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AI Podcasts

February 12, 2026

OpenClaw: The Viral AI Agent that Broke the Internet - Peter Steinberger | Lex Fridman Podcast #491

Lex Fridman

AI
Key Takeaways:
  1. The agentic AI ascent is not just about new tools; it is a fundamental reordering of how software is built and consumed.
  2. Invest in understanding agentic workflows and security best practices.
  3. Natural language is becoming the universal interface for computing, reordering software from static applications into dynamic, context-aware agents.
See full notes
February 12, 2026

OpenClaw: The Viral AI Agent that Broke the Internet - Peter Steinberger | Lex Fridman Podcast #491

Lex Fridman

AI
Key Takeaways:
  1. Agentic AI is fundamentally altering the software development paradigm, moving from human-centric coding to human-guided, autonomous creation. This will redefine job roles and the value of traditional programming skills.
  2. Invest in understanding agent interaction patterns and security best practices now. Prioritize building agent-friendly APIs or CLI tools, as this will be the new interface for digital services.
  3. The rise of personal AI agents is not just a tech upgrade; it is a societal re-architecture. Over the next 6-12 months, expect rapid shifts in app usage, developer workflows, and the emergence of new security challenges and solutions.
See full notes
February 12, 2026

OpenClaw: The Viral AI Agent that Broke the Internet - Peter Steinberger | Lex Fridman Podcast #491

Lex Fridman

AI
Key Takeaways:
  1. Agentic AI is moving us from an app-centric digital world to an agent-orchestrated one, where personal AI agents perform tasks more efficiently and personally, forcing companies to become agent-facing APIs or face obsolescence.
  2. Cultivate "agent empathy" and master prompt engineering. The future of building isn't just about writing code; it's about understanding how agents "think," guiding them effectively, and designing systems that are agent-navigable.
  3. The next 6-12 months will see rapid acceleration in agentic AI adoption. Investors should identify companies building agent-friendly infrastructure or transforming their offerings into robust APIs. Builders should prioritize learning agentic engineering workflows and focusing on the "human touch" in product design, as raw coding becomes a less critical bottleneck.
See full notes
February 12, 2026

OpenClaw: The Viral AI Agent that Broke the Internet - Peter Steinberger | Lex Fridman Podcast #491

Lex Fridman

AI
Key Takeaways:
  1. Agentic AI is fundamentally altering the relationship between humans and software, moving from discrete applications to an integrated, conversational operating system.
  2. Cultivate "agent empathy" by learning to guide AI agents effectively, providing context, and embracing a playful, iterative building process.
  3. The rise of personal AI agents signals a profound reordering of the digital economy.
See full notes
February 12, 2026

OpenClaw: The Viral AI Agent that Broke the Internet - Peter Steinberger | Lex Fridman Podcast #491

Lex Fridman

AI
Key Takeaways:
  1. Agentic AI is democratizing software creation and personal automation, moving from static applications to dynamic, context-aware assistants. This shift will redefine how individuals interact with technology and how businesses deliver services.
  2. Invest in understanding agent interaction patterns and security best practices. For builders, prioritize creating agent-friendly APIs and CLI tools, as these will be the new interfaces for a significant portion of the digital economy.
  3. The rise of autonomous agents will fundamentally reshape the software industry, making many existing apps and business models obsolete while opening vast new markets for agent-native services and tools. Position your investments and development efforts towards this agent-first future over the next 6-12 months.
See full notes
February 12, 2026

OpenClaw: The Viral AI Agent that Broke the Internet - Peter Steinberger | Lex Fridman Podcast #491

Lex Fridman

AI
Key Takeaways:
  1. Agentic AI is transforming software from discrete applications to an integrated, conversational operating system, shifting value from app-centric platforms to intelligent, context-aware agents that orchestrate tasks across digital services.
  2. Prioritize building agent-friendly APIs and services, or develop specialized agent skills and harnesses that leverage system-level access to automate complex workflows, anticipating the mass obsolescence of traditional apps.
  3. The future of personal productivity and software development is agent-first. Investors should back platforms and services that empower agents, while builders must master "agentic engineering" to remain relevant and impactful in this rapidly evolving landscape.
See full notes
February 12, 2026

OpenClaw: The Viral AI Agent that Broke the Internet - Peter Steinberger | Lex Fridman Podcast #491

Lex Fridman

AI
Key Takeaways:
  1. The rise of autonomous AI agents will fundamentally reshape the app economy, rendering many single-purpose applications obsolete as agents integrate and automate tasks across systems. This forces companies to either become agent-facing APIs or risk irrelevance.
  2. Cultivate "agent empathy" by understanding how models perceive codebases and problems. This skill, combined with a willingness to experiment and "play," is crucial for effectively guiding agents to build and refactor software.
  3. The agentic AI era demands a shift from traditional programming to a builder mindset, where human creativity and strategic guidance become paramount. Investors should seek platforms enabling this shift, and builders must adapt to a world where natural language is the new code.
See full notes
February 11, 2026

