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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

April 19, 2025

Why banks will be disrupted by stablecoins with Rob Hadick #crypto #markets #stablecoins #podcast

Bankless

Crypto
Key Takeaways:
  1. Stablecoins exploit bank inefficiency: They offer a direct route to bypass ~10% cross-border banking fees, meeting real demand.
  2. Dollar desire drives adoption: In high-inflation countries, stablecoins provide crucial access to the US dollar and dollar-priced goods.
  3. Currency consolidation favors majors: Geopolitical shifts may shrink the currency landscape, potentially strengthening the role of major currencies and their stablecoin counterparts (USD, EUR, RMB).
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April 18, 2025

Trade War & The Markets | EP 74

Good Game Podcast

Crypto
Key Takeaways:
  1. Brace for Trade War Impact: The economic fallout from tariffs and uncertainty is likely underestimated and poses significant downside risk to US equities and global growth.
  2. Demand Crypto Transparency: The lack of clear disclosure rules around token holdings and sales remains a critical vulnerability; solutions are needed, potentially driven by major exchanges or self-regulatory efforts.
  3. AI Value Shifts to Apps: Foundational models risk commoditization; long-term defensibility for AI startups hinges on building strong distribution and network effects on the application layer, potentially by remaining model-agnostic.
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April 18, 2025

Beyond the Hype: Crypto’s Next Phase | Roundup

Bell Curve

Crypto
Key Takeaways:
  1. **Market Bifurcation:** Expect continued divergence – select assets might surge on squeezed supply, but most face headwinds without new buyers. Stay nimble.
  2. **Efficiency is King:** Capital is scarcer. Projects must prove lean operations and clear value accrual compared to TradFi alternatives to win funding.
  3. **Transparency Unlocks Capital:** Don't wait for regulation. Proactive, standardized disclosure of financials, token flows, and operations will attract sophisticated investors and build desperately needed trust.
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April 18, 2025

Beyond the Hype: Crypto’s Next Chapter | Weekly Roundup

Empire

Crypto
Key Takeaways:
  1. Efficiency is King: Protocols proving lean operations and clear value capture relative to TradTech will win scarce venture dollars.
  2. Disclose to Win: Transparency isn't optional; protocols providing clear, standardized data and disclosures will attract serious capital.
  3. Stablecoins Aren't Monolithic: Understand the nuances – payment vs. yield, US vs. global demand, issuer vs. infrastructure vs. enabled business – to capitalize on their growth.
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April 18, 2025

Is This The End of Steady Lads?

Steady Lads Podcast

Crypto
Key Takeaways:
  1. ETH Contrarian Play: Thicky eyes a deep ETH bottom ($200 target) as a long-term Proof-of-Stake bet, viewing PoW as flawed.
  2. Macro Escape: Gold's surge signals a potential flight from the USD; Bitcoin is seen as the practical digital gold alternative for individuals.
  3. Product Urgency: Crypto's long-term relevance hinges on delivering real-world products, not just speculative tokens or unsustainable pump-and-dumps like Mantra.
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April 17, 2025

Bryan Pellegrino on Building the Crypto Rails for AI Agents

The People's AI

Crypto
Key Takeaways:
  1. **Agent Volume Tsunami:** AI agents will perform vastly more blockchain operations (especially payments) than humans very soon, demanding scalable infrastructure.
  2. **Crypto is the Payment Layer:** Forget decentralized compute (for now); crypto's killer app for AI is providing seamless, low-cost global payment rails.
  3. **Build Generalizable Rails:** Success requires building adaptable, fundamental infrastructure (like Layer Zero aims to be) rather than solving fleeting, specific problems in this fast-changing landscape.
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