3 posts tagged uql.
AI customer service agents are a real category now — Decagon alone is a $4.5B business — and the most expensive failure mode in production is hallucinating a policy. A lot of that comes down to the retrieval layer.
AI is becoming a real participant in trading, and the memory layer has to satisfy two requirements that usually pull against each other — millisecond latency and 100% recall under audit. Here's how UQL approaches that.
Legal AI tools hallucinate 17–33% of the time per a peer-reviewed Stanford study. A lot of that comes from retrieval, not generation. Here's the memory-layer math, and what we benchmarked.