glim_detect_ai

shallow

sh.glim/glim · Verify this server

Detect AI-generated text. Scores any text for AI-authorship likelihood and returns an overall verdict (AI / human / mixed) with confidence, the AI/human/AI-assisted fractions, and a segment-by-segment breakdown showing exactly which parts read as AI-written. Use it to verify whether content (comments, articles, profiles) is AI-generated, or to check text before publishing to see which segments would trip AI detectors - revise the flagged segments and re-check. tier='premium' uses the most accurate detection class, additionally flags humanized text (AI output run through paraphrasing/'humanizer' tools), and is substantially more robust to evasion, at ~10x the price of 'standard'. Cost scales with text length: ~$0.06 per 1,000 words standard, ~$0.60 premium; minimum $0.06. Texts under ~100 words are automatically analyzed with the premium class at the standard price.

100.0/100

1 trials · measured 8 days ago

glim_detect_ai scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against sh.glim/glim, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
self-provisionable
Category
Developer infrastructure
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: glim_detect_ai
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glim_detect_ai — Vouch