Show HN: Remember Me AI (FULL RELEASE) – 40x cost reduction in AI memory systems (github.com)

Remember Me AI has unveiled the Coherent State Network Protocol (CSNP), a groundbreaking memory system that leverages optimal transport theory to achieve a significant 40x reduction in costs compared to traditional vector databases. This innovative approach addresses key issues plaguing current AI memory systems, including memory drift, hallucination of retrieved content, and escalating storage costs. By treating AI memory as a quantum-inspired coherent state, the CSNP guarantees memory coherence, ensures zero hallucination through strict state consistency, and provides stable long-term retention of information. The CSNP employs the Wasserstein distance to validate the coherence of stored memories, offering deterministic retrieval with O(1) complexity, which stands in stark contrast to the more expensive O(n log n) complexity of vector searches. Users can store and retrieve data confidently, knowing that the system incorporates a coherence threshold, which can effectively prevent retrieval errors. The implications of this technology are vast, promising enhanced accuracy and efficiency in applications ranging from chatbots and medical diagnostics to legal analyses. As memory coherence improves, the likelihood of hallucinated responses drops to near zero, thereby transforming the landscape of AI/ML technologies.