Twitter/X

On 2026-06-24 Kleiner Perkins amplified a video of EngramLab co‑founders Dan…

Brief

EngramLab's co‑founders Dan Biderman and Sabri Eyuboglu appeared with @LM_Braswell (video posted 2026-06-24) to describe a persistent-memory approach that 'learns your world once' and reportedly matches frontier systems using just 1–10% of tokens. Kleiner Perkins highlighted the demo and said Microsoft, Notion, and Harvey are piloting the tech.

Why it matters

On 2026-06-24 Kleiner Perkins amplified a video of EngramLab co‑founders Dan Biderman (CEO) and Sabri Eyuboglu (CTO) talking technical direction with @LM_Braswell on Twitter/X.

Key details

  • EngramLab says its system 'learns your world once' and reuses that persistent memory, matching frontier systems while using only 1–10% of the tokens.
  • Microsoft, Notion, and Harvey are already testing EngramLab inside their organizations.
Source evidence

Dan and Sabri sat down with @LM_Braswell to talk about our technical direction. Thanks for having us!

Kleiner Perkins (@kleinerperkins)

The models we use every day are brilliant strangers. They forget your organization the moment a chat ends, then relearn it on the next query.

@EngramLab fixes that. It learns your world once and reuses that memory, matching frontier systems on 1-10% of the tokens.

@Microsoft, @NotionHQ, and @Harvey are already testing it within their organizations.

Congratulations to the team, and hear directly from @danbiderman (CEO and co-founder) and Sabri Eyuboglu (CTO and co-founder) with @LMBraswell ⬇️

Video

— https://nitter.net/kleinerperkins/status/2069788333937688818#m