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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

April 24, 2025

Is there a way to value L1 tokens?

The Gwart Show

Crypto
Key Takeaways:
  1. **No Magic Number:** Accept that L1 valuation isn't solved; it's a dynamic mix of utility demand, network cash flows (via fees/staking), and speculative monetary use.
  2. **Three-Lens Analysis:** Evaluate L1s by considering their token's role as a consumable commodity, its claim on network revenue (equity-like), and its potential as ecosystem money.
  3. **Monitor Monetary Evolution:** Keep an eye on the nascent monetary use cases (NFTs, memecoins); while small now, their cyclical growth suggests potential future value drivers.
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April 23, 2025

The System Is Too Levered To Take Real Pain | Arthur Hayes

Forward Guidance

Crypto
Key Takeaways:
  1. The Treasury is the New Fed: Forget obsessing over Powell; watch Treasury Secretary Bessent's moves (buybacks, SLR) for the real liquidity signals.
  2. Bitcoin Wins the Liquidity Game: Persistent global money printing, driven by systemic necessity, provides a structural tailwind for Bitcoin, potentially decoupling it from traditional risk assets like US tech.
  3. Gold Shines Amidst De-Dollarization: Central banks are diversifying reserves into gold, recognizing US Treasuries are no longer truly "risk-free" due to geopolitical weaponization, a trend reinforcing gold's value.
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April 23, 2025

"There is a Meaningful Vibe Change" - Ethereum's Pivot Has Begun & Community Reactions

Bankless

Crypto
Key Takeaways:
  1. Ethereum leadership and community acknowledge the need to strengthen the L1, viewing it as essential for long-term value accrual and ecosystem health.
  2. Focus is moving from finding the perfect "ETH asset" narrative to demonstrating value through "Ethereum the product" – a robust, scalable L1 attracting users and developers.
  3. As the L1 potentially becomes more competitive, L2s will need stronger, unique value propositions beyond simply being cheaper/faster alternatives.
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April 23, 2025

How To Avoid Regulatory Capture In Crypto | Miller Whitehouse-Levine

Lightspeed

Crypto
Key Takeaways:
  1. Capture Kills Innovation: Regulations creating excessive costs or complexity, even if providing "certainty," are failures if they price out new entrants and smaller players.
  2. Demand Tech-Neutrality: The only sustainable path for crypto regulation involves creating technology-agnostic rules that ensure a fair, level playing field for all participants.
  3. Focus on Macro Impact: Evaluate regulations not just on specifics but on their overall effect on market entry, competition, and innovation – avoid accidentally building impenetrable fortresses for incumbents.
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April 23, 2025

Are there too many tokens?

The Gwart Show

Crypto
Key Takeaways:
  1. Token quantity isn't the crisis: The market has always had more tokens than it can handle; this hasn't fundamentally changed.
  2. Macro calls the shots: Current market weakness and flight-to-quality (Bitcoin > Alts) are overwhelmingly driven by global economic downturn fears.
  3. Don't misinterpret signals: Resist attributing broad market moves solely to internal crypto factors like token supply when obvious external pressures exist.
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April 23, 2025

Why a Trump vs. Fed Showdown Would Crush the U.S. Dollar - Bits + Bips

Unchained

Crypto
Key Takeaways:
  1. **Dollar Under Fire:** Expect continued US Dollar weakness (DXY potentially heading to 70) as policy uncertainty pushes investors towards alternatives.
  2. **Rotate, Rotate, Rotate:** US large-cap equities face headwinds; scarce assets like Gold, Copper, and notably Bitcoin are the favoured plays in this stagflationary environment.
  3. **Bitcoin: Digital Gold Rising:** Bitcoin's narrative as a non-sovereign store of value and hedge against institutional instability is gaining significant traction, potentially attracting sovereign buyers soon.
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