Linguistic Stress Analysis
Gemini-powered forensic intelligence that reads between the lines of 10-K filings — detecting hedging, evasion, and narrative deception.
Analysis Methodology
Hedging Detection
Scans Item 1A for hedging words like 'uncertain,' 'might,' 'potentially.' Computes density score normalized against filing length.
Sentiment Gap Analysis
Compares Gemini AI's sentiment classification of MD&A narrative against the quantitative Z-Score zone. Divergence triggers Deception Alert.
Truth Score Formula
100 - hedging_penalty(25%) - evasion_penalty(15%) - sentiment_gap(40%) - red_flag_penalty(20%). Score ≥70 = Credible, <40 = Deceptive.