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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

December 20, 2025

Coinbase Goes All In, JPMorgan Brings Funds Onchain: Weekly Recap

Unchained

Crypto
Key Takeaways:
  1. Tokenization is the Trojan Horse: TradFi isn't just observing; it's actively building on public blockchains. Tokenized real-world assets (RWAs) are the primary vector for institutional adoption.
  2. Governance Matters: For builders, robust and transparent DAO governance is paramount. For investors, scrutinize projects for clear value accrual to token holders and potential conflicts between core teams and DAOs.
  3. Regulatory Nuance: The Fed's policy shift suggests a move towards more nuanced regulation, potentially opening doors for regulated entities to engage with digital assets.
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December 20, 2025

Most Tokenization Projects Fail. Here’s Why One Succeeded: Bits + Bips

Unchained

Crypto
Key Takeaways:
  1. Strategic Patience Pays: Successful RWA tokenization requires a multi-year commitment to building infrastructure and liquidity, even if it means foregoing immediate profits.
  2. Builders & Investors: Focus on Wallets & DApps: The future is self-custody wallets interacting with specialized, best-in-class DApps, not centralized "super apps." Build intuitive wallet experiences and highly efficient DApps.
  3. The "So What?": Expect a significant migration of traditional financial assets and liabilities onto DeFi protocols over the next 6-12 months, driven by institutional adoption and regulatory clarity, leading to lower costs for consumers and new opportunities for capital.
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December 19, 2025

Why Today’s Economy Serves Assets, Not Workers | Harris Kupperman

Forward Guidance

Crypto
Key Takeaways:
  1. Political Catalyst: A major political shift, likely driven by public anger over economic disparity, is the only force capable of breaking the current feudalistic cycle. This will be obvious when it happens, likely causing a sharp market correction.
  2. Strategic Asset Allocation: Investors should prioritize stores of value (like gold) and seek out hard assets in overlooked emerging/frontier markets. Avoid the AI hardware bubble and identify companies that will leverage AI to cut white-collar costs, rather than those building the infrastructure.
  3. The "So What?": The current economic structure is unsustainable. The growing divide and misallocation of capital will eventually force a re-evaluation of economic priorities. Positioning for this shift means embracing volatility and a long-term, contrarian view, looking beyond the overvalued "approved products" of the current system.
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December 19, 2025

Crypto Prices Are Down...Builders Aren’t!

Bankless

Crypto
Key Takeaways:
  1. Convergence is Here: The lines between traditional finance and crypto are blurring. Expect more "everything apps" and institutional adoption of public blockchains for RWAs.
  2. Token Alignment Matters: Builders must prioritize robust legal and governance structures that enshrine token holder rights. This will be a key differentiator for attracting capital in the next cycle.
  3. Ethereum's Enduring Role: Despite new contenders, Ethereum continues to solidify its position as a foundational layer for institutional tokenization and decentralized finance.
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December 19, 2025

Are There Reasons To Be Optimistic? w/ Dim Selk

Steady Lads Podcast

Crypto
Key Takeaways:
  1. Market Structure Overhaul: The current token distribution model is broken. Expect continued pressure on altcoins until tokenomics evolve to prioritize product-market fit over continuous investor unlocks.
  2. Strategic Accumulation: This period of apathy is ideal for researching and accumulating Bitcoin and high-conviction RWAs. Cash is a strategic asset for deploying when opportunities arise.
  3. TradFi on Chain: The next growth vector for crypto involves capturing traditional finance flows through tokenized equities, commodities, and FX. Builders should focus on robust, order-book based solutions with improved user experience.
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December 19, 2025

Institutional Golden Bull Continues, System Update & Base App Recap, Stables in 2025 w/ Stablewatch

The Rollup

Crypto
Key Takeaways:
  1. Institutional Integration: Crypto is embedding itself into traditional finance, not replacing it. Expect more "everything apps" and verticalized services from major players.
  2. Yield Evolution: As interest rates decline, the demand for diversified, transparent yield-bearing stablecoins will intensify. Protocols with robust risk management and RWA exposure will lead.
  3. Creator Economy's Next Frontier: On-chain tools will redefine creator monetization, shifting from vanity metrics to direct value capture and deeper fan relationships.
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