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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 3, 2025

What's an L1 Token?

Empire

Crypto
Key Takeaways:
  1. L1 Tokens are Commodity-Money: They function as the native economic unit of their blockchain, used for services and increasingly held as a store of value, not as shares in a company.
  2. Networks, Not Corporations: L1s are decentralized ecosystems of validators, users, and infrastructure providers, lacking a single point of control or liability.
  3. Store of Value is Key: The primary long-term value accrual for L1 Tokens likely stems from demand for staking and DeFi utility outpacing the token's supply growth, making them a vehicle to "transport wealth through time."
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June 3, 2025

Alpenglow: Solana's Largest Protocol Upgrade Ever | Brennan Watt, Anza

Lightspeed

Crypto
Key Takeaways:
  1. 100x Faster Finality: Alpenglow targets ~100ms finality, making the Solana user experience near-instantaneous and bolstering its DeFi and payments utility.
  2. Economic Revamp: Off-chain voting drastically cuts validator costs, with future plans for explicit incentives to further align network participants.
  3. Aggressive Innovation: Anza's roadmap, including Alpenglow by late 2024/early 2025, doubled block limits, and future slot time reductions, signals relentless pursuit of peak performance.
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June 3, 2025

Bits + Bips LIVE - June 2nd, 2025

Unchained

Crypto
Key Takeaways:
  1. Institutional Crypto Adoption is Real & Accelerating: Forget retail; corporations globally are now the big crypto buyers, reshaping market dynamics and creating both opportunities and SPAC-like bubble risks.
  2. Bitcoin ETFs Signal Deepening Institutional Commitment: Massive, consistent inflows into Bitcoin ETFs, led by giants like BlackRock, confirm that sophisticated capital is making significant, long-term allocations to digital assets.
  3. AI is a Deflationary Force Rewriting Job Specs: AI's economic impact is undeniable, driving productivity and disinflation but also forcing a rapid evolution in the workforce, where adaptability and human-AI collaboration are key to future value.
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June 2, 2025

Onboarding the Next Billion Users with Galxe | Yumin Xia

Proof of Coverage Media

Crypto
Key Takeaways:
  1. Lowering Entry Barriers: Galxe's "learn, explore, earn" model makes crypto accessible by allowing users to earn their first tokens, fostering organic community growth for projects.
  2. Privacy-Preserving Verification: The adoption of Zero-Knowledge Proofs for quests and identity is key to building user trust and enabling verifiable on-chain activity without compromising personal data.
  3. Integrated Infrastructure: By developing its own L1, Gravity Chain, Galxe aims to provide a seamless, high-performance experience, tackling cross-chain friction and offering a robust platform for dApps and users.
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June 2, 2025

What's Next For BTC, Crypto's Biggest Innovation & Picking Winners In 2025

1000x Podcast

Crypto
Key Takeaways:
  1. Leverage Kills: Excessive open interest relative to price movement is a clearer warning sign than funding rates alone; avoid getting over-levered at market highs.
  2. Perps are the Future: Perpetual swaps are a superior financial product for speculation and could see explosive growth, with crypto platforms leading the charge if US regulation permits.
  3. Buy the Geopolitical Dip (Wisely): Bitcoin often dips on geopolitical scares but rallies on subsequent government stimulus, presenting strategic entry points.
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June 2, 2025

Debate: How to Value an L1 Token

Empire

Crypto
Key Takeaways:
  1. L1 Valuation is Evolving: Investors are moving beyond simple metrics, seeking frameworks that capture both transactional utility (REV) and monetary premium (RSOV).
  2. The "Money" Angle is Key: Understanding L1 tokens as emerging forms of non-sovereign money, with value driven by capital flows and store-of-value properties, is critical for long-term investment theses.
  3. Focus on Real Yield Drivers: For investors, analyzing how L1s plan to capture value from contentious state (e.g., sequencing fees) is crucial, as this will be a durable source of real yield and token demand.
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