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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

May 16, 2025

The Next Phase of the Bull Market | Weekly Roundup

Empire

Crypto
Key Takeaways:
  1. **Memecoin Rebound Signals Risk-On:** The sharp recovery in memecoins highlights the market's speculative appetite; treat them as high-octane, ecosystem-specific bets.
  2. **Strategic M&A is Reshaping Access:** Companies are buying their way into regulated markets and building out institutional-grade services, with "Crypto as a Service" set to grow.
  3. **Institutional Rails Getting Stronger:** Coinbase’s S&P 500 debut and EToro’s IPO are landmark events, cementing crypto's place in mainstream finance and improving market transparency.
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May 16, 2025

Markets Are EXPLODING - Here’s Why! ETH Surge, U.S. China Deal & What’s Next

Bankless

Crypto
Key Takeaways:
  1. ETH is Back (For Now): ETH's dramatic surge signals renewed conviction, but its long-term trajectory against Bitcoin remains a key market question.
  2. Macro Drives All: The U.S.-China tariff pause and potential capital control strategies will significantly impact risk assets; Bitcoin and gold are positioned as key beneficiaries of dollar devaluation.
  3. Regulation is Turning Pro-Crypto: The SEC's pivot towards clear frameworks could finally unlock institutional adoption and the tokenization of real-world assets.
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May 15, 2025

Hivemind: ETH Pump, Solana’s Edge & the New Meme Meta

Empire

Crypto
Key Takeaways:
  1. ETH Rally = Fragile Foundation: ETH's recent pump is more a short-squeeze than broad institutional buy-in; treat with skepticism.
  2. Solana's Strategic Advantages: Solana benefits from innovation, discounted token acquisitions by strategic entities, and key infrastructure developments like asset-level KYC.
  3. Meme Meta Redux: The "Internet Capital Markets" on Solana offer high-risk, high-reward plays mirroring past speculative cycles; speed and early positioning are crucial.
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May 14, 2025

ETH Bounces Back, What Next?

1000x Podcast

Crypto
Key Takeaways:
  1. ETH's Rally: A Squeeze, Not Salvation. The price pop was a function of market mechanics (short liquidations), not a fundamental shift.
  2. Short ETH/BTC (Again) After the Fever Breaks. Wait for clear signs of weakness (2-3 red days) post-rally before considering shorts; the core bearish arguments hold.
  3. ETH's Tech & UX Are Dated. Crippling fees and a clunky experience mean ETH is losing ground, and L2 growth doesn't inherently justify ETH's current price.
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May 14, 2025

The Mistakes Crypto Is Repeating from the Tech Boom

blocmates.

Crypto
Key Takeaways:
  1. **Brace for Impact (and M&A):** Expect valuation haircuts and a rise in crypto M&A as funding tightens and runways shorten.
  2. **Prioritize Survival:** Projects that, like Vertex, obsess over downside protection are better positioned than those fueled by pure optimism.
  3. **Infrastructure Smarts:** Innovative platforms like Sonic, simplifying app-chain deployment and revenue sharing, represent a key evolution in building sustainable on-chain applications.
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May 14, 2025

Bits + Bips: Expectations for the U.S.-China Tariff Pause

Unchained

Crypto
Key Takeaways:
  1. **Tariff Truce ≠ Lasting Peace:** The 90-day U.S.-China tariff pause offers temporary market relief, but deep-seated economic tensions and China's strategic pivot to "Made by China" suggest a protracted decoupling.
  2. **Bitcoin Shines Amidst Chaos:** Bitcoin has demonstrated resilience, outperforming traditional assets during recent market turbulence and policy uncertainty, strengthening its case as a macro hedge.
  3. **Crypto Legislation Stalls, Stakes Rise:** Delayed U.S. crypto laws create uncertainty; while Bitcoin may benefit from ambiguity, broader adoption and Ethereum's institutional ambitions hinge on clearer regulatory frameworks.
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