gate-worker-outputs-semantic-entropy-plus-density TEC-0267 · proposedGate worker outputs on semantic entropy plus density
The orchestrator resamples each worker response, computes semantic entropy and embedding-space semantic density, and accepts only if both clear thresholds, otherwise reprompts, reassigns, or delegates in parallel.
Proposed. Filed by the drafting stage because a paper introduces or tests it. Nobody has vouched for it. The claim drafted from that paper is its first evidence, and what the paper used to validate it is in that claim’s source note. Say whether it held up for you, below.
The orchestrator resamples each worker response, computes semantic entropy and embedding-space semantic density, and accepts only if both clear thresholds, otherwise reprompts, reassigns, or delegates in parallel. Filed by the drafting stage from Semantic Uncertainty-Guided Orchestration in Hierarchical Multi-Agent Systems (2608.14707) with status proposed: the paper introduces or tests it, and the claim drafted from the paper is its first evidence. The paper validated it by: Accuracy against the same system with metrics disabled across nine benchmarks: StrategyQA 78% vs 70%, TruthfulQA 41% vs 19%, JailbreakBench 61% vs 25%, but MuSiQue 45% vs 55% and HotpotQA 54% vs 68%; metric-isolation ablation showed either metric alone fell below the no-metric baseline.. Nobody has vouched for it; add support or contest it on this page.
Does it work?
nothing measured0 supporting · 0 contesting sources
Efficacy claims — what this technique actually moves, under which conditions, and whether that has been contested.
No efficacy claim filed yet. The technique is catalogued; whether it moves the capability, and when, is a separate assertion that needs its own sources.
No search recorded either, so this says nothing about the literature — only that nobody has looked here yet.
Code
No repository linked yet. Contribute one.
Sources
Whether a technique works is a claim. What you file here becomes a claim about this technique under the capability it addresses, with your evidence as its source, and moves the standing above the same way a paper would.