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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

February 15, 2026

No Altcoin Season? Tell That to the TradFi Players - Uneasy Money

Unchained

Crypto
Key Takeaways:
  1. The Macro Shift: AI's exponential growth creates unprecedented demand for high-throughput, low-cost blockchain infrastructure. TradFi's direct investment in specific altcoins signals crypto's maturation as a utility layer.
  2. The Tactical Edge: Invest in protocols and tokens offering genuine utility for AI agent payments and high-volume transaction processing, or attracting long-term institutional capital.
  3. The Bottom Line: Institutional crypto adoption and accelerating AI will reshape token value and blockchain necessity. Position your portfolio and building efforts towards infrastructure handling AI-scale demand and assets with clear utility.
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February 15, 2026

The Stablecoin Liquidity Trap

The Gwart Show

Crypto
Key Takeaways:
  1. The market is moving towards tokenized financial products that abstract complexity and offer diversified exposure, bypassing traditional financial friction for a broader, international user base.
  2. Builders should focus on creating transparent, single-token yield products with diversified, underwritten strategies that offer enterprise-grade access to global users, rather than relying on unsustainable incentive models or monolithic yield sources.
  3. Over the next 6-12 months, capital will consolidate around projects that prioritize transparency, diversification, and real-world utility, particularly those serving underserved global markets.
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February 15, 2026

The Stablecoin Liquidity Trap

The Gwart Show

Crypto
Key Takeaways:
  1. The global demand for accessible, risk-adjusted USD yield is colliding with crypto's need for sustainable economic models. This pushes the industry towards tokenized, diversified financial products that abstract complexity and offer enterprise-grade solutions to a worldwide audience.
  2. Prioritize protocols building liquid yield tokens with transparent, diversified backing strategies and a single-token model. For builders, focus on abstracting away chain and contract complexity to deliver smooth user experiences that rival TradFi.
  3. The next 6-12 months will see a flight to quality in crypto. Projects offering genuine utility, robust risk management, a clear path to sustainable yield will capture market share, especially those serving global users who lack traditional financial access.
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February 14, 2026

LIVE: Aave, Polymarket, LayerZero | 0xResearch

0xResearch

Crypto
Key Takeaways:
  1. The crypto industry is actively re-evaluating the balance between decentralized governance and centralized execution, recognizing that efficient value capture often requires streamlined decision-making and clear economic alignment between core contributors and token holders.
  2. Investors should scrutinize protocols for clear revenue-sharing models that benefit token holders and identify platforms that effectively monetize "uninformed" retail flow, as these often hide significant, sustainable profit margins for market makers and the platforms themselves.
  3. The next 6-12 months will test which protocols can successfully transition from pure technical innovation to sustainable economic models. Watch for Aave's fintech execution, Polymarket's continued retail monetization, and LayerZero's ability to establish its chain as a primary asset issuance layer.
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February 13, 2026

Stani Kulechov: The Aave Token-Centric Future Is Here (...And What's Coming Next)

The Rollup

Crypto
Key Takeaways:
  1. The Macro Shift: DeFi's maturation is driving a consolidation of value capture, moving from diffuse governance tokens to integrated, revenue-generating token models that mirror traditional finance.
  2. The Tactical Edge: Evaluate DeFi protocols based on their explicit revenue-sharing mechanisms and product-to-protocol alignment, prioritizing those with clear, token-centric economic models.
  3. The Bottom Line: Aave's strategic shift creates a powerful flywheel where product innovation directly boosts AAVE token value, positioning it as a leading, investable DeFi asset for the next market cycle.
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February 14, 2026

Tomasz Resigns, CFTC Says "Golden Era Of Markets", OP Founder, OpenTrade & Rune, Securitize & Stani

The Rollup

Crypto
Key Takeaways:
  1. "The tokenization of RWAs is expected to be the primary driver of onchain asset growth over the next 10 years."
  2. "The core underlying driver of I need stable coins and I now need yield on those stable coins is unstoppable in my opinion and is all weather doesn't matter the macro conditions."
  3. "What's happening is you just you you're you're messing up one of the components and you hear all of the components end to end need to line up right the stars need to align so to speak and then you start to really unlock an economic engine that is just at a completely different level."
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