augment-constraint-check-each-candidate-before-committing-answer TEC-0242 · proposedAugment and constraint-check each candidate before committin
After an incremental reason-act-observe loop, the agent refines coarse matches, retries failed or geo-inconsistent calls, and a synthesis step checks the draft against task constraints and admits no fact absent from logged observations.
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.
After an incremental reason-act-observe loop, the agent refines coarse matches, retries failed or geo-inconsistent calls, and a synthesis step checks the draft against task constraints and admits no fact absent from logged observations. Filed by the drafting stage from UrbanAgent: A Tool-Augmented Agent for Cross-System Urban Tasks (2608.03018) 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: Task success rate on UrbanEval: 0.71 overall vs 0.61 for the best baselines (native tool-calling, AutoGen); 64.0% vs 53.5% on the 200 executable queries; incomplete-task failures 20 vs 31-45; valid proactive augmentation rate 0.96 vs 0.84; cost about 3x tokens per success.. 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
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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.