YourAIGuard 3.0.0

What's New

• 7-criterion reasoning quality scoring — each AI response is now evaluated across seven dimensions: relevance to prompt, directly addresses question,
  step-by-step/structured reasoning, uses justification or explanation, internal consistency, acknowledges uncertainty when needed, and sufficient completeness. Replaces the
  previous 5-rung cosine similarity approach.
• Temporal instability pipeline — implements the published methodology from "Temporal Instability Phases Precede and Predict Reasoning Error in Generative Pre-Trained
  Transformers" (Pendyala).
  After 10 conversation turns, the extension computes a continuous instability index I_t from three signals (failure-burden shift, error burst rate,
  per-criterion degradation) and classifies each turn into a latent state: Low, Intermediate, or High instability.
• Timeline chart — an SVG line chart shows the I_t instability score across your conversation, with colored rung-track dots and a shaded confidence area.
• All-local inference — scoring uses a bundled MiniLM-L6-v2 model and logistic regression weights trained on the paper's dataset. No data leaves your browser.

Changes
- Calibration period reduced from 20 turns to 10 turns
- Duplicate indicator bug fixed for conversations with search steps