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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 23, 2025

How Kamino Became Solana's Largest Lending Protocol | Marius Ciubotariu

Lightspeed

Crypto
Key Takeaways:
  1. The transition from utilization-based pools to intent-based matching engines is the next evolution of DeFi. This movement mirrors the move from AMMs to order books in spot trading.
  2. Monitor the rollout of Kamino’s fixed-rate products to lock in borrowing costs for geared positions. This move protects against the volatility of variable rate markets during high-activity periods.
  3. Kamino is positioning itself as the back-end for the next generation of fintech. If they successfully bridge off-chain collateral, the protocol moves from a crypto-native tool to a global financial utility.
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December 23, 2025

Why Privacy Is Finally Making A Comeback (...And What Comes Next)

The Rollup

Crypto
Key Takeaways:
  1. The Macro Shift: The Truth Layer. As AI erodes the reliability of information, the market will value proof of origin over privacy of data.
  2. The Tactical Edge: Audit the Stack. Integrate ZK-based verifiability into your data pipelines now to future-proof against AI-generated exploits.
  3. The Bottom Line: The next decade belongs to systems that provide cryptographic certainty in an uncertain world.
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December 23, 2025

Gold Hits $4,400 as Bitcoin Lags, TGEs Fail & Coinbase Expands: Bits + Bips

Unchained

Crypto
Key Takeaways:
  1. The Macro Shift: Liquidity is returning as the Treasury General Account drains, but capital is becoming more selective. The "rising tide" no longer lifts all boats; it only lifts those with clear value capture.
  2. The Tactical Edge: Prioritize protocols with intrinsic cash flow or those partnering with legacy giants like FIS. Move away from "lottery ticket" tokens that lack a clear revenue mechanism.
  3. The Bottom Line: 2026 will be the year of the "Quality Filter." Investors who survive the current wash-out will find value in the consolidation of the super apps and the institutionalization of on-chain credit.
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December 23, 2025

Why Isn't Bitcoin Going Up? | Jeff Park

1000x Podcast

Crypto
Key Takeaways:
  1. The retailification of finance is merging public and private markets, making conviction more valuable than spreadsheets.
  2. Monitor high-conviction government rumors or national strategic transitions to front-run institutional capital that is too slow to move on ideology.
  3. Success in the next year depends on viewing volatility and privacy as core features rather than bugs in the system.
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December 22, 2025

Bitcoin Needs Vol, BTC vs Gold, Retail Trading Edge, 2026 Predictions | Jeff Park

1000x Podcast

Crypto
Key Takeaways:
  1. The retailification of finance is merging public and private markets. Every news event is becoming a tradable asset.
  2. Stop competing with bots on spreadsheets. Identify national strategic priorities that drive durable capital flows.
  3. Bitcoin’s next leg up depends on a return to its roots as a volatile and self-custodial alternative to the legacy system.
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December 22, 2025

The State of Crypto, 2026 Predictions & Espresso's Token Launch | Jill Gunter

Empire

Crypto
Key Takeaways:
  1. The transition from Crypto as a Cult to Crypto as a Rail means the next winners will look like boring fintech giants rather than flashy token launches.
  2. Focus on infrastructure projects solving for fast finality and interoperability. These are the toll booths for the coming wave of corporate tokenization.
  3. The next 12 months will be defined by the Corpo Chain explosion. If you are not building for speed and performance, you are building for a niche that is shrinking.
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