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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 2, 2026

How to Fix Tokenized Securities with Olivia Olivia Vande Woude from Ava Labs

The Rollup

Crypto
Key Takeaways:
  1. Trust is moving from opaque balance sheets to verifiable, cryptographically enforced infrastructure. This means financial protocols, not just institutions, will increasingly dictate settlement, custody, and compliance.
  2. Prioritize tokenized assets and investment vehicles that offer direct legal claims and verifiable on-chain mechanics. For builders, focus on creating infrastructure that eliminates intermediaries and provides transparent, programmable utility, like vaults.
  3. The future of finance is about verifiable infrastructure and programmable ownership. Understanding the nuances of tokenized security structures and the rise of on-chain vaults will be critical for investors and builders navigating the convergence of traditional finance and DeFi over the next 6-12 months.
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February 2, 2026

The 1010 Exploit and other broken market structures

The Gwart Show

Crypto
Key Takeaways:
  1. The market is demanding verifiable, transparent, and capital-efficient trading venues that eliminate the hidden risks of centralized intermediaries. This pushes innovation towards fully onchain, unified risk engines.
  2. Explore platforms that integrate multiple DeFi primitives (spot, perp, lending) under a single, onchain risk engine. These venues offer superior capital efficiency and potentially higher risk-adjusted returns for sophisticated strategies like basis trades.
  3. The next wave of DeFi success will come from platforms that solve for capital productivity and verifiable safety, attracting institutional and sophisticated retail capital by offering returns previously unattainable in fragmented or opaque markets.
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February 1, 2026

Crypto is so Cooked.

Taiki Maeda

Crypto
Key Takeaways:
  1. The Macro Shift: Institutional capital flow dictates market cycles; the current downturn purges weak projects, paving the way for a value-driven recovery.
  2. The Tactical Edge: Identify projects with genuine value accrual, strong fundamentals, and potential for buybacks, preparing to dollar-cost average into these "Carvana" plays.
  3. The Bottom Line: The current "gross" feeling is a signal to strategically deploy capital into long-term, high-conviction assets, rather than short-term trading.
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February 1, 2026

Looking for Gains Right Now? Crypto Isn’t the Trade — This Is: Bits + Bips

Unchained

Crypto
Key Takeaways:
  1. Capital is migrating from speculative, long-tail crypto assets to tokenized real-world assets and sophisticated derivatives. This reflects a broader market demand for yield, hedging, and perceived stability.
  2. Explore tokenized commodities (gold, silver) and equity perpetuals for new leverage and yield opportunities. Exercise extreme caution with prediction markets and weekend tokenized equity trading due to information asymmetry and manipulation risks.
  3. The crypto market is maturing beyond pure digital assets, integrating with traditional finance through tokenization and derivatives. Position your portfolio to capture value from this convergence, prioritizing robust liquidity and verifiable information over pure speculation.
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January 31, 2026

New Fed Chair Nominee Kevin Warsh, Gold and silver plunge and the Rotation Trade is On.

The Rollup

Crypto
Key Takeaways:
  1. The Macro Reallocation: As global liquidity loosens and traditional assets falter, capital is migrating from "atoms" (metals) to "bits" (crypto), particularly into DeFi protocols offering superior yield and ownership.
  2. The Tactical Edge: Investigate DeFi neo-banks like Superform that aggregate yield, simplify UX, and offer tokenized ownership. These platforms are positioned to capture retail and institutional capital seeking higher returns and self-custody.
  3. The Bottom Line: A crypto-friendly Fed, capital rotation from traditional assets, and maturing user-owned DeFi platforms mean the next 6-12 months will see significant growth in onchain finance, making it a critical area for strategic investment and building.
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January 31, 2026

Why Altcoins Are Dead & What's Replacing Them with Bitget CEO, Gracy Chen

The Rollup

Crypto
Key Takeaways:
  1. Global liquidity, traditionally seeking refuge in gold and equities, is increasingly flowing into Bitcoin and tokenized real-world assets on compliant crypto platforms. This economic reality is forcing exchanges to prioritize regulated, high-value offerings over speculative altcoins.
  2. For builders, pivot from pure cryptonative narratives to projects with tangible products, clear revenue models, and infrastructure plays (RWA, AI, stablecoins). For investors, accumulate Bitcoin and explore tokenized traditional assets on compliant universal exchanges, recognizing the market's flight to quality.
  3. The crypto market is maturing, demanding real value and regulatory adherence. Over the next 6-12 months, success will hinge on participating in platforms and projects that bridge traditional finance with blockchain, leaving pure altcoin speculation behind.
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