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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

June 2, 2025

Finding Product Market Fit In Crypto

Lightspeed

Crypto
Key Takeaways:
  1. **Infrastructure is the New Frontier:** Prioritize crypto ventures using blockchain as a foundational layer to innovate and compete with Web2, moving beyond purely crypto-centric applications.
  2. **Solve Real Problems, Not Chase Hypotheses:** True PMF stems from addressing tangible user pain points; market creation is often a byproduct of successful problem-solving, not an initial goal.
  3. **Large Markets Fuel Pivots:** While a sharp focus is vital, building within a substantial market provides the necessary runway and adjacent opportunities critical for navigating the path to PMF.
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June 2, 2025

The Race to Replace Mainnet | Ian Unsworth, Kairos Research

0xResearch

Crypto
Key Takeaways:
  1. UX is King: Seamless, integrated user experiences (like Hyperliquid's or a desired "Robin Hood for crypto") will win, as fragmentation (EVM L2s) breeds user frustration and churn.
  2. Solana's Ascent: Alpenlow’s 150ms finality and zero voting costs significantly enhance Solana's competitive edge, driven by an "underdog" culture of relentless improvement.
  3. ETH's Identity Search: Ethereum needs decisive leadership and a unified technical/narrative strategy to counter fragmentation and challengers; price pressure often serves as its main catalyst for action.
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June 1, 2025

We Asked Flood About His Hyperliquid Bull Thesis

The Rollup

Crypto
Key Takeaways:
  1. **Hyperliquid (Hype) is King:** Flood states, "It's the only asset that matters in crypto other than Bitcoin... Nothing else makes money," citing its strong fundamentals and mispricing.
  2. **L1s are Uninvestable Commodities:** Focus on applications and frontends that directly serve users; L1s are a race to the bottom on fees and vulnerable to tech disruption.
  3. **Builder Codes Fuel an Ecosystem:** Hyperliquid's permissionless monetization will attract a wave of development, creating a moat through network effects and specialized user experiences.
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May 31, 2025

LIVE Hivemind: Crypto Treasury Companies, Sui Hack & Solana’s New Consensus

Empire

Crypto
Key Takeaways:
  1. Treasury Tactics: The "treasury company" model is the new "low float, high FDV" game, but relies on continued premium valuations and favorable debt markets; watch out for stress when debt matures.
  2. Sui's Pragmatism: Sui’s handling of the Cetus hack signals that newer chains may prioritize decisive action and recovery over decentralization purity in crises, a trend likely to continue.
  3. Solana's Evolution: Solana’s major consensus upgrade, developed by former critics, showcases a pragmatic, engineering-first approach focused on performance and validator accessibility, potentially strengthening its L1 position.
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May 31, 2025

Where Crypto Meets AI with Chris Dixon & David George

a16z

Crypto
Key Takeaways:
  1. Crypto Delivers Utility: Stablecoins move trillions monthly, proving crypto's real-world value beyond speculation for fast, cheap global payments.
  2. AI Rewrites Web Economics: AI's direct-answer capability breaks the old ad-traffic model. Crypto offers tools to build the new economic "covenant" required.
  3. Bet on Category Kings: Tech markets are "winner-take-all." Focus on the dominant player in any credible category, especially those led by founders with unique, "earned secrets."
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May 30, 2025

The Solana Incubator: Finding Crypto's Next Breakthrough App | Emon Motamedi

Lightspeed

Crypto
Key Takeaways:
  1. Build Real, Not Just Rallies: Prioritize long-term, sustainable businesses with tangible revenue models over chasing fleeting crypto trends.
  2. Utility Tokens Trump Speculation: Design tokens to solve core project problems or incentivize user behavior, not merely for market hype.
  3. Solana's Next Wave: Infrastructure for Reality: Leverage crypto as a backend for innovative solutions to real-world problems, targeting broader, non-crypto native audiences.
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