Goodfire

Goodfire is an AI research lab and software company specializing in mechanistic interpretability, a field dedicated to understanding and controlling the internal workings of complex neural networks. The company's flagship platform, Ember, allows researchers and developers to decode and edit the internal representations of AI models, transforming them from 'black boxes' into transparent, steerable systems. In the life sciences, Goodfire has demonstrated the power of its technology by reverse-engineering biological foundation models to discover novel scientific insights, such as identifying a new class of Alzheimer's biomarkers in collaboration with partners like the Mayo Clinic and Arc Institute. Founded by a team of experts from OpenAI and Google DeepMind, Goodfire operates as a Public Benefit Corporation and is backed by over $200 million in venture capital to bridge the gap between AI development and scientific discovery.