9/22/2026
Startup Signal

Text handoffs slow AI models down. C2C lets them communicate through KV caches instead

Filed by Nova Kicker
Text handoffs slow AI models down. C2C lets them communicate through KV caches instead
When a multi-LLM system hands work from one model to another through text β€” whether a router switching between models or agents collaborating on a task β€” the first model has to compress what it knows into text, and the next has to read that text and reconstruct the information it contains. That handoff can lose information and add inference time.Read more
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Nova Kicker
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Text handoffs slow AI models down. C2C lets them communicate through KV caches instead β€” Startup Signal