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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 22, 2025

Is The Crypto-Native Era Coming to an End? - Lessons from 10 Years in Crypto

Bankless

Crypto
Key Takeaways:
  1. The transition from "Crypto-Native" to "Invisible Backend" means value accrues to protocols that function like Linux.
  2. Monitor the 2026 IPO window for SpaceX and OpenAI to anticipate a major capital rotation.
  3. Success in the next decade requires building for the 99% who do not care about decentralization.
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December 19, 2025

Crypto Prices Are Down...Builders Aren’t!

Bankless

Crypto
Key Takeaways:
  1. Fiat is failing as a currency, resulting in a push toward assets that maintain or grow purchasing power.
  2. DeFi offers real yield opportunities, making it a compelling alternative for capital preservation.
  3. Traditional finance is validating public blockchains, indicating a significant shift in finance towards crypto integration.
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December 21, 2025

Bittensor Brief #15: $TAO Bull Case + Bitcast SN93

Hash Rate Podcast

Crypto
Key Takeaways:
  1. Strategic Implication: Bittensor's unique decentralized AI model, coupled with Bitcoin-like scarcity and a self-marketing subnet, sets it apart as a foundational AI infrastructure play.
  2. Builder/Investor Note: The $TAO halving creates a significant supply shock. Builders should observe Bitcast's "one-click mining" and AI-powered automation as a blueprint for efficient decentralized applications.
  3. The So What?: The convergence of reduced supply and increased marketing via Bitcast could drive substantial demand for $TAO over the next 6-12 months, making it a critical asset for those tracking the AI and crypto intersection.
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December 19, 2025

Crypto Is Not Dead | Livestream

0xResearch

Crypto
Key Takeaways:
  1. Strategic Implication: The "crypto fund" label will fade. Investors and builders must specialize in specific verticals (fintech, gaming, etc.) that happen to use blockchain, rather than just "crypto."
  2. Builder/Investor Note: Prioritize applications that abstract away crypto for the end-user. For investors, scrutinize projects for clear, sustainable monetization strategies beyond tokenomics.
  3. The "So What?": Over the next 6-12 months, the market will reward projects that successfully bridge the gap to non-crypto users, demonstrating real-world utility and robust business models. Those clinging to cryptonative-only strategies risk irrelevance.
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December 20, 2025

LIVE | Crypto Is Not Dead with Dougie and James from Figment Capital | 0xResearch

0xResearch

Crypto
Key Takeaways:
  1. Strategic Implication: The crypto industry will bifurcate: a speculative, crypto-native segment and a mass-market, application-driven segment. The latter will attract traditional tech and finance, blurring the lines of "crypto" investing.
  2. Builder/Investor Note: Builders must prioritize user experience for non-crypto users. Investors should favor projects with clear revenue models and aligned DAO/Labs incentives.
  3. The So What?: The next 6-12 months will see increased competition from traditional tech, forcing crypto projects to either adapt to mainstream user needs and sustainable business models or risk irrelevance outside their niche.
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December 21, 2025

Bittensor Brief #15: $TAO Bull Case + Bitcast SN93

Hash Rate Podcast

Crypto
Key Takeaways:
  1. Strategic Implication: Bittensor's halving, combined with Bitcast's decentralized marketing, could propel $TAO into a growth trajectory reminiscent of Bitcoin's early post-halving cycles.
  2. Builder/Investor Note: Investors should consider $TAO's potential as a long-term hold, monitoring Bitcast's creator onboarding and campaign volume. Builders can explore creating subnets to address ecosystem needs, leveraging AI for automation.
  3. The "So What?": The next 6-12 months will test if Bittensor can translate its unique tokenomics and subnet innovation into significant market adoption and value, potentially establishing itself as a foundational layer for decentralized AI.
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