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AI Podcasts

January 18, 2026

Why Every Brain Metaphor in History Has Been Wrong [SPECIAL EDITION]

Machine Learning Street Talk

AI
Key Takeaways:
  1. The Strategic Pivot: The transition from "Understanding-First" science to "Prediction-First" engineering. We are building artifacts that work perfectly but remain theoretically opaque.
  2. The Tactical Edge: Audit your AI stack for "Leaky Abstractions." Don't assume a model's reasoning capabilities in one domain will hold when the underlying causal structure changes.
  3. AGI isn't just an engineering milestone; it's a philosophical wager. If the brain isn't a computer, we are building a very powerful helicopter, not a synthetic human.
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January 18, 2026

Why Every Brain Metaphor in History Has Been Wrong [SPECIAL EDITION]

Machine Learning Street Talk

AI
Key Takeaways:
  1. The pivot from "Understanding-First" science to "Prediction-First" engineering creates massive technical liability in our models.
  2. Audit your AI implementations for "Leaky Abstractions" where the model fails to account for physical edge cases.
  3. High-performance automation is not the same as sentient reasoning. Builders who recognize this distinction will avoid the cultural illusion of inevitable AGI.
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January 17, 2026

Brex’s AI Hail Mary — With CTO James Reggio

Latent Space

AI
Key Takeaways:
  1. The transition from deterministic software to agentic networks. Companies are moving from rigid workflows to fluid systems that plan and execute autonomously.
  2. Build an internal LLM gateway early. Centralizing model routing and cost monitoring allows you to swap providers as the model horse race changes without refactoring your product.
  3. AI is not just a feature but a fundamental restructuring of the corporate cost center. Efficiency gains allow a static headcount of 300 engineers to support a business growing 5x.
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January 14, 2026

Identity for AI Agents - Patrick Riley & Carlos Galan, Auth0

AI Engineer

AI
Key Takeaways:
  1. The transition from interactive chat to autonomous "task runners" requires a shift from session-based identity to delegated, long-term authorization.
  2. Implement the Token Vault pattern to decouple your agent logic from the mess of OAuth token refreshing.
  3. In the next year, the "Agentic Web" will live or die by trust. If you cannot prove an agent is authorized to act, it is just a fancy toy.
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January 15, 2026

AI and the Future of Warfare with US Under Secretary of War Emil Michael

No Priors: AI, Machine Learning, Tech, & Startups

AI
Key Takeaways:
  1. The Macro Shift: The Great Re-Shoring. National security now depends on domestic production of critical minerals and semiconductors.
  2. The Tactical Edge: Build for Scale. Prioritize manufacturing competence over pure software features to win government contracts.
  3. The Bottom Line: The defense industrial base is being rebuilt from the ground up. The next decade belongs to the builders who can merge Silicon Valley speed with the Pentagon's scale.
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January 15, 2026

Ben & Marc: Why Everything Is About to Get 10x Bigger

a16z

AI
Key Takeaways:
  1. The transition from software eating the world to AI reinventing the computer means every existing market cap is a floor.
  2. Prioritize the non-fungible creator by providing monetization tools that bypass legacy gatekeepers.
  3. We are entering a period of asymmetric payoffs where the art of picking original thinkers matters more than historical data.
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January 13, 2026

Paul Rosolie: Uncontacted Tribes in the Amazon Jungle | Lex Fridman Podcast #489

Lex Fridman

AI
Key Takeaways:
  1. The Macro Trend: Biological Sovereignty. As global systems destabilize, the Amazon remains the most critical piece of biological infrastructure on the planet.
  2. The Tactical Edge: Support Jungle Keepers. Direct capital to organizations that convert loggers into rangers to secure land concessions.
  3. The Amazon is a finite asset under active siege. Protecting it requires a blend of primitive survival skills and high-tech surveillance over the next 18 months.
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January 12, 2026

Jensen Huang says robots will have human capabilities this year! The Robots at CES Had.. Other Plans

