Deterministic Networks, Learned Control Planes

Vijoy Pandey contrasts deterministic data transport with ML-assisted control planes, anomaly detection, traffic prediction, and operational software across Cisco.

Play episode from 09:35

chevron_right

Transcript

chevron_right

Transcript

Episode notes

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 CAIPE 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