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

Vijoy Pandey of Outshift by Cisco lays out his vision for an “Internet of Cognition,” where AI agents can share context, build reputation, and collaborate safely at scale. He offers a useful mental model for superintelligence: progress has to scale in two directions — up, through better individual models, and out, through networks of agents and humans thinking together. The conversation explores how distributed, protocol-driven agent systems could give enterprises fine-grained permissions, auditability, and controlled interfaces, in contrast to today’s centralized frontier models. Vijoy also walks through Cisco’s internal CAPE system of 20 cooperating agents, the open-source AGNTCY project, and a live multi-agent healthcare demo spanning diagnostics, insurance, pharmacy, and scheduling.
LINKS:

AGNTCY Project

Open source multi-agent infrastructure under Linux Foundation governance. Covers discovery, identity, communication, observability. Vijoy walks through the architecture at [00:34:57] and [00:41:17].

Scaling Out Superintelligence Whitepaper

The technical whitepaper detailing the Internet of Cognition architecture, three-layer stack, and cognition state protocols. Referenced at [01:25:40].

Internet of Cognition Interactive Demo

Clickable walkthrough showing per-agent activity, intent, context, and collective reasoning across a multi-agent SRE system. Vijoy demos at [01:26:20].

CAIPE Project (GitHub) 

Cloud Native AI Platform Engineer. Multi-agent system with participation from Adobe, AWS, Cisco, Nike. 20 agents, 100+ tool calls, 10+ workflows. Referenced at [00:11:52].

Sponsors:

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

(04:16) Cisco and networking foundations

(13:34) Jarvis and ASI vision (Part 1)

(18:16) Sponsors: Tasklet | VCX

(21:09) Jarvis and ASI vision (Part 2) (Part 1)

(31:46) Sponsor: Claude

(33:59) Jarvis and ASI vision (Part 2) (Part 2)

(34:00) Practical multi-agent examples

(50:02) Multi-agent plumbing architecture

(01:01:44) Agent identity and TBAC

(01:15:23) Internet of cognition fabric

(01:21:48) Emergent agents and safety

(01:36:52) 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

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