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Hebbia - AGI is a product problem

hebbia.ai · 7,949 words · saved by 1 readers

We were promised the most important technology of the century, unprecedented societal change, even the end of life as we know it... …and so far, all we have is a chatbot. A chatbot that has only really transformed 1) cheating on homework and 2) copywriting. A chatbot that hallucinates, regurgitates the internet, and can't process the private information the economy runs on. A chatbot that doesn’t know how to work. Chat was just the beginning. In response to these limitations, Hebbia sought to pioneer a solution. In 2020, we deployed the first operational RAG (Retrieval-Augmented Generation) system – AI that for the first time could read private data. And user after user, query after query – RAG failed to overcome the limitations of chat. For 84% of real-world user queries, RAG, and any chat-based AI failed. The questions that mattered: Foundation models are powerful – and if orchestrated correctly – could already solve almost any task. This isn’t a problem solved with the next model –

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