Introducing Engram: Scaling Compute on Your Context

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Introducing Engram: Scaling Compute on Your Context

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Engram is developing AI models that prioritize continuous learning from a user's private data to reduce the need for redundant context processing.

What: Engram is building a system designed to maintain a deep understanding of a user's specific work, code, and documents, aiming to move away from current models that treat each session as a blank slate.

Why it matters: Current AI models are largely stateless, requiring users to re-upload or re-summarize context in every session, which wastes compute and limits the AI's long-term utility.

Original article

Introducing Engram: Scaling compute on your context

We’re Engram. We’re building AI that learns from you and deeply understands your work. Today’s AI models don’t understand what you do. Not really. Everything models know comes from their training –...

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