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Deep Cogito
Deep Cogito is a San Francisco AI research company building open-source large language models with hybrid reasoning - the same model can answer instantly or stop to reason before responding. Founded in 2024 by former Google engineer Drishan Arora, the company trains its Cogito models with a method called Iterated Distillation and Amplification (IDA), which lets a model improve by learning from its own reasoning rather than from human labels. Its stated goal is general superintelligence, and its flagship 671B open model competes with the strongest open systems from DeepSeek and Meta.
Drishan Arora
Drishan Arora is the co-founder and CEO of Deep Cogito, a San Francisco AI lab building toward general superintelligence through openly released reasoning models. A former senior engineer at Google who led large language model work for its generative search, Arora left to chase a contrarian bet: that intelligence improves not by searching harder but by building better intuition. His team trained the Cogito family of hybrid reasoning models - which can answer instantly or stop to think - in roughly 75 days, then scaled to a 671-billion-parameter model his company calls the strongest open-weight LLM from a US firm. The method underneath it all, iterated distillation and amplification, lets the models internalize their own reasoning paths and self-improve.