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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

April 29, 2025

Why BlackRock Is Bullish On Tokenization

Empire

Crypto
Key Takeaways:
  1. Tokenization is Strategic: BlackRock sees tokenizing assets as fundamental to improving market access and efficiency, dedicating significant focus to this path.
  2. Bridging is Key: Practical solutions like ETPs and tokenized funds are crucial tools BlackRock is deploying to connect TradFi users and crypto-native institutions.
  3. Transition Takes Time: The shift to tokenized markets will be gradual, requiring careful management of legacy systems and ensuring interoperability is maintained.
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April 29, 2025

Would you take Bitcoin over 5 years or random altcoins?

The Gwart Show

Crypto
Key Takeaways:
  1. Altcoin Asymmetry: Lower-cap altcoins offer higher potential percentage gains (3-4x) with less required capital inflow compared to Bitcoin.
  2. Bitcoin's Gravity: Bitcoin's massive size makes large multiple gains (like 3x) significantly harder, requiring vast capital injections.
  3. Liquidity is King: Your bet hinges on future macro conditions; high liquidity environments tend to disproportionately benefit riskier, less liquid altcoins.
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April 29, 2025

Bits + Bips Live: Crypto, Macro, Tariffs, Stablecoins, and More

Unchained

Crypto
Key Takeaways:
  1. **The Trump Put is Real:** Market reactions demonstrably curb aggressive tariff policies; expect continued volatility but likely avoidance of worst-case tariff scenarios as Trump needs stable markets.
  2. **Bitcoin Treasury Flywheel Spins Faster:** Expect more MicroStrategy clones globally, leveraging debt and equity markets to acquire Bitcoin. Monitor NAV premiums closely – their collapse is the model's Achilles' heel.
  3. **Bitcoin's Narrative Strengthens:** Bitcoin's recent decoupling and resilience amid macro turmoil bolsters its digital gold thesis, attracting attention even from skeptics, while altcoins struggle to keep pace this cycle.
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April 28, 2025

Bitcoin’s Macro Status, Ethereum’s Cultural Reset, and Solana’s Growth Risk | Jon Charbonneau

0xResearch

Crypto
Key Takeaways:
  1. Bitcoin Stands Alone: Recognized globally, Bitcoin operates in its own macro league, detached from altcoin tech narratives.
  2. Ethereum's Redemption Arc?: A pivot to user needs and L1 scaling is underway, but Ethereum must deliver concrete performance upgrades to compete effectively.
  3. Execution is King: Solana leads the speed race but faces valuation/fee risks. The future favors chains offering the best, most sovereign execution environment, with modular plays like Celestia betting on a hyper-scaled world.
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April 28, 2025

BlackRock's Crypto Strategy In 2025 With Samara Cohen

Empire

Crypto
Key Takeaways:
  1. IBIT's Success Validates the Bridge: The Bitcoin ETP proved massive latent demand exists for accessing crypto via familiar, regulated wrappers, bringing many new investors into the fold.
  2. Tokenization Targets Infrastructure First: Forget tokenizing illiquid JPEGs (for now); the real institutional action is using blockchains to fix inefficient TradFi plumbing, starting with cash and collateral.
  3. Data & Standards are The Next Hurdle: Broader institutional adoption beyond Bitcoin requires solving the crypto data, standards, and valuation puzzle to enable reliable analysis and indexing.
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April 28, 2025

Crypto's Fastest Growing App: Is Pumpfun's Revenue Sustainable?

Lightspeed

Crypto
Key Takeaways:
  1. Revenue Reality Check: Pumpfun's impressive revenue warrants investigation; sustainability is questionable if heavily reliant on bot activity or if it operates like a high-loss "casino" for users.
  2. Platform Duality: Pumpfun serves as both a backend launchpad discovered via external platforms and a direct trading venue, with ~70% of pre-launch volume happening on-site.
  3. High-Risk Environment: The platform operates like a "less fair casino," meaning users should anticipate significant risk and potential for loss.
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