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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 21, 2025

The REV Debate: Real Metric or Fake News? Jon, Bread, & Andy8052

Bankless

Crypto
Key Takeaways:
  1. REV is a starting point, not the finish line: It's a useful, objective measure of immediate user willingness to pay for blockspace but doesn't encompass all value drivers of an L1.
  2. App-layer eats L1 lunch (eventually): Expect applications to get better at internalizing value (like MEV), potentially reducing direct REV flow to L1s, making app success crucial for the L1 ecosystem.
  3. Narrative & adoption still trump pure metrics: For now, perceived momentum, user growth, and developer activity (like on Solana) can heavily influence L1 valuations, often overshadowing strict adherence to metrics like REV multiples.
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May 21, 2025

The Solana Treasury Strategy

Lightspeed

Crypto
Key Takeaways:
  1. Investing in specialized crypto treasury vehicles offers exposure not just to the underlying asset but also to a strategy of active accumulation and yield enhancement. These companies argue their NAV premiums are justified by their operational capabilities and future growth prospects.
  2. NAV Premiums Signal Future Growth: Market premiums on crypto-holding companies often reflect expectations of continued asset accumulation, not just current asset values.
  3. Expertise Drives Alpha: Specialized operational capabilities, like in-house validator management, can generate significantly higher yields (20-40% more) than readily available retail options.
  4. Sophisticated Strategies Outperform Simple Holding: For investors seeking optimized exposure, vehicles offering complex, managed strategies for asset accumulation and yield can provide an edge over direct, passive investment.
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May 20, 2025

The Microstrategy Of Solana Playbook With Dan Kang

Lightspeed

Crypto
Key Takeaways:
  1. Beyond ETFs: These treasury vehicles offer a more dynamic, potentially higher-return (and higher-risk) path to crypto exposure than standard ETFs, focusing on active accumulation and yield enhancement.
  2. Volatility as a Tool: For certain crypto-native companies, extreme stock volatility is actively cultivated to unlock unique capital market opportunities and attract specific investor demographics.
  3. The Solana "MicroStrategy" Model is Live: Companies like DeFi DevCorp are demonstrating that the playbook of leveraging public markets for aggressive, single-asset crypto accumulation can be replicated beyond Bitcoin, with Solana as a prime new candidate.
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May 20, 2025

Bits + Bips LIVE - May 19th, 2025

Unchained

Crypto
Key Takeaways:
  1. Tariffs Trump Tranquility: A 10% tariff floor could trigger summer stagflation, disrupting current Goldilocks market pricing.
  2. Stablecoin Bill is Bellwether: The fate of the "Genius Act" will significantly impact the trajectory of broader US crypto regulation and investor confidence.
  3. Institutional Crypto Evolves: Coinbase's S&P 500 nod and the push for diverse crypto ETFs (like Solana) underscore the sector's maturation, even as regulatory hurdles for features like staking persist.
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May 19, 2025

The State of Venture Today | Roundup Clip

Bell Curve

Crypto
Key Takeaways:
  1. LP Scrutiny Intensifies: Expect smaller fundraises for many VCs, especially in crypto, as LPs demand real returns (DPI) and, for crypto, regulatory certainty.
  2. Endowment Exodus Looms: Yale's $6B private equity sale signals a potential LP supply shock as other endowments may follow suit due to tax changes and liquidity needs.
  3. Elite VCs Consolidate Power: Capital will increasingly flow to the top 5-10 VC firms, particularly those with AI expertise, hastening the decline of underperformers.
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May 19, 2025

The Bull Case For Ethereum | Ryan Berckmans & Tom Dunleavy

Empire

Crypto
Key Takeaways:
  1. ETH's Valuation Paradigm Shift: Value ETH based on Total Value Secured (TVS), not diminishing transaction fees, as it aims to secure trillions in global assets.
  2. L1+L2 is the Winning Formula: Ethereum's strategy of scaling L1 alongside a diverse L2 ecosystem (offering political/business model diversity) is designed to onboard the world.
  3. Coordination & BD are Crucial: Renewed focus on cohesive narrative, business development (like Etherealize), and community alignment are vital to executing Ethereum's ambitious roadmap.
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