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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

December 26, 2025

2025 Crypto Year in Review, Part 1: Shit Talking Edition

Unchained

Crypto
Key Takeaways:
  1. The industry is moving from speculative points to protocol revenue.
  2. Monitor L2 sequencer revenue models.
  3. 2025 is the year crypto stopped pretending and started building businesses.
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December 26, 2025

Our 2026 Crypto Predictions

Empire

Crypto
Key Takeaways:
  1. The AI capex cycle is the new North Star for crypto liquidity. If next-gen chips underdeliver, the risk-off contagion will hit crypto first.
  2. Accumulate blue-chip DeFi protocols like Aave or Morpho. These middlemen are better positioned to capture fintech integration than speculative L1s.
  3. 2026 is the year crypto stops selling potential and starts selling efficiency. Survival depends on being close to the customer.
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December 26, 2025

How To Fix Crypto's Token Dilemma

Lightspeed

Crypto
Key Takeaways:
  1. The Macro Trend: The transition from passive liquidity to proactive, infrastructure-integrated market making.
  2. The Tactical Edge: Prioritize protocols that control the issuance layer rather than those just providing a venue for existing assets.
  3. The Bottom Line: Liquidity is a commodity, but distribution and issuance are the only durable moats in a high-speed SVM environment.
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December 26, 2025

Where Solana is Better Than Bitcoin & Ethereum

The DCo Podcast

Crypto
Key Takeaways:
  1. The transition from "Store of Value" to "Medium of Utility." As networks mature, the market will value throughput and censorship resistance over simple supply caps.
  2. Allocate capital toward ecosystems with the highest developer activity and transaction density. Focus on chains building hardware-level censorship resistance rather than those just tweaking economic parameters.
  3. The next three years will prove that the most useful tool wins the money war. If Solana achieves its roadmap, its asset becomes the default unit of account for the digital economy.
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December 24, 2025

12 Big Crypto Predictions for 2026

Bankless

Crypto
Key Takeaways:
  1. The movement from "Crypto as an Asset" to "Crypto as Infrastructure" where public ledgers settle everything from payroll to global equities.
  2. Prioritize protocols with explicit fee-sharing or buy-and-burn mechanisms that capture on-chain revenue as value moves to the application layer.
  3. 2026 is the year the "DeFi Mullet" (Fintech in the front, DeFi in the back) becomes the standard operating procedure for the global economy.
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December 24, 2025

Why This Isn’t A Bubble & Early 2026 Looks Like Goldilocks | Warren Pies

Forward Guidance

Crypto
Key Takeaways:
  1. The migration from cyclical to software-driven earnings creates a higher floor for valuations that traditional bears ignore.
  2. Accumulate industrial and precious metals before the market prices in the late 2026 overheating phase.
  3. The path to S&P 8,000 is paved with high margins and a Fed that cannot afford to stop easing.
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