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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 rise of autonomous AI agents is fundamentally reconfiguring the digital economy, transforming traditional software applications into agent-addressable services and democratizing building by lowering the technical bar for creation.
  2. Invest in platforms and tools that prioritize agent-friendly APIs and open-source collaboration, as these will capture the next wave of digital value creation.
  3. Personal AI agents are not just tools; they are a new operating system layer that will redefine how we interact with technology and each other. Understanding this shift is critical for navigating the next 6-12 months of rapid innovation and market disruption.
See full notes
February 11, 2026

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

RoboPapers

AI
Key Takeaways:
  1. Adopt PolaRiS for policy iteration. Builders should use its browser-based scene builder and Gaussian splatting pipeline to quickly create new, diverse evaluation environments from real-world scans.
  2. Integrate minimal, unrelated sim data into policy training to dramatically boost real-to-sim correlation, allowing for faster, cheaper development cycles before costly real-world deployment.
  3. PolaRiS shifts the focus from hand-crafted, task-specific simulations to scalable, real-world-correlated benchmarks, enabling rapid iteration and generalization testing previously impossible in robotics.
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 changing software from discrete applications to an integrated, conversational operating layer, making human intent the primary interface for complex tasks.
  2. Invest in or build platforms that prioritize agent-friendly APIs and open-source collaboration, as these will capture the next wave of user interaction and value generation.
  3. The future of computing is agent-centric; understanding and adapting to this paradigm change is crucial for staying relevant in the quickly evolving tech landscape 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. Autonomous AI agents are shifting software from static apps to dynamic, self-adapting systems. This will redefine the app landscape, as personal agents absorb functions previously requiring dedicated software, forcing companies to become API-first.
  2. Cultivate "agent empathy" by learning to communicate effectively with AI models, understanding their context, and guiding them through complex tasks. This skill is paramount for builders leveraging AI for rapid development.
  3. Agentic AI is a new operating paradigm reshaping how we interact with technology and what it means to "build." Investors should seek projects prioritizing open-source, community-driven development and agent-native design.
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 Macro Shift: AI agents are transforming software from discrete applications into an interconnected, conversational operating layer, shifting the value from app-specific functionality to intelligent orchestration and personalized user experience.
  2. The Tactical Edge: Experiment with agentic engineering by treating AI models as collaborative, context-aware engineers; focus on clear, concise prompts and iterative feedback loops to guide their development process.
  3. The Bottom Line: The future belongs to builders who understand how to design for and collaborate with AI agents, as they will unlock unprecedented efficiency and create new categories of personalized, proactive digital experiences, making traditional apps a relic of the past.
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. 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

Crypto Podcasts

February 14, 2025

An Update On The Solana Thesis | Santiago Santos

Lightspeed

Crypto
Infrastructure

Key Takeaways:

  • 1. Sustainable onboarding strategies focusing on user retention outperform short-term speculative events.
  • 2. Integrating crypto into established businesses can drive broader adoption by enhancing user experience without necessitating direct crypto engagement.
  • 3. Solana’s robust infrastructure and scalability make it a strong contender against Ethereum, presenting significant investment potential.
See full notes
February 13, 2025

Ethereum’s Future, Berachain’s Q5 Launch, and App Revenue | Analyst Round Table

0xResearch

Crypto
Infrastructure
DeFi

Key Takeaways:

  • 1. Bitcoin’s stabilization through ETFs and institutional interest may offer a reliable investment anchor amidst volatile altcoin markets.
  • 2. Ethereum’s advancements in native rollups could redefine its scalability and security, making it a pivotal player for decentralized application development.
  • 3. Emerging Layer 1 chains like Berachain must focus on timely app onboarding and sustainable tokenomics to navigate market challenges and achieve growth.
See full notes
February 13, 2025

Story Protocol Exclusive: AI Agents For Everything, On-Chain IP & Owning Your Data

blocmates.

AI
Crypto
Infrastructure

Key Takeaways:

  • 1. Story Protocol is poised to democratize the $61 trillion IP market through blockchain, significantly lowering barriers to entry and enhancing accessibility.
  • 2. Tokenized and programmable IP on Story enables efficient, transparent licensing and revenue sharing, attracting both creators and investors.
  • 3. Integration with AI agents and strategic partnerships position Story at the forefront of the AI-driven future of IP management, offering substantial investment opportunities.
See full notes
February 10, 2025

Crypto's Ultimate End State With Avery Ching

Empire

Crypto
Infrastructure

Key Takeaways:

  • 1. Aptos Leads with Superior Scalability: Demonstrates industry-leading transaction capabilities, setting a new standard for blockchain performance.
  • 2. Strategic Ecosystem Support: Comprehensive support for developers and a strong regional focus are key drivers for Aptos' growth and adoption.
  • 3. Future-Proof Architecture: Aptos’ vision for interoperability and fewer, more efficient chains highlights its commitment to sustainable blockchain infrastructure.
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February 10, 2025

Jeffrey "Jiho" Zirlin: Ronin Goes Permissionless

Delphi Digital

Crypto
Infrastructure
DeFi

Key Takeaways:

  • 1. Strategic Infrastructure Development: Building tailored blockchain solutions like Ronin is crucial for scaling successful blockchain games and attracting high-quality projects.
  • 2. Quality-Driven Ecosystem Growth: Focusing on curated partnerships ensures sustainable growth and robust economic models, setting the foundation for long-term success.
  • 3. Innovative Tokenomics: Advanced economic strategies and dynamic NFTs are essential for creating resilient and engaging play-to-earn ecosystems, driving user retention and market stability.
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February 8, 2025

NS032 - dTAO Governance :: Vote in Progress :: Major Network Upgrade

Opentensor Foundation

DeFi
Crypto
Infrastructure

Key Takeaways:

  • 1. Strategic Scaling: The dTAO vote introduces a robust framework for subnet expansion, balancing rapid growth with economic stability.
  • 2. Stable Tokenomics: The EMA-based TOA emission design ensures fair and tamper-resistant token distribution, safeguarding investor interests.
  • 3. Decentralized Governance: Active community participation is crucial for successful network upgrades, reinforcing BitTensor’s decentralized ethos.
See full notes