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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

June 22, 2025

Yano On What The New Token Transparency Framework Looks Like

Empire

Crypto
Key Takeaways:
  1. **Standardized Scrutiny Arrives:** The Token Transparency Framework introduces a systematic, 18-criteria evaluation, offering a clear benchmark for assessing token projects beyond hype.
  2. **Rewards & Repercussions:** By first celebrating transparent projects (like Jito and Jupiter) and then planning to rate less forthcoming ones, the framework aims to incentivize industry-wide improvements in disclosure.
  3. **Investor Toolkit Boost:** This framework provides investors with a concrete tool for due diligence, moving towards a more informed and transparent crypto investment landscape.
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June 21, 2025

0xResearch | June 20th, 2025

0xResearch

Crypto
Key Takeaways:
  1. CEXs Go Lean: Exchanges are increasingly opting for lighter on-chain footprints, prioritizing app development on existing chains over building new L1s/L2s, signaling a focus shift to direct user value.
  2. Transparency is Non-Negotiable: The 0xResearch Token Transparency Framework highlights a critical industry need for standardized disclosures, aiming to build trust and attract serious capital by demystifying token projects.
  3. Utility Drives Valuation: Projects like Kamino, despite strong fundamentals and growth, underscore that clear token utility and value accrual mechanisms are essential for market recognition and valuation.
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June 20, 2025

Macro Uncertainty, Circle’s Surge, and Prediction Market Utility | Roundup

Bell Curve

Crypto
Key Takeaways:
  1. Selective Bets Over Broad Sprees: Forget throwing darts; the crypto market now rewards surgical precision. Focus on projects with strong fundamentals and demonstrable traction, as "hyper dispersion" is the new norm.
  2. Public Equities as a Crypto Proxy: With limited direct, high-quality crypto IPOs, existing listed entities like Circle and Coinbase are soaking up institutional and retail interest, mimicking "alt season" dynamics in traditional markets.
  3. Pragmatism Pays: The industry is shedding ideological baggage. Successful projects will meet existing market needs, provide clear disclosures, and avoid outdated tokenomic "tricks." Prediction markets are an emerging utility to watch.
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June 20, 2025

Token Transparency and The Hot Ball of Money (Hyperliquid/Circle) | Weekly Roundup

Empire

Crypto
Key Takeaways:
  1. **Transparency is Now Table Stakes:** Projects neglecting robust disclosure standards, like those promoted by the new Token Transparency Framework, will face escalating investor scrutiny and skepticism.
  2. **Public Markets: Crypto's Current Darling (But For How Long?):** Expect continued capital inflow and outperformance from regulated, publicly traded crypto entities before a potential, broader token market resurgence.
  3. **Real Value is Built on Fundamentals & Community:** Platforms like Hyperliquid, showcasing operational efficiency, potent tokenomics, and community wealth creation, are forging lasting value that transcends fleeting market trends.
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June 20, 2025

How the GENIUS Act Brings Stablecoins Mainstream | JP Morgan JPMD

Bankless

Crypto
Key Takeaways:
  1. Stablecoin Surge: The GENIUS Act is set to unleash trillions in stablecoin value, positioning dollar-backed digital assets as a global financial linchpin and reinforcing US dollar networks.
  2. ETF Explosion Imminent: Prepare for a diversified crypto ETF market in 2025, as assets like Solana and Dogecoin likely gain approval, testing the true depth of institutional appetite.
  3. Super App Showdown: The battle for your financial future is on, with Coinbase and Robinhood racing to build all-in-one platforms blending traditional finance with on-chain crypto services.
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June 20, 2025

The Rise Of Crypto's App Ecosystem Mike Dudas

Lightspeed

Crypto
Key Takeaways:
  1. **Revenue is King**: The "revenue meta" isn't a meme; it's the future. Invest in applications and protocols generating real cash flow.
  2. **Solana's DeFi Gap is an Opportunity**: Solana needs robust, user-friendly DeFi, especially perps. Building best-in-class products here is a massive opportunity, even if not unseating current L2 leaders.
  3. **IPOs & M&A Signal Maturation**: The success of Circle’s IPO and increasing M&A activity point to a maturing industry where equity value is re-emerging, offering alternative liquidity paths beyond token launches.
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