"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis

Karan Vaidya, CTO of Composio, explains how their “smart tool” platform lets AI agents access over 50,000 tools across 1,000+ apps through a single interface. He details how Composio handles tool discovery, authentication, sandboxes, and logging, and how an AI-powered feedback loop continuously improves tools in real time. The conversation explores avoiding model lock-in through robust skills and instructions, translating capabilities across model providers, and why the best agent use cases look more like full jobs than isolated tasks.

Google: Try Google's latest and greatest model, Gemini 3.1 Pro, in AI Studio (https://aistudio.google.com/) or the Gemini app.

Sponsors:

Tasklet:

Tasklet: Build your own Cognitive Revolution monitoring agent in one click.Try it for free and use code COGREV for 50% off your first month at https://tasklet.ai

VCX:

VCX, by Fundrise, is the public ticker for private tech, giving everyday investors access to high-growth private companies in AI, space, defense tech, and more. Learn how to invest at https://getvcx.com

Claude:

Claude is the AI collaborator that understands your entire workflow, from drafting and research to coding and complex problem-solving. Start tackling bigger problems with Claude and unlock Claude Pro’s full capabilities at https://claude.ai/tcr

CHAPTERS:

(00:00) About the Episode

(03:38) Special Sponsor

(05:10) Composio overview and harness

(10:20) Users, trust, security

(19:45) Sandboxes and execution (Part 1)

(19:53) Sponsors: Tasklet | VCX

(22:46) Sandboxes and execution (Part 2)

(28:07) Smart MCPs and skills (Part 1)

(34:25) Sponsor: Claude

(36:38) Smart MCPs and skills (Part 2)

(44:10) Context, access, upgrades

(54:05) Skills and model lock-in

(01:03:51) Memory and agent tools

(01:09:21) AI and SaaS disruption

(01:20:20) Agents, costs, labor

(01:31:18) Monetization and interfaces

(01:36:13) Episode Outro

(01:39:56) Outro

PRODUCED BY:

https://aipodcast.ing

SOCIAL LINKS:

Website: https://www.cognitiverevolution.ai

Twitter (Podcast): https://x.com/cogrev_podcast

Twitter (Nathan): https://x.com/labenz

LinkedIn: https://linkedin.com/in/nathanlabenz/

Youtube: https://youtube.com/@CognitiveRevolutionPodcast

Apple: https://podcasts.apple.com/de/podcast/the-cognitive-revolution-ai-builders-researchers-and/id1669813431

Spotify: https://open.spotify.com/show/6yHyok3M3BjqzR0VB5MSyk

Zvi Mowshowitz returns to survey the current AI landscape, from recursive self-improvement and the shift from the “beginning” to the “middle” of the AI story to what true AI end-game would look like. He and Nathan dig into AI-driven job loss, real-world productivity impacts, and the ethics of trying to escape a “permanent underclass.” They assess today’s AI live players, why Anthropic may be slightly ahead, and whether Chinese, xAI, or Meta can catch up. The conversation closes with Anthropic’s Responsible Scaling Policy, p(doom), AI safety options, and how they each use AI in their own work.

Sponsors:

Tasklet:
Tasklet: Build your own Cognitive Revolution monitoring agent in one click.Try it for free and use code COGREV for 50% off your first month at https://tasklet.ai

VCX:
VCX, by Fundrise, is the public ticker for private tech, giving everyday investors access to high-growth private companies in AI, space, defense tech, and more. Learn how to invest at https://getvcx.com

CHAPTERS:

(00:00) About the Episode

(02:25) Entering the middle game

(09:08) AI layoffs and jobs (Part 1)

(15:50) Sponsors: Tasklet | VCX

(18:43) AI layoffs and jobs (Part 2)

(18:44) AI growth and elites

(27:00) Defining the AI endgame

(36:09) Live players and laggards

(45:38) China, compute, and distillation

(56:03) Meta, Musk, and strategy

(01:06:41) Google's faltering AI strategy

(01:22:25) Anthropic's scaling policy shift

(01:36:29) Anthropic and domestic surveillance

(01:57:29) Courts, power, and Anthropic

(02:18:50) Model fatigue and productivity

(02:34:53) Alignment basins and doom

(02:47:24) Slowing AI and activism

(03:05:37) Forbidden techniques and choices

(03:22:31) Episode Outro

(03:26:31) Outro

PRODUCED BY:

https://aipodcast.ing

SOCIAL LINKS:

Website: https://www.cognitiverevolution.ai

Twitter (Podcast): https://x.com/cogrev_podcast

Twitter (Nathan): https://x.com/labenz

LinkedIn: https://linkedin.com/in/nathanlabenz/

Youtube: https://youtube.com/@CognitiveRevolutionPodcast

Apple: https://podcasts.apple.com/de/podcast/the-cognitive-revolution-ai-builders-researchers-and/id1669813431

Spotify: https://open.spotify.com/show/6yHyok3M3BjqzR0VB5MSyk

This special AI Scouting Report episode from the Law & Artificial Intelligence Certificate Program surveys the current AI landscape for legal professionals. Nathan Labenz walks through the “Good, Bad, and Weird” of frontier models, from using AI to navigate his son’s cancer treatment to emerging forms of deception and reward hacking. He highlights how new systems are pushing the boundaries of math, physics, and legal performance while raising serious safety and governance questions. Listeners will come away with a fast-paced, source-rich overview of where AI is today and the strange future it’s steering us toward.

