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Eric Ho

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  1. Sequoia Capital47 min

    Mapping the Mind of a Neural Net: Goodfire’s Eric Ho on the Future of Interpretability

    Eric Ho, Sonya Huang, Roelof Botha

    Founded by Eric Ho, Goodfire is an independent AI interpretability firm utilizing mechanistic techniques to transform neural networks from opaque black boxes into surgically editable systems. The company has secured strategic investment from Anthropic and assembled a team including former DeepMind and OpenAI researchers to develop tools like the "Ember" interface, which allows for precise latent space manipulation. Operating on the prediction that full neural decoding will be achieved by 2028, Goodfire applies these capabilities to diverse fields ranging from genomic analysis with the Arc Institute to legal auditing and enterprise automation.

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