17%
top-1 accuracy44%
top-5 accuracyState-of-the-art research achieves a model in emotion prediction with 17% top-1 / 44% top-5 accuracy.
Founded by MIT and Harvard graduates, ChipBrain designs the world's best communication-assitance AI to empower you with augmented empathy & persuasion in conversations. At ChipBrain, we are inventing a world where people from different backgrounds can more easily relate to one another: when solving an argument with a partner, when selling a product to a customer, when asking your boss for a raise.
ChipBrain adds more customer data + data augmentation, balancing, loss re-weighting techniques to bump performance up to 33% top-1 / 66% top-3 accuracy.
Multi-modal datasets in artificial intelligence (AI) often capture a third-person perspective, but our embodied human intelligence evolved with sensory input from the egocentric, first-person perspective. Towards embodied AI, we introduce the Egocentric Communications (EgoCom) dataset to advance the state-of-the-art in conversational AI, natural language, audio speech analysis, computer vision, and machine learning.
Read moreOn Facebook, Twitter, Reddit, etc... posts by the majority drown out minorities, simply because there are more people in the majority to upvote them. Learn more about how we solve this problem.
Read moreChipBrain models are trained with confident learning, a new field for machine learning with noisy labels invented by CTO during his PhD (2021) at MIT. Confident learning disambiguates aleatoric and epistemic uncertainty for state-of-the-art emotion understanding.
Read moreOur CTO, Curtis Northcutt, building custom deep learning GPU rigs in the early days
of
ChipBrain.
ChipBrain designs custom-built deep learning gpu rigs and hardware to train our
proprietary empathy AI, emotional intelligence, and conversational AI models. Learn about our AI rigs
We are hiring top technical talent to join our team.
Job Opportunities ChipBrain AI Residency Research Scientist Infrastructure EngineerAsk us anything or just say hello!