Observed arrival · 2026-09-07
Malintent Detector reads the intent behind negotiation
An intent-assessment API that analyzes a counterpart’s statements and returns a structured, directional reading with confidence, evidence, provenance, and stated limits.
Field notes
The documented workflow takes a situation, a party’s stated intent, and the counterpart’s conversation, then returns JSON readings about divergence, conditions, invitation, confidence, and evidence quality. The example treats a vendor’s 24-month term, exit clawback, and proprietary export format as a connected commitment structure rather than isolated phrases. It also reports 41 categorical readings, proposes a follow-up question, and estimates a $0.23 service cost for the illustrated assessment.
Observed signals
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