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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 17, 2026

FTX Changed Finance — Now Institutions Want What Crypto Built

The DCo Podcast

Crypto
Key Takeaways:
  1. Investigate platforms offering regulated perpetual futures on traditional assets. These venues are positioned to capture significant institutional flow by combining crypto's product innovation with TradFi's risk management.
  2. The global financial system is bifurcating, with a clear trend towards regulated, institutional-grade venues for all tradable assets, including novel ones like compute power.
  3. The future of finance involves crypto-native products like perpetuals, but their mass adoption by institutions hinges on robust regulation and superior risk management.
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February 17, 2026

AI Capex Meets SaaS Apocalypse, 18-Month Bear Market & Bitcoin vs Quantum

1000x Podcast

Crypto
Key Takeaways:
  1. The Macro Shift: AI's productivity gains are consolidating power and profits within vertically integrated tech giants, fundamentally altering the competitive landscape for software and infrastructure providers.
  2. The Tactical Edge: Re-evaluate SaaS investments, favoring mega-cap tech companies poised to absorb former SaaS revenues through internal AI-driven development. For crypto, identify and accumulate projects with genuine revenue generation during the bear market.
  3. The Bottom Line: Position your portfolio for a world where AI drives corporate insourcing, crypto valuations reset to fundamentals, and core digital assets like Bitcoin undergo necessary technical upgrades to survive future threats.
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February 17, 2026

VVV, CFTC and Morpho | Livestream

0xResearch

Crypto
Key Takeaways:
  1. Traditional finance is integrating with crypto, but often on its own terms, demanding more transparency from protocols while VCs continue to deploy significant capital into specific, high-potential crypto and AI intersections.
  2. Scrutinize institutional "partnerships" for concrete terms and evaluate protocols based on their true moat against easy forks or platform risk.
  3. The market is bifurcating: clear regulatory wins for specific crypto applications (like prediction markets) and innovative AI/crypto plays are attracting capital, while opaque TradFi deals and general L1 infrastructure face increased scrutiny. Position for clarity and genuine value accrual.
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February 17, 2026

RWA Looping, Crypto Market Structure Bill, & Vaults - Sean Kelley

The Rollup

Crypto
Key Takeaways:
  1. The digitization of finance is accelerating, with institutional capital now actively seeking onchain yield and efficiency. This is creating a competitive pressure cooker for traditional banks, while opening vast opportunities for nimble DeFi protocols.
  2. Focus on protocols building robust RWA infrastructure and those providing deep liquidity for tokenized treasuries. These are the picks and shovels for the coming institutional capital wave.
  3. The fight for stablecoin yield and institutional adoption will define the next 6-12 months. Position yourself to capitalize on the inevitable flow of capital from TradFi to transparent, yield-bearing onchain assets, even if it's just a fraction of the total.
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February 17, 2026

Neo Finance 'N7' Outperforming, Apollo x Morpho, Frax Joins The Show, Bullet Mainnet & Gmoney Calls

The Rollup

Crypto
Key Takeaways:
  1. Explore DeFi protocols in the N7 index (Morpho, Frax, Aave, etc.) for early exposure to institutional capital flows and RWA looping opportunities.
  2. Experiment with AI agents to automate content creation, research, and even software development, drastically cutting operational costs.
  3. The financial system is bifurcating into a "Neo Finance" layer where tokenized real-world assets are integrated with DeFi primitives, and an "AI-augmented" layer where autonomous agents supercharge individual and small team productivity.
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February 16, 2026

Doug Sillard: Taostats, Bittensor Dynamic TAO, Chain Buys, MEV Bots & TaoFlow Explained | Ep. 82

Ventura Labs

Crypto
Key Takeaways:
  1. Bittensor is transitioning from a purely experimental decentralized AI network to a performance-driven marketplace, demanding real-world utility and robust economic models from its subnets.
  2. Builders launching subnets must secure initial TAO liquidity and a clear, executable product roadmap from day one to navigate the competitive landscape and achieve emission.
  3. The network's continuous adaptation, from chain buys to MEV mitigation, signals a commitment to long-term stability and value.
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