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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

January 8, 2026

Why 2026 is The Year of Unification with Sam Kazemian

The Rollup

Crypto
Key Takeaways:
  1. Neo Finance is replacing legacy banking as stablecoins become the TCP/IP packet for all value transfer.
  2. Position in protocols that own their distribution and payment rails rather than those relying on third party liquidity.
  3. The next six months will separate synthetic products from real money as the market rewards end to end utility over isolated DeFi yields.
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January 8, 2026

Hivemind: Will 2026 Be Bullish & Crypto's Token vs Equity Problem

Empire

Crypto
Key Takeaways:
  1. The transition from "governance" to "on-chain equity" is the defining trend for 2025. As regulatory clarity improves, capital will migrate to assets with legally enforceable rights.
  2. Monitor MetaDAO ICOs like Ranger Finance to gauge if retail appetite for "ownership coins" can sustain high valuations. Watch for the first "home run" success story to validate the model.
  3. The next cycle belongs to applications with legally enforceable revenue rights, not L1s with vague utility. Founders who prioritize investor protections will trade at a permanent premium.
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January 8, 2026

Do Buybacks Make Sense? | Lucas Bruder

Lightspeed

Crypto
Key Takeaways:
  1. The transition from opaque block production to verifiable sequencing via tools like BAM and Multiple Concurrent Proposers.
  2. Monitor validator IBRL scores to ensure your transactions aren't being sidelined by yield-chasing leaders.
  3. Solana is maturing into a professional-grade financial layer where execution efficiency is the only sustainable moat for the next 12 months.
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January 7, 2026

Generation Generative: AI Companions, Teen Mental Health, and Missing Guardrails

The People's AI

Crypto
Key Takeaways:
  1. The Macro Transition: From Utility to Persuasion. We are moving from tools that answer questions to entities that form personality through constant sycophantic interaction.
  2. The Tactical Edge: Audit your stack. Prioritize decentralized data protocols to ensure user ownership over intimate conversational data.
  3. The Bottom Line: The next decade is about the "Right to Play" and data sovereignty. If we do not build guardrails now, we risk raising a generation that cannot handle human friction.
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January 7, 2026

How Maduro's Capture and a 'Pre-War World' Affects Global Markets: Bits + Bips

Unchained

Crypto
Key Takeaways:
  1. As globalism fractures, the US is building a fortress in the Western Hemisphere. This links military tactical success directly to the valuation of high-beta assets like Bitcoin.
  2. Buy companies focused on SMRs or domestic rare earth refining. These are the "must-haves" for the AI era that will receive fast-tracked deregulation.
  3. The Maduro raid proves the US can protect its interests without long wars. For the next year, expect a "ProSec" boom where security and energy independence drive every major capital allocation.
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January 7, 2026

Welcome to Rollup TV 2026: Predictions Review, Show Updates, Key Narratives Outlook

The Rollup

Crypto
Key Takeaways:
  1. The Macro Shift: Credit creation is the primary driver of Bitcoin and Ethereum price action. As geopolitical shifts in Venezuela and US policy signal a return to the "money printer," capital will flow to assets with fixed supplies.
  2. The Tactical Edge: Consolidate positions into category winners like Hyperliquid or Sky. Avoid the "beta" of new venture-backed copycats that lack the network effects of established incumbents.
  3. The Bottom Line: 2026 is the year infrastructure becomes invisible. The winners will be those who bridge the gap between institutional trust and decentralized execution.
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