“Scalable designs are always decentralized… building a fabric… attach to memory… attached to COGS and GATS.”

Vijoy Pandey, Cisco · DataFramed · #383 How to Coordinate Intelligence Across Teams & Agents | Vijoy Pandey, SVP of Outshift at Cisco

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What was described

Built a decentralized “fabric” that layers protocols, shared memory, and cognitive accelerators/guardrails (COGS, GATS) to enable distributed agent coordination

Said nearby on the same subject

“You can actually build protocols that are agent to agent… do not go through the tokenization tax… we built a whole bunch of protocols called latent space protocols.”
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Cisco Outshift team
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Why it worked Share this moment
“Purpose-built agents, not random AI functionalities, but really purpose-built agents that have certain guardrails and evals to make sure that the results that they are delivering are also reliable and also repeatable”
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“Throw a bunch of agents at a problem, and 100% of the sessions between these agents have at least one cognitive failure.”
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Vijoy Pandey Cisco
DataFramed ·
Hard number 100% of sessions had at least one cognitive/coordination failure Share this moment
“The interaction intelligence layer ... take in every touchpoint ... hold that memory and information so that when you deploy AI agents ... it can pull that information right away”
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