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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 9, 2025

Why We Are Bullish

1000x Podcast

Crypto
Key Takeaways:
  1. Bitcoin is king: Expect Bitcoin to outperform traditional assets significantly; avoid fumbling this generational chance through common investor errors.
  2. Evolve your strategy: The game has shifted from infrastructure hype and rapid trading to identifying and holding quality applications and tokens like Hyperliquid or Syrup with longer horizons.
  3. Appetite meets fundamentals: While hype can drive initial pumps (e.g., Circle IPO), sustainable value lies in strong business models (Tether's organic growth) and clear token utility.
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June 9, 2025

How Venture Is Navigating Crypto IPOs

Empire

Crypto
Key Takeaways:
  1. **IPO Appetite is Real (for Some):** Public markets are hungry for crypto, but primarily for clear narratives like stablecoins (see: Circle); broader adoption requires substantial revenue.
  2. **VCs Get Flexible:** The smart money is adapting, ready to pounce on equity or tokens, depending on where the value (and exit) lies.
  3. **On-Chain IPOs - The Next Speculative Playground?:** Imagine a world where early-stage crypto companies list on-chain, offering a more productive outlet for speculative capital than today's memecoin casino.
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June 9, 2025

Is Joe Lubin the Michael Saylor of Ethereum?

Bankless

Crypto
Key Takeaways:
  1. Regulatory Renaissance: The SEC's stance has softened, creating a more favorable U.S. environment for crypto; Ether's non-security status (for the scope of the past investigation) is a major win.
  2. Ether as a Productive Treasury Asset: ESBET's strategy of acquiring and actively yielding Ether could set a new standard for corporate treasuries, showcasing Ether's utility beyond just holding.
  3. The "Trust Commodity" Narrative: Expect a strong push to frame Ether's value around its ability to provide programmable trust and facilitate economic activity, with Lubin championing this.
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June 6, 2025

Could Crypto Treasury Companies Create Systemic Risk for the Industry?

Unchained

Crypto
Key Takeaways:
  1. High Premiums are a Red Flag: The massive premiums (some at 80x NAV) on many new crypto treasury stocks are likely unsustainable and warrant extreme investor caution.
  2. Collateralization is the Catalyst: The primary systemic risk emerges if these shares become widely accepted as collateral, creating a leveraged ecosystem vulnerable to market shocks.
  3. History as a Guide: The industry must heed the lessons from GBTC's collapse to prevent irresponsible risk-taking and a potential repeat of cascading failures.
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June 6, 2025

0xResearch | Friday, June 6th

0xResearch

Crypto
Key Takeaways:
  1. Fiscal Reality Bites: Government spending, not just Fed moves, dictates the macro game; hedge accordingly.
  2. Structure Matters, Massively: Demand for "pure play" crypto assets is immense; projects clarifying token value accrual (a la Morpho) will win.
  3. Show, Don't Just Tell: For L1s and protocols, delivering tangible results and clear revenue paths to token holders trumps theoretical brilliance.
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June 6, 2025

PumpFun’s Impact on Solana, Circle’s IPO, and Elon and Trump’s Feud | Roundup

Bell Curve

Crypto
Key Takeaways:
  1. PumpFun's Token Looms Large: With its massive user base and revenue, PumpFun's upcoming token is a critical event for Solana and the broader memecoin market, offering a direct investment into crypto's consumer wave.
  2. IPO Window is Open: Circle's successful IPO signals renewed investor interest in publicly traded crypto companies, potentially paving the way for more listings and providing liquidity events for equity holders.
  3. Regulatory Clarity is King: The future of crypto innovation, from token launches to organizational structures, hinges on clear market structure legislation to move beyond current cumbersome models.
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