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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

May 27, 2025

The Altseason Rotation Has Begun! Here's The Data Behind the Next Rotation

Bankless

Crypto
Key Takeaways:
  1. Rotation Imminent: Data suggests Bitcoin's strength is setting the stage for capital to flow into altcoins, particularly Ether, which is seen as "hated" and due for a rebound against Bitcoin.
  2. Macro is Bullish (For Now): Continued fiscal spending and an anticipated stablecoin bill are significant tailwinds, though summer may bring some turbulence.
  3. Strategic Allocation is Key: Focus on assets with strong fundamentals or high attention. Consider beta plays like "blue-chip" meme coins (Pepe for ETH, Bonk for SOL) for higher-risk, higher-reward exposure, but plan exits for speculative positions.
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May 27, 2025

Travis Millott: Tao Templar, Bittensor Subnets, Dynamic Tao, Mining, Crypto Education | Ep. 44

Ventura Labs

Crypto
Key Takeaways:
  1. Dynamic Tao is High-Risk: Approach investments with extreme caution; the market is volatile, and significant capital loss is a tangible risk.
  2. Embrace Unpredictable Innovation: Bittensor's core value lies in its capacity to generate unforeseen, groundbreaking solutions from a global, permissionless, and competitive talent pool.
  3. Substrate Chain Decentralization is Critical: The successful decentralization of Bittensor's foundational layer is a paramount upcoming milestone for its long-term viability, security, and censorship resistance.
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May 26, 2025

The Bitcoin Treasury Playbook With Tyler Evans & Josh Solesbury

Empire

Crypto
Key Takeaways:
  1. Global Takeover: Bitcoin treasury strategies are rapidly globalizing, creating new Bitcoin-proxy investment vehicles in numerous capital markets.
  2. Investor Vigilance: While "Bitcoin plus" returns are alluring, investors must critically assess MNAV multiples and beware of highly leveraged companies lacking strong, transparent leadership.
  3. Reverse Tokenization is Real: Crypto assets are increasingly entering traditional finance via these public companies, fundamentally changing institutional access and perception.
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May 26, 2025

Why Analysts Are Valuing ETH All Wrong

Bankless

Crypto
Key Takeaways:
  1. **L1s are Money, Not Stocks:** Stop trying to fit square pegs (L1s) into round holes (DCF models for companies). Their value accrues like money, through network effects and demand for their monetary properties.
  2. **RSOV is Your New Lens:** Use RSOV to gauge the "stickiness" of capital in an L1 ecosystem. A growing RSOV suggests a strengthening monetary base and potentially a rising valuation floor.
  3. **ETH's RSOV Story:** ETH, when viewed through the RSOV lens, appears undervalued relative to assets like Bitcoin, especially considering catalysts like EIP-4844 ("proto-danksharding") and the growth of its L2 ecosystem, which drives ETH's use as a store of value.
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May 23, 2025

Entering Ethereum’s New Era | Tomasz Stańczak

Bell Curve

Crypto
Key Takeaways:
  1. Aggressive Scaling is Non-Negotiable: The EF is committed to exponential L1 scaling to support a vastly larger on-chain economy.
  2. TradFi Integration is Here: Ethereum is the prime venue for tokenizing real-world assets, bridging traditional finance with decentralized systems.
  3. A Renewed "Winning" Culture: The EF is adopting a more proactive, delivery-focused approach to ensure Ethereum's continued leadership and impact.
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May 23, 2025

Entering Ethereum’s New Era | Tomasz Stańczak

Empire

Crypto
Key Takeaways:
  1. Aggressive Execution: The Ethereum Foundation is adopting a "winning" mindset, prioritizing product delivery, engineering excellence, and rapid scaling (e.g., 3x annual gas limit increases).
  2. Deepening Capital Markets: Ethereum is solidifying its position as the primary settlement layer for RWAs and the burgeoning on-chain finance sector, attracting significant institutional interest.
  3. Innovation Frontier: Expect new waves of innovation in NFTs (tied to RWAs and AI) and enhanced L2 interoperability, driven by advancements like real-time ZK proofs.
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