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AI Podcasts

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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December 26, 2025

⚡️GPT5-Codex-Max: Training Agents with Personality, Tools & Trust — Brian Fioca + Bill Chen, OpenAI

Latent Space

AI
Key Takeaways:
  1. The Macro Shift: Agentic Abstraction. We are moving from Model-as-a-Service to Agent-as-a-Service where the harness is as important as the weights.
  2. The Tactical Edge: Standardize your CLI. Use tools like ripgrep (RG) that models already have "habits" for to see immediate performance gains.
  3. The Bottom Line: The next 12 months will see the end of manual integration engineering as agents become capable of navigating UIs and legacy terminals autonomously.
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December 26, 2025

Steve Yegge's Vibe Coding Manifesto: Why Claude Code Isn't It & What Comes After the IDE

Latent Space

AI
Key Takeaways:
  1. The commoditization of syntax means architectural judgment is the only remaining moat. As the cost of code hits zero the value of intent skyrockets.
  2. Replace your manual refactoring workflows with a burn and rebuild strategy. Use agents to generate entirely new modules instead of patching old ones.
  3. Seniority is no longer a shield against obsolescence. You must spend the next six months building your agentic intuition or risk being replaced by a PhD student with a prompt.
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December 28, 2025

One Year of MCP — with David Soria Parria and AAIF leads from OpenAI, Goose, Linux Foundation

Latent Space

AI
Key Takeaways:
  1. The Macro Evolution: Standardized communication layers are replacing custom API integrations. This commoditizes the connector market and moves value to the models that best utilize these tools.
  2. The Tactical Edge: Standardize your internal data tools using MCP servers today. This ensures your company is ready for autonomous agents that can discover and use your resources without manual API integration.
  3. The Bottom Line: The agentic stack is consolidating around MCP. Interoperability is no longer a feature; it is the foundation for the next decade of AI utility.
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Crypto Podcasts

May 9, 2025

Can Ethereum Scale The L1? | Weekly Roundup

Lightspeed

Crypto
Key Takeaways:
  1. Efficiency ≠ Centralization: Coordinated, rapid bug fixes are signs of an active, aligned ecosystem, not inherent centralization.
  2. L1 Utility is Paramount: Both Ethereum and Solana ecosystems depend on their base layers being genuinely useful and economically viable to support L2s and broader application development.
  3. Performance Drives Decentralization: Contrary to the traditional trilemma, the most performant L1 (attracting the most activity and thus revenue for validators) will likely become the most decentralized due to stronger economic incentives for participation.
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May 6, 2025

Ex Jane Street Veteran's Journey To Crypto | Thomas Uhm

Lightspeed

Crypto
Key Takeaways:
  1. JitoSol's Institutional Edge: JitoSol’s design—autonomy, yield-bearing, and reduced counterparty risk—positions it as attractive institutional-grade collateral and a scalable yield product on Solana.
  2. Sustainable Systems Over Subsidies: Long-term value in crypto infrastructure and services like market making will come from robust, economically sound systems, not short-term, unsustainable incentives.
  3. Solana's Determinism Drive: Solana's push for greater network determinism (predictable transaction outcomes) directly addresses a core institutional need, potentially unlocking further capital allocation.
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May 6, 2025

Bits + Bips LIVE - May 5th, 2025

Unchained

Crypto
Key Takeaways:
  1. Tariff Turmoil Persists: Despite calming rhetoric, the haphazard US tariff rollout creates ongoing uncertainty, with potential for significant market impact if key sectors like AI chips are targeted.
  2. ETH's Uphill Battle: Ethereum faces significant headwinds in sentiment and relative performance; its path to renewed relevance depends on attracting major institutional adoption.
  3. Momentum is King in Crypto: Crypto markets, including assets like XRP (viewed as a short-term trade) and even Doge (noted for technicals), are primarily driven by attention and momentum, not traditional valuation metrics.
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May 5, 2025

Is Saylor Destined to Blow Up?

1000x Podcast

Crypto
Key Takeaways:
  1. **Saylor's Gambit is Bitcoin's Sword of Damocles:** MicroStrategy's leveraged Bitcoin accumulation is a major systemic risk; a blow-up could trigger a severe market downturn.
  2. **Trade Fundamentals, Not Just Narratives:** Focus on assets showing real usage or fitting strong themes (RWA, AI, DeFi yield) as the market gets selective. ETH remains fundamentally challenged despite price bounces.
  3. **Choppy Waters Ahead, Cash is King (Again):** Expect market consolidation. Reduce leverage, hold some cash, and look for dips in strong assets (like Tao) or opportunities to short weak ones (like ETH) – but avoid shorting in euphoric breakouts.
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May 5, 2025

Alex Tapscott: How I Predicted Crypto's Rise (And What's Coming Next)

The Rollup

Crypto
Key Takeaways:
  1. Institutional Bitcoin Demand is Real: Major players are accumulating Bitcoin via direct purchases and ETFs, creating sustained buying pressure.
  2. RWAs & AI are Next: Focus on the tokenization of traditional assets and the infrastructure enabling AI agents to transact autonomously on-chain.
  3. Bet on Platforms for AI: Consider exposure to high-throughput Layer 1s likely to become hubs for AI-driven activity as a proxy for the AI/crypto theme's growth.
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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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