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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 2, 2025

The US Treasury’s Stablecoin Report, TradFi’s Crypto Adoption, and Ethereum’s New Era | Roundup

Bell Curve

Crypto
Key Takeaways:
  1. Stablecoins Go Global: Prepare for a $2T market, fueled primarily by international demand, potentially reshaping banking competition.
  2. TradFi Bridge Built: Institutional adoption is accelerating (Schwab, BlackRock), creating a stark disconnect between strong fundamentals and current market sentiment—ripe for alpha hunters.
  3. Ethereum Adapts: ETH's deep liquidity anchors DeFi, but stablecoins and new L1s (like Thru) challenge its dominance, pushing ongoing evolution (Restaking, potential VM changes).
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May 1, 2025

Hivemind: Does Bitcoin Have More Fuel to Run?

Empire

Crypto
Key Takeaways:
  1. Bitcoin Pause Likely: Expect potential short-term consolidation for Bitcoin as positive news fuel runs low; macro risks remain, but new ATHs are anticipated later this year.
  2. Solana Strong Bet: SOL emerges as the preferred L1 alternative, driven by superior architecture, ecosystem growth, and significant treasury buying pressure on the horizon.
  3. Altcoins Demand Substance: Market rationalization favors projects with realistic valuations and fundamentals; high-beta focus shifts to SOL memes, select strong L1s/apps (SUI, Hype), or SOL ecosystem plays (restaking), competing with leveraged BTC exposure.
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May 1, 2025

Cambria: The Degen MMO With $1M+ Seasonal Prize Pools

Delphi Digital

Crypto
Key Takeaways:
  1. Real Stakes Drive Engagement: Integrating significant financial risk/reward ($1M+ prize pools) creates intense player engagement, emergent strategies, and social dynamics far exceeding traditional games.
  2. Off-Chain Flexibility is Crucial (For Now): While the dream is fully on-chain, managing multi-million dollar game economies necessitates off-chain components for exploit mitigation, balancing, and analysis, at least in the near term.
  3. Targeting Degens Works: Cambria proves there's a potent market at the intersection of crypto traders and hardcore MMO players who crave high-stakes, economically meaningful gameplay.
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April 30, 2025

Michael Saylor's Billion Dollar Bitcoin Trade

1000x Podcast

Crypto
Key Takeaways:
  1. **Saylor's Playbook Goes Viral:** The MSTR strategy of leveraging stock premiums to acquire Bitcoin is being actively replicated, potentially fragmenting demand but also increasing overall leveraged exposure.
  2. **Leverage Risk Amplified:** New MSTR-like vehicles often lack an underlying business, making them pure, high-risk leveraged bets on Bitcoin funded by debt, vulnerable to sharp price declines.
  3. **GBTC Déjà Vu:** The rise of these debt-fueled Bitcoin acquisition vehicles strongly echoes the dynamics of the ultimately disastrous GBTC premium trade, signaling caution is warranted as this trend accelerates.
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April 29, 2025

What's Driving Bitcoin Higher?

1000x Podcast

Crypto
Key Takeaways:
  1. **ETF Flows Are Legit:** The billions pouring into Bitcoin ETFs represent real, broad-based demand, not just arbitrage froth.
  2. **Beware the MSTR Clones:** The rise of leveraged Bitcoin-buying public companies is the biggest near-term systemic risk – watch those premiums.
  3. **RWAs Are Real AF:** Don't sleep on Real World Assets; platforms like Pendle and Maple show explosive growth and represent the next major crypto narrative.
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April 29, 2025

Should VCs Benchmark Against Bitcoin? | Jon Charbonneau

0xResearch

Crypto
Key Takeaways:
  1. Don't Benchmark VCs Against Bitcoin: It's comparing different asset classes with separate goals and risk profiles.
  2. Use Altcoin Baskets Instead: A weighted average of major altcoins (ETH, SOL, etc.) offers a more relevant performance yardstick for crypto VCs.
  3. Know Your Exposure: LPs seeking Bitcoin returns should buy Bitcoin directly; VC funds offer exposure to the venture-style growth potential of crypto beyond Bitcoin.
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