At Spiral Works, our mission is to build the first post-backpropagation foundation model for cybersecurity.
We aim to solve the most critical, unaddressed problem in cybersecurity: threat hunting automation using our foundation model.
Leveraging a novel lifelong learning AI paradigm that goes beyond traditional backpropagation and the most extensive threat knowledge base available in industry, the Wintermute plug-and-play API powers the underlying ML logic of security solutions seamlessly.
We are a cross-disciplinary team with backgrounds in theoretical ML research/eng, SWE and security research.
We believe that the path to true intelligent AI lies in cross-disciplinary first-principles focusing on intentional research.
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