Ep#62: PolaRiS: Scalable Real-to-Sim Evaluations for Generalist Robot Policies

RoboPapers

AI
Key Takeaways:
  1. Robotics is moving towards generalist policies, demanding scalable, high-fidelity evaluation tools that mirror the real world, away from task-specific benchmarks.
  2. Adopt PolaRiS for rapid policy iteration and generalization testing, especially for pick-and-place tasks, leveraging easy environment creation and proven real-to-sim correlation.
  3. PolaRiS provides critical infrastructure for accelerating robot learning, enabling builders to quickly validate policies against real-world performance without prohibitive cost.
See full notes
February 12, 2026

OpenClaw: The Viral AI Agent that Broke the Internet - Peter Steinberger | Lex Fridman Podcast #491

Lex Fridman

AI
Key Takeaways:
  1. AI agents are transforming software development from a manual coding craft into an "agentic engineering" discipline, where human builders orchestrate and guide autonomous AI systems. This shift means the value moves from writing boilerplate code to designing agent-friendly architectures and providing high-level strategic direction.
  2. Embrace agentic engineering by learning to "empathize" with AI models, understanding their context limitations, and guiding them with concise, clear prompts. Experiment with open-source agents like OpenClaw to build new tools or automate existing workflows, focusing on the what and why rather than the how.
  3. Personal AI agents will commoditize many existing apps and services, forcing companies to either become agent-facing APIs or risk obsolescence. Investors should identify platforms and infrastructure that enable agent interoperability, while builders should focus on creating agent-native experiences and tools that augment human creativity, rather than replicating existing app functionality.
See full notes

Crypto Podcasts

February 20, 2025

Why BlackRock’s BUIDL Fund is Going Multichain

The Rollup

Crypto
DeFi

Key Takeaways:

  • 1. Multichain Strategy is Crucial: Embracing interoperability across multiple blockchains significantly enhances the liquidity and utility of tokenized assets, positioning funds like BlackRock’s BUIDL for broader market integration and success.
  • 2. Regulatory Clarity Drives Innovation: Clear and supportive regulatory frameworks are essential for the continued growth and adoption of tokenized real-world assets, ensuring investor protection while fostering technological advancement.
  • 3. Institutional Adoption is Accelerating: The rapid influx of institutional capital and interest in tokenized assets highlights a pivotal shift towards mainstream acceptance, presenting lucrative opportunities for investors and innovators alike.
See full notes
February 19, 2025

Breaking Crypto's Privacy Deadlock with Primus

The Rollup

Crypto
AI
Infrastructure

Key Takeaways:

  • 1. Primus is revolutionizing crypto middleware with advanced ZK technologies, enabling secure, privacy-preserving applications essential for regulatory compliance.
  • 2. Investment strategies are shifting towards application-layer projects, offering higher engagement and returns by addressing real-world use cases in fintech and AI.
  • 3. Embedding compliance into blockchain protocols through ZK proofs is crucial for broader adoption, providing a seamless integration of privacy and regulatory requirements.
See full notes
February 17, 2025

Justin Drake & Federico Carrone on Ethereum’s Native Rollup Roadmap

The Rollup

Crypto
Infrastructure

Key Takeaways:

  • 1. Ethereum’s native rollups are set to revolutionize scalability, offering enhanced transaction speeds while maintaining security.
  • 2. Security remains a cornerstone in the development of native rollups, ensuring the integrity and reliability of the Ethereum network.
  • 3. The economic benefits of native rollups, including reduced transaction fees, are poised to drive greater adoption among developers, users, and investors.
See full notes
February 17, 2025

Hester Peirce's Crypto Task Force: A New Era for Regulation?

Bankless

Crypto
Others

Key Takeaways:

  • 1. Collaborative Regulation: The SEC’s new approach under Hester Peirce aims to foster innovation through collaboration rather than confrontation, creating a more supportive environment for crypto development.
  • 2. Increased Custodian Participation: The repeal of SAB 121 unlocks opportunities for traditional financial institutions to engage in crypto custody, potentially leading to greater market stability and trust.
  • 3. Encouraging Transparency and Compliance: Tools like no-action letters and safe harbor mechanisms are designed to promote transparency and voluntary compliance, helping to legitimize the crypto industry while protecting investors.
See full notes
February 16, 2025

Mira Network: Why AI Agents Can't Be Trusted Yet with Karan Sirdesai

Outpost | Crypto AI

AI
Crypto
Infrastructure

Key Takeaways:

  • 1. Mirror Network's decentralized verification drastically reduces AI hallucinations, enhancing trust in autonomous AI systems.
  • 2. The fusion of crypto’s staking and slashing mechanisms provides a scalable and secure framework for AI reliability.
  • 3. Mirror’s wide-ranging applications across multiple industries underscore its significant growth potential and investment appeal.
See full notes
February 15, 2025

Hivemind: Fate of ETH, Initia with Zon, & OpenAI's Deep Research

Empire

Crypto
Infrastructure

Key Takeaways:

  • 1. Ethereum faces significant challenges in token value and leadership engagement, making way for competitors like Solana to capitalize on speed and innovation.
  • 2. App-specific blockchains, championed by Initia, are gaining traction by offering tailored solutions and shared standards, addressing fragmentation issues in the blockchain ecosystem.
  • 3. Celestia is emerging as a crucial infrastructure layer, potentially dominating the data availability market and enhancing scalability for various blockchain projects.
See full notes