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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 20, 2025

Token Transparency and The Hot Ball of Money (Hyperliquid/Circle) | Weekly Roundup

Empire

Crypto
Key Takeaways:
  1. **Transparency is Now Table Stakes:** Projects neglecting robust disclosure standards, like those promoted by the new Token Transparency Framework, will face escalating investor scrutiny and skepticism.
  2. **Public Markets: Crypto's Current Darling (But For How Long?):** Expect continued capital inflow and outperformance from regulated, publicly traded crypto entities before a potential, broader token market resurgence.
  3. **Real Value is Built on Fundamentals & Community:** Platforms like Hyperliquid, showcasing operational efficiency, potent tokenomics, and community wealth creation, are forging lasting value that transcends fleeting market trends.
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June 20, 2025

How the GENIUS Act Brings Stablecoins Mainstream | JP Morgan JPMD

Bankless

Crypto
Key Takeaways:
  1. Stablecoin Surge: The GENIUS Act is set to unleash trillions in stablecoin value, positioning dollar-backed digital assets as a global financial linchpin and reinforcing US dollar networks.
  2. ETF Explosion Imminent: Prepare for a diversified crypto ETF market in 2025, as assets like Solana and Dogecoin likely gain approval, testing the true depth of institutional appetite.
  3. Super App Showdown: The battle for your financial future is on, with Coinbase and Robinhood racing to build all-in-one platforms blending traditional finance with on-chain crypto services.
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June 20, 2025

The Rise Of Crypto's App Ecosystem Mike Dudas

Lightspeed

Crypto
Key Takeaways:
  1. **Revenue is King**: The "revenue meta" isn't a meme; it's the future. Invest in applications and protocols generating real cash flow.
  2. **Solana's DeFi Gap is an Opportunity**: Solana needs robust, user-friendly DeFi, especially perps. Building best-in-class products here is a massive opportunity, even if not unseating current L2 leaders.
  3. **IPOs & M&A Signal Maturation**: The success of Circle’s IPO and increasing M&A activity point to a maturing industry where equity value is re-emerging, offering alternative liquidity paths beyond token launches.
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June 19, 2025

Crypto Options Are Broken

Forward Guidance

Crypto
Key Takeaways:
  1. Listed is Better (For Now): For functional crypto options, look to products on established, regulated exchanges with competitive market-making; on-chain options are largely unworkable due to poor liquidity and structure.
  2. US Spot Market Needs a Shake-Up: The high costs and concentration in US spot crypto trading stifle accessibility; more competition is essential.
  3. Market Structure is Destiny: The design of a market—its rules, incentives, and competitive landscape—ultimately determines execution quality and cost, far more than the underlying asset itself.
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June 19, 2025

Institutional Capital Is Reshaping Crypto | Analyst Round Table

0xResearch

Crypto
Key Takeaways:
  1. Fundamentals First: The "revenue meta" is here to stay; projects without real earnings or clear paths to profitability will struggle.
  2. Institutions are Driving: With institutional players dominating trading volumes, expect crypto valuations to increasingly align with traditional financial metrics and scrutiny.
  3. Value Accrual is King: Tokens must demonstrate how they capture and return value to holders; mechanisms like revenue share and buybacks are becoming non-negotiable.
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June 19, 2025

How The Token Transparency Framework Will Impact Prices

Empire

Crypto
Key Takeaways:
  1. **Transparency Pays:** Projects embracing transparency will likely see a long-term price premium, appealing to sophisticated, long-horizon investors.
  2. **Clarity Cuts Through Noise:** Fundamentally strong but poorly communicated projects can leverage the framework to gain visibility and investor trust.
  3. **Bad Actors Beware:** The framework is designed to punish extractive and scam projects, cleaning up the ecosystem and redirecting resources to genuine innovation.
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