Unverified50% confidenceFactExact time
BLACKBOX distinguishes cold investigations from hot investigations: a cold investigation starts from an alert and traverses the graph to discover relevant context; a hot investigation uses previously written postmortems and findings to recall learned knowledge and reduce unnecessary tool calls.
1
Sources
50%
Confidence
Long-term
Relevance
10/18/2026
First Seen
Sources
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Related Claims
UnverifiedMainstream industry approaches to the exploration-exploitation tradeoff include difficulty-stratified sampling, dynamically adjusting the proportion of difficult problems, and temporarily increasing sampling temperature during the exploration phase.63% similarUnverified冷启动优化往往与隔离强度存在权衡：越激进的复用与快照策略，越需要仔细评估租户间信息泄露与逃逸风险。62% similarUnverifiedThere is a gap between efficient exploration (reducing redundant paths) and effective evidence utilization—reducing repetition does not equate to making good use of evidence.59% similar
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