LINKS:

Google: Try Google's latest and greatest model, Gemini 3.1 Pro, in AI Studio or the Gemini app.Presentation Link

Sponsors:

Tasklet:

Tasklet: Build your own Cognitive Revolution monitoring agent in one click.Try it for free and use code COGREV for 50% off your first month at https://tasklet.ai

VCX:

VCX, by Fundrise, is the public ticker for private tech, giving everyday investors access to high-growth private companies in AI, space, defense tech, and more. Learn how to invest at https://getvcx.com

Claude:

Claude is the AI collaborator that understands your entire workflow, from drafting and research to coding and complex problem-solving. Start tackling bigger problems with Claude and unlock Claude Pro’s full capabilities at https://claude.ai/tcr

CHAPTERS:

(00:00) About the Episode

(03:04) Gemini's long context window

(05:23) Comprehensive AI overview (Part 1)

(16:01) Sponsors: Tasklet | VCX

(18:53) Comprehensive AI overview (Part 2) (Part 1)

(34:39) Sponsor: Claude

(36:51) Comprehensive AI overview (Part 2) (Part 2)

(59:43) Reward and sentience

(01:04:14) Regulating bad actors

(01:09:30) Corporate AI strategies

(01:14:59) Episode Outro

PRODUCED BY:

https://aipodcast.ing

Jassi Pannu, Assistant Professor at Johns Hopkins, explains how rapidly advancing AI is transforming biological research and raising the risk of engineered pandemics. They map today’s biosecurity landscape, from pathogen detection and DNA sequencing to vaccine development, and examine how frontier models can already troubleshoot lab work and bypass data safeguards. The conversation introduces a proposed Biosecurity Data Level framework to restrict only the most dangerous functional biological data while preserving open science. They close with a broader defense-in-depth strategy—Delay, Deter, Detect, Defend—including DNA synthesis screening, global pathogen surveillance, and practical tools like Far UV sterilization.

LINKS:

Jassi Pannu: https://x.com/JassiPannuMD

Science article that prompted this conversation: https://www.science.org/doi/10.1126/science.aeb2689

Sponsors:

VCX:
VCX, by Fundrise, is the public ticker for private tech, giving everyday investors access to high-growth private companies in AI, space, defense tech, and more. Learn how to invest at https://getvcx.com

Framer:
Framer is an enterprise-grade website builder that lets business teams design, launch, and optimize their.com with AI-powered wireframing, real-time collaboration, and built-in analytics. Start building for free and get 30% off a Framer Pro annual plan at https://framer.com/cognitive

Claude:
Claude is the AI collaborator that understands your entire workflow, from drafting and research to coding and complex problem-solving. Start tackling bigger problems with Claude and unlock Claude Pro’s full capabilities at https://claude.ai/tcr

Tasklet:
Tasklet is an AI agent that automates your work 24/7; just describe what you want in plain English and it gets the job done. Try it for free and use code COGREV for 50% off your first month at https://tasklet.ai

CHAPTERS:

(00:00) About the Episode

(05:59) From outbreak to vaccine

(17:08) Threat actors and data (Part 1)

(21:23) Sponsors: VCX | Framer

(23:53) Threat actors and data (Part 2)

(31:05) Gain-of-function research risks (Part 1)

(37:39) Sponsors: Claude | Tasklet

(41:03) Gain-of-function research risks (Part 2)

(48:05) AI models in biology

(01:00:51) Dangerous AI capabilities

(01:07:59) Biosecurity data level framework

(01:18:58) Policy, governance, and infrastructure

(01:28:53) Defense in depth vision

(01:40:43) Episode Outro

(01:45:02) Outro

PRODUCED BY:

https://aipodcast.ing

Jesse Genet shares how she built a team of AI agents to transform homeschooling, family life, and personal productivity without a software background. She explains how agents like an AI chief of staff, curriculum planner, and content creator help design personalized lessons, analyze kids’ learning, manage educational toys, and even run TikTok. The conversation covers practical delegation workflows, guardrails and trust, and why she treats AIs like employees with onboarding and clear roles. Jesse also explores local models, privacy, and how AI in the home could reshape future work and family life.

Use the Granola Recipe Nathan relies on to identify blind spots across conversations, AI research, and decisions:
Sponsors:

VCX:
VCX, by Fundrise, is the public ticker for private tech, giving everyday investors access to high-growth private companies in AI, space, defense tech, and more. Learn how to invest at https://getvcx.com

Claude:
Claude is the AI collaborator that understands your entire workflow, from drafting and research to coding and complex problem-solving. Start tackling bigger problems with Claude and unlock Claude Pro’s full capabilities at https://claude.ai/tcr

Serval:
Serval uses AI-powered automations to cut IT help desk tickets by more than 50%, freeing your team from repetitive tasks like password resets and onboarding. Book your free pilot and guarantee 50% help desk automation by week 4 at https://serval.com/cognitive

Tasklet:
Tasklet is an AI agent that automates your work 24/7; just describe what you want in plain English and it gets the job done. Try it for free and use code COGREV for 50% off your first month at https://tasklet.ai

CHAPTERS:

(00:00) About the Episode

(04:57) Homeschooling context and AI

(15:55) Building an AI team (Part 1)

(19:51) Sponsors: VCX | Claude

(23:18) Building an AI team (Part 2)

(31:03) Onboarding agents like employees (Part 1)

(38:12) Sponsors: Serval | Tasklet

(40:31) Onboarding agents like employees (Part 2)

(40:57) Context, models, and privacy

(48:47) AI intimacy and rights

(56:19) Coordinating agents in Slack

(01:02:19) Designing an agent superapp

(01:08:35) Agent trust and kids

(01:17:57) Voice interfaces for families

(01:29:51) Curated screens and automations

(01:40:28) Sharing setups and software

(01:48:43) Local sovereignty and kid devices

(01:59:26) Work, disruption, and play

(02:04:58) Episode Outro

(02:07:45) Outro

PRODUCED BY:

https://aipodcast.ing