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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

December 11, 2025

Maciej Kula: Bittensor Halvings, Chain Buys, TaoFlow, Latent Holdings, LearnBittensor | Ep. 76

Ventura Labs

Crypto
Key Takeaways:
  1. Focus on understanding the fundamentals of incentive mechanisms, not just surface-level information, to adapt to Bittensor's frequent changes.
  2. Proxy wallets will enhance security by allowing users to isolate activities and protect their primary wallets.
  3. Monitor subnet inflows to understand the impact of TaoFlow and identify potential opportunities or risks.
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December 11, 2025

The Airdrop Mistake Luca Netz Won’t Repeat

The DCo Podcast

Crypto
Key Takeaways:
  1. Prioritize Early Alignment: To benefit from Abstract's ecosystem rewards, demonstrate commitment now, not right before a potential airdrop.
  2. Community Over Opportunism: Future rewards will favor genuine holders and active community members over short-term profit seekers.
  3. No Second Chances: Don't expect warnings or sympathy if you try to "grift" the system; Netz is committed to protecting loyal users.
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December 11, 2025

The Return of Corporate Blockchains | Roundup

Bell Curve

Crypto
Key Takeaways:
  1. Enterprise blockchains are making a comeback by embracing crypto, not avoiding it, marking a significant shift from the failed attempts of 2018.
  2. The success of corporate chains hinges on strategic focus, prioritizing ecosystems and BD, over trying to dominate the entire value chain, as too much control can stifle innovation.
  3. Public, permissionless blockchains must remain relevant by continually finding product-market fit in emerging segments to maintain their monetary premium amid increasing competition from verticalized corporate chains.
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December 10, 2025

Ethereum's New Era of Internet Capital Formation! The Return of the ICO

Bankless

Crypto
Key Takeaways:
  1. **ICOs are evolving:** The return of ICOs marks a shift from hype-driven raises to more sustainable models focused on established projects and fair price discovery.
  2. **Ethereum is primed for capital formation:** With its stablecoin liquidity, auction mechanisms, and tokenization narrative, Ethereum is positioned to become a central hub for internet capital markets.
  3. **Regulatory clarity is crucial:** The industry must continue to pursue regulatory clarity to foster innovation and attract institutional investment in tokenized assets.
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December 9, 2025

How MetaDAO Became Solana's Breakout Token Launchpad | Kollan House

Lightspeed

Crypto
Key Takeaways:
  1. Embrace Futarchy: Explore and implement market-driven governance mechanisms to enhance decision-making in decentralized organizations, reducing reliance on traditional, potentially biased, governance models.
  2. Prioritize Investor Protection: Adopt capital formation models, such as MetaDAO's, that offer robust investor protections through market-based checks and balances, mitigating risks associated with centralized control and poorly informed token allocation.
  3. Prepare for Crypto-Native Solutions: Build cryptonative primitives that can compete with traditional financial systems. This can prevent tradFi from dominating the blockchain space.
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December 8, 2025

Institutional Flows Will Overpower the 4-Year Cycle

Empire

Crypto
Key Takeaways:
  1. The traditional four-year crypto cycle is dead; institutional adoption and regulatory tailwinds will drive the next phase.
  2. Focus on easy-to-understand narratives; financial advisors allocate minimal time to crypto, so simple concepts are crucial.
  3. The increasing convergence of equity and tokens will lead to a new era of ICOs, revolutionizing fundraising and investment.
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