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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 1, 2025

Hivemind: Does Bitcoin Have More Fuel to Run?

Empire

Crypto
Key Takeaways:
  1. Bitcoin Pause Likely: Expect potential short-term consolidation for Bitcoin as positive news fuel runs low; macro risks remain, but new ATHs are anticipated later this year.
  2. Solana Strong Bet: SOL emerges as the preferred L1 alternative, driven by superior architecture, ecosystem growth, and significant treasury buying pressure on the horizon.
  3. Altcoins Demand Substance: Market rationalization favors projects with realistic valuations and fundamentals; high-beta focus shifts to SOL memes, select strong L1s/apps (SUI, Hype), or SOL ecosystem plays (restaking), competing with leveraged BTC exposure.
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May 1, 2025

Cambria: The Degen MMO With $1M+ Seasonal Prize Pools

Delphi Digital

Crypto
Key Takeaways:
  1. Real Stakes Drive Engagement: Integrating significant financial risk/reward ($1M+ prize pools) creates intense player engagement, emergent strategies, and social dynamics far exceeding traditional games.
  2. Off-Chain Flexibility is Crucial (For Now): While the dream is fully on-chain, managing multi-million dollar game economies necessitates off-chain components for exploit mitigation, balancing, and analysis, at least in the near term.
  3. Targeting Degens Works: Cambria proves there's a potent market at the intersection of crypto traders and hardcore MMO players who crave high-stakes, economically meaningful gameplay.
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April 30, 2025

Michael Saylor's Billion Dollar Bitcoin Trade

1000x Podcast

Crypto
Key Takeaways:
  1. **Saylor's Playbook Goes Viral:** The MSTR strategy of leveraging stock premiums to acquire Bitcoin is being actively replicated, potentially fragmenting demand but also increasing overall leveraged exposure.
  2. **Leverage Risk Amplified:** New MSTR-like vehicles often lack an underlying business, making them pure, high-risk leveraged bets on Bitcoin funded by debt, vulnerable to sharp price declines.
  3. **GBTC Déjà Vu:** The rise of these debt-fueled Bitcoin acquisition vehicles strongly echoes the dynamics of the ultimately disastrous GBTC premium trade, signaling caution is warranted as this trend accelerates.
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April 29, 2025

What's Driving Bitcoin Higher?

1000x Podcast

Crypto
Key Takeaways:
  1. **ETF Flows Are Legit:** The billions pouring into Bitcoin ETFs represent real, broad-based demand, not just arbitrage froth.
  2. **Beware the MSTR Clones:** The rise of leveraged Bitcoin-buying public companies is the biggest near-term systemic risk – watch those premiums.
  3. **RWAs Are Real AF:** Don't sleep on Real World Assets; platforms like Pendle and Maple show explosive growth and represent the next major crypto narrative.
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April 29, 2025

Should VCs Benchmark Against Bitcoin? | Jon Charbonneau

0xResearch

Crypto
Key Takeaways:
  1. Don't Benchmark VCs Against Bitcoin: It's comparing different asset classes with separate goals and risk profiles.
  2. Use Altcoin Baskets Instead: A weighted average of major altcoins (ETH, SOL, etc.) offers a more relevant performance yardstick for crypto VCs.
  3. Know Your Exposure: LPs seeking Bitcoin returns should buy Bitcoin directly; VC funds offer exposure to the venture-style growth potential of crypto beyond Bitcoin.
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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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