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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

December 17, 2025

Why I’m Shorting $1M of ETH (Again)

Taiki Maeda

Crypto
Key Takeaways:
  1. ETH's current price is likely a function of finite, incentive-driven institutional buying, not organic demand. A significant price correction is probable once this buying pressure subsides, particularly around the January 15th date.
  2. Investors should consider shorting ETH or accumulating cash to prepare for potential market lows. Builders should focus on clear value accrual mechanisms for their own tokens or equity, rather than assuming automatic uplift from underlying infrastructure.
  3. The market is shifting from euphoria to a more rational assessment of value. Understanding the difference between technological utility and asset investment potential is critical for navigating the next 6-12 months.
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December 16, 2025

How Crypto Networks Are Racing to Be the TradFi Chain - Bits + Bips

Unchained

Crypto
Key Takeaways:
  1. Strategic Implication: The "Empire Strikes Back" is real, with TradFi giants building their own tokenized solutions and specialized chains, intensifying competition for public blockchains.
  2. Builder/Investor Note: Focus on infrastructure and applications that enable seamless movement of tokenized "money" between specialized chains. This interoperability is crucial for unlocking capital efficiency.
  3. The "So What?": Despite current market rotation into "value" assets, the long-term trend of institutional tokenization is accelerating. Regulatory clarity in the US will act as a significant accelerant, but competitive forces are already driving adoption.
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December 17, 2025

Robinhood’s Onchain Strategy

Unchained

Crypto
Key Takeaways:
  1. Onchain Convergence: Expect more traditional finance players to build on Ethereum L2s, prioritizing security and customizability while abstracting crypto's technical layers.
  2. Tokenization's Reach: The tokenization of private equity and real-world assets will expand, democratizing access and potentially disrupting traditional fundraising and ownership models.
  3. Product-First Crypto: Builders must prioritize user experience and product utility over underlying blockchain mechanics to drive mainstream adoption in the next 6-12 months.
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December 17, 2025

Lighter vs Hyperliquid: Fees, Fairness, and ADLs - The Chopping Block

Unchained

Crypto
Key Takeaways:
  1. Predictable Risk Management is Paramount: DeFi's long-term success hinges on building transparent, predictable, and fair risk management systems that demonstrably outperform TradFi, especially for institutional players.
  2. Incentive Alignment is Critical: Investors and builders must scrutinize the relationship between DevCo equity and protocol tokens. Misaligned incentives can lead to value destruction for token holders during M&A or other strategic shifts.
  3. The "So What?": The next 6-12 months will see continued innovation in DEX fee models (Lighter's zero-fee tier for retail), RWA derivatives (FX, fixed income), and composability (Lighter's ZKVM sidecar). However, the underlying tension between decentralization ideals and market realities will persist, demanding robust solutions for ADL, governance, and value accrual.
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December 16, 2025

How Hylo Is Accelerating Solana DeFi In 2026 | Plish

Lightspeed

Crypto
Key Takeaways:
  1. Productive Stablecoins are Key: The transition from unproductive to productive stablecoins like hUSD is a significant catalyst for Solana DeFi growth, attracting capital by offering intrinsic yield.
  2. Builders, Simplify Leverage: Hylo's success with xSOL demonstrates the demand for simplified, liquidation-proof leverage products. Builders should focus on making complex DeFi primitives accessible through intuitive design.
  3. The X-Asset Frontier: Hylo's move into XBTC and other X-assets signals a broader trend: tokenizing leverage for diverse crypto assets will be a major growth driver for DeFi in the next 6-12 months.
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December 16, 2025

JPMorgan Goes Onchain as the Fed Cuts & Why Bitcoin Can’t Break Out - Bits + Bips

Unchained

Crypto
Key Takeaways:
  1. Institutional Inevitability: Major financial institutions will continue tokenizing traditional assets, creating a clear, low-risk entry point for TradFi into crypto.
  2. Builder Focus: Build infrastructure that bridges TradFi and crypto, or specialize in high-throughput retail solutions. Regulatory compliance and education are paramount.
  3. Market Patience: Expect continued pressure on high-beta crypto assets until a clear market shift occurs, likely requiring high-beta assets to become oversold and the "value" rally to top out.
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