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Atlas is the first to demonstrate verifiable graph-based search at scale, proving a query in under a second on the SIFT1M benchmark and in 2.0 seconds at 100 million vectors, while maintaining the recall of plaintext HNSW and revealing nothing about the index beyond the result.
Most privacy-enhancing technologies merely secure the pipelines for inherently harmful functionalities rather than preventing the harms themselves.
