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MIT CSAIL Director Daniela Rus & OpenAI CEO Sam Altman discussing the future of autonomous agents: bit.ly/3Qi3Eo2

Capsa makes any AI model aware of what it doesn't know in a matter of seconds. Detect failures and improve model reliability with an industry-leading level of generality — across any model, data, or task. Watch how it's used for MNIST, AVs, and LLMs: youtube.com/watch?v=MxhJLm…

Detect and eliminate LLM hallucinations with Capsa. Transform any multi-billion parameter LLM into an uncertainty-aware variant within a matter of seconds. More information: arxiv.org/abs/2311.15451 Full video: youtube.com/watch?v=MxhJLm…

Make any self-driving car know what it doesn’t know with Capsa. Detect AV failures in real-time, before they happen Discover incorrect data, quickly build cleaner datasets Improve model reliability + build safer vehicles Full video: youtube.com/watch?v=MxhJLm…

Detect failures and train your AI model to quickly overcome them with Capsa. Quickly surpass state-of-the-art performance on any AI model — even on the most challenging edge-cases during deployment. Watch a full demo of Capsa — from MNIST, to LLMs — here:

Capsa converts arbitrary LLMs into variants able to provide token-level uncertainty values at inference time. See how this information relates to accuracy and hallucinations in this quick demonstration. More information: arxiv.org/abs/2311.15451 Full video: