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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 15, 2025

VCs Weigh In On Crypto Treasury Companies

Empire

Crypto
Key Takeaways:
  1. Treasury Strategies: High-Risk, Short-Term Plays: These vehicles are built for quick flips, not lasting value, with a high chance of premiums vanishing and values dropping below NAV.
  2. Beware the "Mania": The proliferation of treasury vehicles with increasingly lax terms signals a speculative fever; MicroStrategy is an outlier, not the rule.
  3. VCs Bet on Endurance: True crypto investing, from a venture perspective, demands patience and a focus on fundamental, long-term growth, distinct from chasing fleeting treasury premiums.
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June 14, 2025

The Next Crypto Companies To IPO

Empire

Crypto
Key Takeaways:
  1. **Scale is King:** Sub-$3 billion valuation companies will struggle for analyst attention and institutional investment post-IPO.
  2. **SaaS Sells:** Crypto firms with predictable, recurring revenue (like Fireblocks, Chainalysis) have a stronger IPO narrative than those riding crypto price waves.
  3. **Trust is Currency:** For select businesses like Anchorage, an IPO isn't just about capital; it’s a strategic move to bolster their fundamental value proposition—trust.
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June 14, 2025

Solana ETFs coming?

The Rollup

Crypto
Key Takeaways:
  1. Solana's ETF = Major Validation: If approved, a Solana ETF isn't just another fund; it's a significant nod to Solana's legitimacy and a big win for its community.
  2. Beyond Single Assets - Think Indices: The success of individual crypto ETFs (like a potential Solana one) could fuel demand for broader market products, such as crypto index funds on traditional stock exchanges.
  3. Staking in ETFs - Tax Clarity Coming?: Watch for regulatory updates on staking within ETFs. Positive guidance could unlock new product structures and resolve key tax concerns for investors.
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June 13, 2025

0xResearch | Friday, June 13th

0xResearch

Crypto
Key Takeaways:
  1. **Meme Wisely:** ETH's narrative power is potent, but sustainable value needs a bedrock of technological strength and real-world utility.
  2. **Stablecoins are King:** This is the crypto sector attracting serious institutional capital and big tech attention; the growth runway is immense.
  3. **Regulation is Warming:** Positive signals from the SEC on self-custody and staking offer tailwinds, potentially de-risking significant parts of the crypto ecosystem.
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June 13, 2025

Takeaways from the SEC Roundtable and Privy Acquisition | Weekly Roundup

Empire

Crypto
Key Takeaways:
  1. Regulatory Thaw: The SEC’s new leadership signals a more accommodating stance on crypto, potentially unlocking significant growth for DeFi in the US.
  2. Market Structure Evolution: Tokenization is increasingly viewed as the key to modernizing capital markets, with on-chain IPOs and improved secondary market liquidity on the horizon.
  3. Infrastructure is King: Acquisitions like Privy by Stripe highlight the race to build and control the foundational layers of the crypto economy, especially around wallets and stablecoins.
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June 13, 2025

Institutions Pour Billions into Crypto! Stripe’s Bold Move & Genius Act Explained

Bankless

Crypto
Key Takeaways:
  1. Institutional FOMO is Real: Bitcoin and Ethereum ETFs are magnets for capital, and Circle's IPO success signals massive pent-up demand.
  2. Regulation is Maturing: The Genius Act is poised to legitimize stablecoins, while the Clarity Act could reshape token classifications.
  3. Adoption Accelerates: Stripe's crypto acquisitions and Poly Market's X integration show crypto moving beyond niche use cases.
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