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Jessy Lin
Engram
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Jessy Lin

Engram
@realJessyLin
cofounder @EngramLab | prev PhD @Berkeley_AI
jessylin.com
Joined March 2013
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  • Pinned
    user avatar
    Jessy Lin
    Engram
    @realJessyLin
    Jun 23
    we started a company!! so, we’re tackling continual learning: what’s the learning algorithm to take arbitrary data — documents, conversations, the models’ own experience — and make better models? how do we scale compute in the same way we’ve already seen with pre-training and
    user avatar
    Engram
    @EngramLab
    Jun 23
    Article cover image
    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 –...
  • user avatar
    Jessy Lin
    Engram
    @realJessyLin
    Aug 17
    very proud to share some of our first work at Engram! These days, we have many tools for models to learn and remember: learning knowledge in weights, writing text files, practice with RL, on-policy distillation, etc. We've been thinking about what it would look like to have an
    user avatar
    Engram
    @EngramLab
    Aug 17
    Today we're publishing our first research blog, Understanding a Law Firm through Study. We're sharing a glimpse of a future where agents are trained with native memory:
    Image
  • user avatar
    Jessy Lin
    Engram
    @realJessyLin
    Aug 7
    I’ve been saying for a while that we need better benchmarks for continual learning/memory — I think this is a really exciting step towards this! We’ve built an entire synthetic law firm (𝐂𝐚𝐥𝐝𝐞𝐫𝐰𝐨𝐨𝐝 & 𝐇𝐚𝐫𝐤𝐧𝐞𝐬𝐬 ⚖️), modeled after real legal work – a
    user avatar
    Julio Pereyra
    @ItsJulioPereyra
    Aug 7
    Article cover image
    Article
    LAB: Law Firm Knowledge
    We are open-sourcing our next LAB expansion: a synthetic law firm, Calderwood & Harkness (“C&H” or “the firm”). Built in collaboration with @engramlab, the firm contains work product from more than...
  • user avatar
    Jessy Lin
    Engram
    @realJessyLin
    Jul 16
    engram is nothing without its people 🙏
    user avatar
    Engram
    @EngramLab
    Jul 16
    Our founder @jxmnop recently issued some unfounded claims that got community noted. We deeply apologize for the confusion caused by his original post, the follow-up post, and the follow-up to the follow-up post. Nevertheless, we stand by his conviction in his own takes---and in
  • user avatar
    Jessy Lin
    Engram
    @realJessyLin
    Jul 13
    the team is cooking,, in many ways
    user avatar
    Latent.Space
    @latentspacepod
    Jul 13
    In this episode, @EngramLab co-founder and CEO @dan_biderman joins @allenpark to cook Mediterranean meatballs with yellow rice and talk about building AI that actually learns from you: why long context, RAG, and compaction eventually break down, how Engram compresses knowledge
    Image
    00:00
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