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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. Autonomous AI agents with system-level access are reshaping the digital economy, shifting value from discrete applications to integrated, personalized AI assistants. This transition will consolidate functionality and demand an "API-first" approach.
  2. Invest in infrastructure and tooling for seamless agent-to-agent and agent-to-API communication, or build agent-native services offering superior, context-aware automation. Cultivate "agent empathy" and focus on high-level design.
  3. The next 6-12 months will see accelerated adoption of personal AI agents, forcing companies to re-evaluate product strategies and security postures. Those embracing agentic paradigms will capture market share, while others risk being left behind.
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 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

Crypto Podcasts

May 26, 2025

Why Analysts Are Valuing ETH All Wrong

Bankless

Crypto
Key Takeaways:
  1. **L1s are Money, Not Stocks:** Stop trying to fit square pegs (L1s) into round holes (DCF models for companies). Their value accrues like money, through network effects and demand for their monetary properties.
  2. **RSOV is Your New Lens:** Use RSOV to gauge the "stickiness" of capital in an L1 ecosystem. A growing RSOV suggests a strengthening monetary base and potentially a rising valuation floor.
  3. **ETH's RSOV Story:** ETH, when viewed through the RSOV lens, appears undervalued relative to assets like Bitcoin, especially considering catalysts like EIP-4844 ("proto-danksharding") and the growth of its L2 ecosystem, which drives ETH's use as a store of value.
See full notes
May 23, 2025

Entering Ethereum’s New Era | Tomasz Stańczak

Bell Curve

Crypto
Key Takeaways:
  1. Aggressive Scaling is Non-Negotiable: The EF is committed to exponential L1 scaling to support a vastly larger on-chain economy.
  2. TradFi Integration is Here: Ethereum is the prime venue for tokenizing real-world assets, bridging traditional finance with decentralized systems.
  3. A Renewed "Winning" Culture: The EF is adopting a more proactive, delivery-focused approach to ensure Ethereum's continued leadership and impact.
See full notes
May 23, 2025

Entering Ethereum’s New Era | Tomasz Stańczak

Empire

Crypto
Key Takeaways:
  1. Aggressive Execution: The Ethereum Foundation is adopting a "winning" mindset, prioritizing product delivery, engineering excellence, and rapid scaling (e.g., 3x annual gas limit increases).
  2. Deepening Capital Markets: Ethereum is solidifying its position as the primary settlement layer for RWAs and the burgeoning on-chain finance sector, attracting significant institutional interest.
  3. Innovation Frontier: Expect new waves of innovation in NFTs (tied to RWAs and AI) and enhanced L2 interoperability, driven by advancements like real-time ZK proofs.
See full notes
May 23, 2025

What’s Next for Our Precious Stablecoins?

blocmates.

Crypto
Key Takeaways:
  1. Stablecoin Shake-Up Looms: Circle's potential sale to Coinbase or Ripple could either fortify Tether's dominance or usher in a new, more controlled USDC, fundamentally altering the competitive landscape.
  2. Decentralization vs. Control: The Sui network freeze post-hack forces a hard look at crypto's soul—is absolute decentralization viable, or will pragmatic interventions become the norm?
  3. Institutional Inflows Demand Real Value: Beyond Bitcoin, the survival and growth of stablecoins and altcoins hinge on delivering tangible utility and robust security, not just speculative narratives.
See full notes
May 23, 2025

Bitcoin Hits New All-Time High! Is the Real Crypto Pump Still Ahead?

Bankless

Crypto
Key Takeaways:
  1. Stablecoin Clarity Fuels Growth: The likely passage of the "Genius Act" in the US will legitimize stablecoins, potentially unlocking trillions in value and significantly benefiting platforms like Ethereum, the current stablecoin hub.
  2. Macro Uncertainty Boosts Bitcoin: Waning confidence in traditional assets like US bonds, driven by deficit concerns, is reinforcing Bitcoin's narrative as "digital gold" and a viable alternative store of value.
  3. L1 Scaling Unlocks Potential: Ethereum's ZK breakthroughs and Solana's consensus upgrades promise dramatically increased throughput and reduced latency, critical for supporting mainstream applications and the next wave of DeFi innovation.
See full notes
May 23, 2025

The Lads Return for the BTC ATH!

Steady Lads Podcast

Crypto
Key Takeaways:
  1. **Bitcoin's Lindy Metric:** Bitcoin's "event-based" exposure relative to gold (currently ~10%) is a novel valuation framework, projected to grow ~5.5% annually.
  2. **Value vs. Hype:** While memecoins and speculative plays surge, assets like Hyperliquid demonstrating tangible cash flow are setting new standards for token utility.
  3. **Sustainable Alpha:** Long-term strategic patience and ethical conduct offer more sustainable success than short-term, "degenerate" trading tactics, with a future focus on real PE ratios for tokens promising fairer markets.
See full notes