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AI Podcasts

December 29, 2025

Beyond the Code: The Books That Shaped the Minds of AI Leaders

Turing Post

AI
Key Takeaways:
  1. The transition from technology push to market pull requires builders to stop focusing on the stack and start obsessing over user psychology.
  2. Apply the Mom Test by asking users about their current workflows instead of pitching your solution. This prevents building expensive features that nobody uses.
  3. The next decade of AI will be won by those who understand the human condition as deeply as they understand the transformer architecture.
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December 29, 2025

Memory in LLMs: Weights and Activations - Jack Morris, Cornell

AI Engineer

AI
Key Takeaways:
  1. The Macro Trend: Moving from "In-Context Learning" to "Weight-Based Memory" to bypass the quadratic costs of attention.
  2. The Tactical Edge: Use synthetic data generation to augment your fine tuning sets and prevent the model from forgetting its base knowledge.
  3. RAG is a stopgap. The long term winners will be those who build "neural file systems" where the model inherently knows the data.
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December 29, 2025

Where does consumer AI stand at the end of 2025?

a16z

AI
Key Takeaways:
  1. The "Everything App" is a myth. We are moving from general chat boxes to agentic workspaces that operate across your entire software stack.
  2. Build opinionated. Use the current model quality to solve one specific, high-value workflow rather than competing for the general assistant crown.
  3. 2026 is the year of the builder. The infrastructure is ready, the compute tension is real for Labs, and the market is hungry for products with a soul.
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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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Crypto Podcasts

December 31, 2025

The Type of Blockchain Banks Actually Want | Canton Network

The DCo Podcast

Crypto
Key Takeaways:
  1. The Macro Transition: Privacy-First Infrastructure. As the novelty of public ledgers fades, the market is moving toward selective transparency where institutions control data visibility.
  2. The Tactical Edge: Audit Canton. Builders should evaluate the Canton Network for any application involving sensitive corporate data or institutional capital flows.
  3. The Bottom Line: Institutional adoption won't happen on public chains as they exist today. The next phase of growth belongs to networks that treat privacy as a foundational requirement for compliance and scale.
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December 31, 2025

The Market Has Already Picked Its Winners for 2026 | Tony Greer

Forward Guidance

Crypto
Key Takeaways:
  1. The Macro Transition: The move from growth at any price to hard assets for a new order is being fueled by a combination of US political shifts and Japanese monetary instability.
  2. The Tactical Edge: Accumulate GDX and XME on pullbacks while avoiding the retail cheerleading traps in silver handles.
  3. The Bottom Line: The next 12 months will reward those who trade breakouts in physical production and energy rather than those clinging to the 2023 tech playbook.
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December 31, 2025

Steady Lads 100th Episode Year End Spectacular w/ Special Guests

Steady Lads Podcast

Crypto
Key Takeaways:
  1. The Macro Pivot: Fiscal dominance is replacing monetary policy as the primary market driver.
  2. The Tactical Edge: Accumulate Bitcoin dominance while shorting legacy "dino" alts that lack cash flow.
  3. The 2026 roadmap favors protocols that act as the plumbing for the AI economy.
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December 31, 2025

27 Crypto Predictions for 2026 (Ethereum Renaissance, BlackRock Chain & More)

Bankless

Crypto
Key Takeaways:
  1. The Macro Transition: Institutional Convergence. Crypto is shedding its speculative skin to become a fundamental asset class. This transition mirrors the 2002 post-bubble internet era where utility replaced hype.
  2. The Tactical Edge: Identify the Compounders. Focus on protocols with durable income and deep moats. Avoid the "L1 rotation" and prioritize DeFi entities integrating with real-world credit markets.
  3. The Bottom Line: 2026 is about survival and positioning. The winners will be those who build sustainable equity value rather than chasing the next speculative token flip.
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December 31, 2025

2026 Crypto Predictions with Haseeb Qureshi

The Rollup

Crypto
Key Takeaways:
  1. Capital is migrating from "AI slop" back to crypto-native fundamentals as interest rates drop and fiscal stimulus kicks in.
  2. Prioritize stablecoin distribution plays and equity perpetuals that utilize RFQ models to minimize funding rate volatility.
  3. 2026 is the year crypto grows up. The winners will be those building functional products that solve the last-mile problem for global finance.
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December 31, 2025

The Rollup 2025 Awards Ceremony & 2026 Market Predictions

The Rollup

Crypto
Key Takeaways:
  1. The merger of institutional distribution and decentralized settlement creates a Neo Finance layer that renders the TradFi versus DeFi debate obsolete.
  2. Prioritize the last mile by integrating stablecoin payment cards or yield bearing assets into existing fintech wrappers.
  3. 2026 belongs to protocols with verified revenue and institutional partnerships. The era of vibe-based valuation is dead.
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