Takeaways:
  1. The "Everything App" is a myth. We are moving from general chat boxes to agentic workspaces that operate across your entire software stack.
  2. Build opinionated. Use the current model quality to solve one specific, high-value workflow rather than competing for the general assistant crown.
  3. 2026 is the year of the builder. The infrastructure is ready, the compute tension is real for Labs, and the market is hungry for products with a soul.
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December 26, 2025

How Claude Code Works - Jared Zoneraich, PromptLayer

AI Engineer

AI
Key Takeaways:
  1. The Macro Movement: The transition from AI as a feature to AI as a headless operator using terminal-based agents.
  2. The Tactical Edge: Replace complex classification DAGs with simple tool-calling loops to reduce technical debt.
  3. The Bottom Line: The future of software development is not better IDEs but better headless agents that treat the entire OS as a tool.
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December 26, 2025

Shipping AI That Works: An Evaluation Framework for PMs – Aman Khan, Arize

AI Engineer

AI
Key Takeaways:
  1. The transition from deterministic software to probabilistic agents requires a move from "vibe coding" to data-driven development.
  2. Build a "golden" data set of 50 hard examples. Use these to test every prompt change before pushing to production.
  3. Reliability is the only moat left in a world of commoditized models. Evals are the bridge to that reliability.
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December 27, 2025

AGI: The Path Forward – Jason Warner & Eiso Kant, Poolside

AI Engineer

AI
Key Takeaways:
  1. Software development is moving from a manual craft to an automated output of vertically integrated intelligence stacks.
  2. Monitor the public API release early next year to replace generic LLMs with specialized coding intelligence.
  3. The winners of the next decade will build on platforms that treat compute as a raw commodity and intelligence as the final product.
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December 26, 2025

What I learned at the frontier of tech in 2025 (Kelly, Cowen, Wang, Prince)

Azeem Azhar

AI
Key Takeaways:
  1. The Macro Pivot: The transition from weightless software to energy-heavy hardware.
  2. The Tactical Edge: Stop building "wrappers" for model weaknesses.
  3. The Bottom Line: AI value is moving from the model to the grid and the individual reputation.
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December 26, 2025

How AI Will Reshape The Economy In 2026 (a16z Big Ideas)

a16z

AI
Key Takeaways:
  1. The Macro Shift: The Great Re-architecting. As legacy software moats evaporate and industrial supply chains reshore, value is migrating from passive data storage to active execution layers.
  2. The Tactical Edge: Target Archaic Verticals. Identify high-friction industries like mortgage servicing or IT support where the distance between intent and execution is currently measured in days.
  3. The Bottom Line: The next two years will reward those who build systems of action that replace human labor with autonomous agents and software-defined hardware.
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December 27, 2025

Why Scientists Can't Rebuild a Polaroid Camera [César Hidalgo]

Machine Learning Street Talk

AI
Key Takeaways:
  1. The Macro Trend: Economic complexity predicts growth better than current GDP. Capital will move toward "high-letter" economies like India and Indonesia.
  2. The Tactical Edge: Prioritize team retention over documentation. Since knowledge is embodied, losing a core team is equivalent to deleting the source code.
  3. The Bottom Line: Success in the next decade belongs to those who treat knowledge as a living network rather than a digital asset.
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Crypto Podcasts

June 2, 2025

Bitcoin Hits Escape Velocity! Mike Novogratz on the Bond Crisis, Genius Act & AI’s Crypto Future

Bankless

Crypto
Key Takeaways:
  1. Bitcoin's Bull Run is Just Starting: Driven by broad adoption and macro uncertainty, Bitcoin has hit "escape velocity" with significant upside potential.
  2. Regulatory Winds Have Shifted: The impending Genius Act and a more crypto-friendly SEC are set to unleash a wave of innovation and institutional participation.
  3. Tokenization & AI are Converging: The tokenization of real-world assets, especially equities, and the build-out of AI infrastructure (often by crypto-related entities) are major growth vectors.
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June 2, 2025

Finding Product Market Fit In Crypto

Lightspeed

Crypto
Key Takeaways:
  1. **Infrastructure is the New Frontier:** Prioritize crypto ventures using blockchain as a foundational layer to innovate and compete with Web2, moving beyond purely crypto-centric applications.
  2. **Solve Real Problems, Not Chase Hypotheses:** True PMF stems from addressing tangible user pain points; market creation is often a byproduct of successful problem-solving, not an initial goal.
  3. **Large Markets Fuel Pivots:** While a sharp focus is vital, building within a substantial market provides the necessary runway and adjacent opportunities critical for navigating the path to PMF.
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June 2, 2025

The Race to Replace Mainnet | Ian Unsworth, Kairos Research

0xResearch

Crypto
Key Takeaways:
  1. UX is King: Seamless, integrated user experiences (like Hyperliquid's or a desired "Robin Hood for crypto") will win, as fragmentation (EVM L2s) breeds user frustration and churn.
  2. Solana's Ascent: Alpenlow’s 150ms finality and zero voting costs significantly enhance Solana's competitive edge, driven by an "underdog" culture of relentless improvement.
  3. ETH's Identity Search: Ethereum needs decisive leadership and a unified technical/narrative strategy to counter fragmentation and challengers; price pressure often serves as its main catalyst for action.
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June 1, 2025

We Asked Flood About His Hyperliquid Bull Thesis

The Rollup

Crypto
Key Takeaways:
  1. **Hyperliquid (Hype) is King:** Flood states, "It's the only asset that matters in crypto other than Bitcoin... Nothing else makes money," citing its strong fundamentals and mispricing.
  2. **L1s are Uninvestable Commodities:** Focus on applications and frontends that directly serve users; L1s are a race to the bottom on fees and vulnerable to tech disruption.
  3. **Builder Codes Fuel an Ecosystem:** Hyperliquid's permissionless monetization will attract a wave of development, creating a moat through network effects and specialized user experiences.
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May 31, 2025

LIVE Hivemind: Crypto Treasury Companies, Sui Hack & Solana’s New Consensus

Empire

Crypto
Key Takeaways:
  1. Treasury Tactics: The "treasury company" model is the new "low float, high FDV" game, but relies on continued premium valuations and favorable debt markets; watch out for stress when debt matures.
  2. Sui's Pragmatism: Sui’s handling of the Cetus hack signals that newer chains may prioritize decisive action and recovery over decentralization purity in crises, a trend likely to continue.
  3. Solana's Evolution: Solana’s major consensus upgrade, developed by former critics, showcases a pragmatic, engineering-first approach focused on performance and validator accessibility, potentially strengthening its L1 position.
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May 31, 2025

Where Crypto Meets AI with Chris Dixon & David George

a16z

Crypto
Key Takeaways:
  1. Crypto Delivers Utility: Stablecoins move trillions monthly, proving crypto's real-world value beyond speculation for fast, cheap global payments.
  2. AI Rewrites Web Economics: AI's direct-answer capability breaks the old ad-traffic model. Crypto offers tools to build the new economic "covenant" required.
  3. Bet on Category Kings: Tech markets are "winner-take-all." Focus on the dominant player in any credible category, especially those led by founders with unique, "earned secrets."
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