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▶ 4:45 · $ENGRAM · Memory and Continual Learning: Engram's Dan Biderman and Jessy Lin
episode briefing
Sequoia Capital

Memory and Continual Learning: Engram's Dan Biderman and Jessy Lin

2026-06-24 · 1 company · 3 thematic
sentiment
1 bull0 bear0 neu
speakers
dan biderman

Neuroscience PhD from Stanford, former researcher at MosaicML, co-founded Engram to solve memory and continual learning for enterprise AI through adapter-based continual training.

quote
“So, we do a lot of like adapter fine-tuning. So, adapters are many types. Like, I think people have looked into this for decades at this point. Like, whether it's Laura's or prefixes or, you know, sparse architectures. I think like all of…”
—dan biderman
now playing · $ENGRAM
$ENGRAMbullish· high· posdan biderman
Engram founders bet continual learning via adapter training will replace RAG for enterprise AI
Training lightweight adapters on private workspace data enables 100x inference token reduction and implicit knowledge associations that retrieval-based approaches cannot achieve,…