Gauri Gupta
@gauri__gupta • 6,444 subscribers
co-founder/ceo @neosigma_ai. ex-early @p0 | phd dropout @mit
Videos
The intelligence frontier keeps advancing every day. Are your agents delivering better outcomes on what matters? For enterprises, the promise of agents is more work completed reliably, with less human intervention and a lower cost per successful task. Today, we’re launching NeoSigma and our mission to empower every organization to build their own sovereign intelligence lab. A place to operationalize their knowledge, replay real work, and optimize agents against the outcomes that matter to their business. Where production experience compounds into intelligence the organization owns. We’re starting with NeoEval, our automated evaluation engine. It turns your production data into evaluation environments - that dynamically evolves along with your users, workflows, and frontier. A playground for evaluating and optimizing your agents. Your data. Your institutional knowledge. Now operationalized into evals and compounding intelligence. Stay tuned for the next few days of updates from NeoSigma.
Gauri Gupta208,488 Aufrufe • vor 13 Stunden
We Neo Sigma Ritvik Kapila are building the future of self-improving AI systems! By closing the feedback loop between production data and system improvements, we help teams capture failures, convert them into structured evaluation signals, and use them to drive continuous improvements in agent behavior. We show how our system works on Tau3 bench across retail, telecom, and airline domains. Agent performance on the validation set (with a fixed underlying model, GPT5.4) improves from 0.56 → 0.78 (~40% jump in accuracy).
Gauri Gupta102,811 Aufrufe • vor 7 Monaten
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