{"schemaVersion":"ready-scan.discovery-surface.v1","id":"urn:readyscan:corpus:buyer-question:telos-labs-q139504398-answer-00ad01205f6c347afb1d","key":"buyer_question:telos-labs-q139504398-answer-00ad01205f6c347afb1d","kind":"buyer_question","slug":"telos-labs-q139504398-answer-00ad01205f6c347afb1d","canonicalUrl":"https://directory.readyscan.ai/corpus/buyer-question/telos-labs-q139504398-answer-00ad01205f6c347afb1d","machineUrl":"https://directory.readyscan.ai/discovery/corpus/buyer-question/telos-labs-q139504398-answer-00ad01205f6c347afb1d.json","datePublished":"2026-10-23","dateModified":"2026-10-23","materialFingerprint":"fnv1a64:517d910dd359cf37","membershipFingerprint":"fnv1a64:a070eaa5fa0ddeeb","relatedEntitySlugs":["telos-labs-q139504398"],"relatedSurfaceKeys":["buyer_question:telos-labs-q139504398-answer-06e9ae91a9e32f506eba","buyer_question:telos-labs-q139504398-answer-63ab225c9e2fed49e7f4","buyer_question:telos-labs-q139504398-answer-ae71a2a51bc6d39e832b","buyer_question:telos-labs-q139504398-answer-ae9d8901e12f1abb7dac","buyer_question:telos-labs-q139504398-answer-e0cf228b718202995587","evidence:telos-labs-q139504398","relationship:telos-labs-q139504398-products-and-services"],"sourceIds":["ready-scan-subjects"],"provenance":[{"snapshotId":"telos-labs-q139504398-content-1c51e5c6dd8b6e4b-snapshot","sourceId":"ready-scan-subjects","sourceRecordId":"Q139504398","sourceRevisionId":"Q139504398:content:aa252b1d1a77730e","sourceContentHash":"fnv1a64:98f6968268ae5fae","recordRevisionId":"Q139504398:content:aa252b1d1a77730e","recordContentHash":"fnv1a64:031008e0da45b75d","sourceCanonicalUrl":"https://www.teloslabs.co/","sourceModifiedAt":"2026-10-23T17:09:01.225Z","observedOn":"2026-10-23","permission":{"basis":"public_information","evidenceUrl":"https://www.teloslabs.co/"},"attributionUrl":"https://www.teloslabs.co/"}],"quality":{"method":"same_kind_unique_trigram_floor","minimumUniqueTrigramRatio":0.3,"status":"passed"},"title":"What's the difference between a cost warning and a hard cap?","summary":"Cited source answers across 1 active corpus record.","question":"What's the difference between a cost warning and a hard cap?","answers":[{"entitySlug":"telos-labs-q139504398","entityName":"Telos Labs","answer":"“A warning is a suggestion, and your heaviest users will click through it. A hard cap enforced on the server stops the action from running until an administrator raises the limit. When evaluating any AI product, ask specifically whether limits can be bypassed, because a limit that can be bypassed is not a limit.”","sourceUrls":["https://www.teloslabs.co/post/five-questions-before-approving-ai/"]}]}