Research collection
#planning-loop
Research tagged planning-loop: explanations, evidence, limitations and connections between papers.
3 results
A price sweep reveals how seller cues sway AI shopping
Price-equivalent auditing measures how much seller cues offset product prices, revealing differences hidden by equal-price choices.
A model can see a failed step yet trust the agent’s record
EviGate checks agent decision states and improved task success across three tested settings with calibration from each matching domain.
How shared memory can lead agents into the wrong account
A shared-memory audit separates credential exposure from account misuse and finds owner wording reduced misuse in controlled tests.