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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 13, 2025

Bits + Bips LIVE: US-China Tariff Deal Reignite Markets

Unchained

Crypto
Key Takeaways:
  1. Tariff Truce is Tactical: The 90-day US-China tariff pause offers temporary relief, but the underlying trade war isn't over; expect continued market sensitivity to policy shifts.
  2. Bitcoin's Macro Moment: Bitcoin's strong performance amidst geopolitical and economic uncertainty solidifies its narrative as a non-sovereign store of value and a crucial portfolio diversifier.
  3. Crypto Regs on Horizon: Despite DC's legislative snags, the potent combination of crypto industry lobbying and perceived national benefits (like stablecoins aiding deficit financing) makes eventual regulation highly probable.
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May 12, 2025

Apps Are Taking Over Crypto | 6th Man Ventures

0xResearch

Crypto
Key Takeaways:
  1. Apps Over Infra: The investment pendulum is swinging decisively towards applications that can onboard millions and generate real revenue, marking a shift from the "fat protocol" to the "fat app" era.
  2. Ecosystems are King: Choice of blockchain (Solana, Base leading for consumer) is critical; building on unproven chains is a gamble few startups can afford. Expect consolidation.
  3. Revenue & Vision Rule: Success stories like Pump.fun highlight that agile teams with a broad vision beyond niche crypto use cases (and real revenue) will capture significant market share.
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May 12, 2025

How To Build The Most Performant L1

Lightspeed

Crypto
Key Takeaways:
  1. Performance First, Decentralization Follows: L1s that prioritize and achieve superior performance will attract the most activity, leading to higher revenues and, consequently, a greater number of incentivized, decentralized validators.
  2. Profit Over Philanthropy: Forget "running a node for the cause"; long-term decentralization hinges on validators earning more than they spend. Net income is king.
  3. Solana's Uncapped Potential: Solana's design aims to break the mold by enabling an ever-increasing number of validators without sacrificing its high-speed performance, offering a path to maximal decentralization.
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May 10, 2025

Crypto Market Makers EXPOSED: Inside the $38M Move Token Dump - The Chopping Block

Unchained

Crypto
Key Takeaways:
  1. **Red Flag Deals:** "Profit-share dump" incentives, as seen with Movement, are distinct from standard, healthier market maker compensation and warrant extreme investor caution.
  2. **Transparency is Non-Negotiable:** Public disclosure of market maker terms (loan size, strike prices) is crucial for informed retail decision-making and market integrity.
  3. **Vet Your Visionaries:** For investors, a team's hyper-focus on marketing over demonstrable tech, coupled with opaque dealings like Movement's, are significant red flags; demand substance over hype.
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May 9, 2025

Lightspeed Cross-Post: Can Ethereum Scale The L1? | Weekly Roundup

Bell Curve

Crypto
Key Takeaways:
  1. Efficiency Isn't Centralization: Rapid, coordinated responses to network threats are signs of a healthy, aligned ecosystem, not inherent centralization.
  2. L1 Scaling is a Grind: Ethereum's path to a more performant L1 is fraught with technical challenges and competitive pressure, with no guarantee of reclaiming its past dominance in on-chain activity.
  3. Performance Pays for Decentralization: The L1s that can deliver sustained high performance will attract activity and revenue, creating the strongest economic incentives for a truly decentralized validator set.
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May 9, 2025

Coinbase Buys Deribit, Stripe’s Stablecoin Launch, and Ethereum’s Pectra Upgrade | Weekly Roundup

Empire

Crypto
Key Takeaways:
  1. The crypto space is witnessing an intense period of building and institutional adoption, fundamentally reshaping financial infrastructure.
  2. Real-World Integration Accelerates: Major players like Coinbase and Stripe are not just dipping toes but diving headfirst, embedding crypto into mainstream finance and global commerce.
  3. Stablecoins are the New Global Rails: With Stripe's expansion and the US Treasury's bullish $2T forecast, stablecoins are becoming indispensable for borderless, efficient payments.
  4. On-Chain Capital Markets Are Here: The tokenization of real-world assets, particularly equities via platforms like Superstate, is paving the way for more liquid, accessible, and programmable financial markets.
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