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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

February 13, 2026

Why MegaETH Is Delaying Its Token Launch After Going Live on Mainnet

Unchained

Crypto
Key Takeaways:
  1. The industry shifts from speculative infrastructure to chains prioritizing real user experiences and sustainable models.
  2. Builders should create "10x applications" only possible on high-performance chains like MegaETH, utilizing ultra-low latency and abundant block space for novel experiences in DeFi, gaming, social.
  3. MegaETH's patient, app-first approach, backed by a performance-driven architecture and stablecoin-centric economic model, positions it to capture mainstream users and capital as the market demands utility.
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February 13, 2026

Why Regulatory Clarity for Developers Will Decide Where Capital Flows: DEX in the City

Unchained

Crypto
Key Takeaways:
  1. The ongoing legislative push for crypto market structure is not just about compliance; it's about defining the very nature of digital innovation. The distinction between neutral software and regulated financial services will determine where talent and capital flow for the next decade.
  2. Engage with policy discussions around the BRCA and similar legislation. Support organizations advocating for clear, principles-based regulation that protects open source development, ensuring your projects operate within a predictable legal framework.
  3. Regulatory clarity for developers is the bedrock for crypto's future. Without it, innovation stalls, talent leaves, and the industry remains trapped in a legal gray area, unable to deliver on its promise of a more open and efficient financial system over the next 6-12 months.
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February 13, 2026

Crypto Is Fragmented — And Transactions Are Breaking Because of It

The DCo Podcast

Crypto
Key Takeaways:
  1. The inevitable migration of real-world assets onto blockchain networks (tokenization) is currently bottlenecked by the technical friction of a fragmented multi-chain environment.
  2. Investigate protocols building multi-chain transaction rails that abstract away complexity. These solutions will capture significant value by enabling seamless asset flow.
  3. The ability to execute complex cross-chain operations in a single, secure transaction is a critical infrastructure piece. This will unlock the next wave of tokenized financial products and drive mainstream adoption over the next 6-12 months.
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February 14, 2026

Bittensor Brief #19: LeadPoet Subnet 71

Hash Rate Podcast

Crypto
Key Takeaways:
  1. AI-driven intent detection, powered by decentralized networks, is transforming sales from a volume game to a precision operation.
  2. Investigate AI-powered lead generation platforms that prioritize buyer intent and real-time validation.
  3. The future of sales is about quality conversations, not quantity of calls. Prioritizing high-signal leads will define competitive advantage in the next 6-12 months.
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February 13, 2026

The Clarity Act, State of Crypto VC & LayerZero Launches Zero | Weekly Roundup

Empire

Crypto
Key Takeaways:
  1. The crypto industry is transitioning from a purely speculative, crypto-native phase to one deeply intertwined with traditional finance, driven by regulatory pushes and VC capital seeking tangible, compliant use cases.
  2. Engage with policymakers: Call your representatives and advocate for clear, innovation-friendly crypto regulation. Your voice matters more than you think in shaping the final bill.
  3. The next 6-12 months will define crypto's regulatory foundation in the US, impacting everything from stablecoin utility to DeFi developer liability.
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February 13, 2026

What Makes a Good Token? | Roundup

Bell Curve

Crypto
Key Takeaways:
  1. Token Taxonomy: Old token categories (utility, governance, network) are increasingly irrelevant. Investors now evaluate tokens with equity-like frameworks, focusing on product usage and future growth.
  2. Market Demand: Financial markets currently reward projects implementing token buybacks. This addresses a low-trust environment where investors seek clear, demonstrable value accrual.
  3. Core Value: A token's price ultimately depends on a good business and a product people use. Without genuine demand, buybacks alone are insufficient to offset token emissions or create lasting value.
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