AI RESEARCH
X-SYNTH: Beyond Retrieval -- Enterprise Context Synthesis from Observed Human Attention
arXiv CS.AI
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ArXi:2605.15505v1 Announce Type: new In enterprise operations, the context required for an AI agent task is scattered across systems of record, static information s, and communication channels. What is d is system state, a lossy representation of the work that actually happened [2, 52]. The prevailing approach [17, 31, 34, 36] retrieves by matching request content to what is d; for narrow requests this works well.