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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 24, 2025

Why It Matters That Crypto Is Not Purely for Degens Anymore: DEX in the City

Unchained

Crypto
Key Takeaways:
  1. The Macro Shift: Crypto is adapting to the real world rather than forcing the world to adapt to it.
  2. The Tactical Edge: Build for institutional compatibility by integrating modular compliance tools before they become mandatory.
  3. The Bottom Line: The death of "crypto" as a niche category is the birth of crypto as a global standard.
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December 23, 2025

Is Now a Good Time to Buy BTC? Or Should You Wait for THIS Setup? - Bits + Bips

Unchained

Crypto
Key Takeaways:
  1. The Macro Shift: Deregulation is the new meta-theme. As the "Empire Strikes Back," traditional giants like Visa and Stripe will integrate crypto rails and turn the tech into invisible "TCP/IP" for finance.
  2. The Tactical Edge: Monitor M&A activity during holiday periods. Look for "quality supply" consolidation where winners absorb the IP of failing projects.
  3. The Bottom Line: 2026 is the target for a high-quality rally. The current shakeout is a feature designed to filter out the "nonsense supply" before the $40 trillion RIA channel arrives.
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December 24, 2025

How Crypto Users Get Rekt and How You Can Stay Safe

Unchained

Crypto
Key Takeaways:
  1. The Human Layer Exploit. As code becomes more robust, the attack surface moves to the people managing it. Security is now an HR and psychology problem as much as a technical one.
  2. Deploy YubiKeys. Replace SMS and app-based 2FA with hardware keys to stop phishing. If a site cannot talk to your physical key, the attacker cannot steal your session.
  3. Security is a process of adding layers, not a one-time audit. If you do not have a "blast radius" strategy to isolate your funds, you are one bad click away from a total loss.
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December 24, 2025

Regulation Shifts as Security Becomes the Real Risk

Unchained

Crypto
Key Takeaways:
  1. The Macro Evolution: The Institutional Osmosis. Crypto is no longer a parallel universe but a high-speed rail for traditional assets.
  2. The Tactical Edge: Audit Your Humans. Implement "Camera-On" policies and cross-verify identities via physical meetups to neutralize remote infiltration.
  3. The Bottom Line: Survival in the next 12 months depends on moving from "Degen" security to "Enterprise" resilience as the lines between Coinbase and BlackRock vanish.
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December 23, 2025

The End of Forever Games Is Closer Than You Think

The DCo Podcast

Crypto
Key Takeaways:
  1. The Macro Shift: Content Abundance vs. Attention Scarcity. As AI makes the "what" of gaming cheap, the "where" (distribution) and "who" (high-LTV users) become the only defensible assets.
  2. The Tactical Edge: Skin the Game. Use AI to rapidly iterate on visual assets for existing mechanics to capture trending subcultures within crypto communities.
  3. The Bottom Line: The future of gaming isn't about building a 10-year world; it's about building high-fidelity, ephemeral experiences that drive value to on-chain ecosystems.
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December 23, 2025

Ben Cowen on Where Crypto is Going in 2026

Bankless

Crypto
Key Takeaways:
  1. The Macro Shift: Macro gravity is currently winning as high interest rates suppress risk-on assets while AI captures the remaining speculative energy.
  2. The Tactical Edge: Accumulate Ethereum only when it enters the regression band and Bitcoin when it touches the 200-week moving average.
  3. The Bottom Line: The next major opportunity likely arrives in the summer of 2026 when monetary policy finally turns accommodative and the labor market stabilizes.
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