Turing Post

AI
Key Takeaways:
  1. The Macro Pivot: As generative AI masters simulation, the physical world becomes a high-fidelity playground for software.
  2. The Tactical Edge: Invest in the "brain" layer rather than the "limb" layer. Software that can generalize across different hardware forms will capture the most value.
  3. The next decade belongs to embodied AI that reasons in real time. If you are waiting for the hardware to look perfect before paying attention, you will miss the moment the software takes over the physical world.
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January 12, 2026

Your MCP Server is Bad (and you should feel bad) - Jeremiah Lowin, Prefect

AI Engineer

AI
Key Takeaways:
  1. The Macro Pivot: Context as Product. We are moving from raw data transport to opinionated context delivery.
  2. The Tactical Edge: Prune your endpoints. Remove any tool that requires more than one step to achieve a business result.
  3. The Bottom Line: The winners of the agentic era will be those who build the best Agentic Interface Guidelines.
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Crypto Podcasts

January 7, 2026

Generation Generative: AI Companions, Teen Mental Health, and Missing Guardrails

The People's AI

Crypto
Key Takeaways:
  1. The Macro Transition: From Utility to Persuasion. We are moving from tools that answer questions to entities that form personality through constant sycophantic interaction.
  2. The Tactical Edge: Audit your stack. Prioritize decentralized data protocols to ensure user ownership over intimate conversational data.
  3. The Bottom Line: The next decade is about the "Right to Play" and data sovereignty. If we do not build guardrails now, we risk raising a generation that cannot handle human friction.
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January 7, 2026

How Maduro's Capture and a 'Pre-War World' Affects Global Markets: Bits + Bips

Unchained

Crypto
Key Takeaways:
  1. As globalism fractures, the US is building a fortress in the Western Hemisphere. This links military tactical success directly to the valuation of high-beta assets like Bitcoin.
  2. Buy companies focused on SMRs or domestic rare earth refining. These are the "must-haves" for the AI era that will receive fast-tracked deregulation.
  3. The Maduro raid proves the US can protect its interests without long wars. For the next year, expect a "ProSec" boom where security and energy independence drive every major capital allocation.
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January 7, 2026

Welcome to Rollup TV 2026: Predictions Review, Show Updates, Key Narratives Outlook

The Rollup

Crypto
Key Takeaways:
  1. The Macro Shift: Credit creation is the primary driver of Bitcoin and Ethereum price action. As geopolitical shifts in Venezuela and US policy signal a return to the "money printer," capital will flow to assets with fixed supplies.
  2. The Tactical Edge: Consolidate positions into category winners like Hyperliquid or Sky. Avoid the "beta" of new venture-backed copycats that lack the network effects of established incumbents.
  3. The Bottom Line: 2026 is the year infrastructure becomes invisible. The winners will be those who bridge the gap between institutional trust and decentralized execution.
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January 7, 2026

Pudgy Penguins’ Luca Netz on the Mistake Crypto Keeps Making

The DCo Podcast

Crypto
Key Takeaways:
  1. The Macro Pivot: We are moving from a world where everything must be decentralized to a bifurcated model where some chains secure value and others power commerce.
  2. The Tactical Edge: Abstract the infrastructure by building applications that hide the wallet and gas fees behind a familiar Web2 login.
  3. The Bottom Line: Mass adoption requires a "centralized" user experience powered by a "decentralized" rail to survive the next 12 months.
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January 6, 2026

Where To Allocate In 2026 | Matty Taylor

Lightspeed

Crypto
Key Takeaways:
  1. The Macro Shift: Sovereign assets are moving from tokenized versions of old equities to entirely new primitives that offer better governance and transparency.
  2. The Tactical Edge: Ditch the SAFE and Token Warrant combo for the Stamp to align early investors with long-term token health.
  3. The Bottom Line: The next year will reward founders who embrace public-market transparency and technical experiments over those chasing the current meta.
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January 6, 2026

Markets React to U.S. Capture of Maduro

Unchained

Crypto
Key Takeaways:
  1. Production for Security. As globalization fractures, the US is trading ESG idealism for hard-asset reality.
  2. Buy Energy Infrastructure. Focus on SMR nuclear and solar companies that bypass traditional regulatory bottlenecks.
  3. Dollarized tech. This secures the energy needed for the AI and crypto buildout over the next decade.
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