BiasGuard — AI Decision Auditor (IMDA 95)

GCAE · IMDA AI Verify score: 95 · Neutral · Offline

What It Does

Audit any decision for cognitive biases, hidden assumptions, uncertainty gaps, and logical inconsistencies — powered by the Global Cognitive Audit Engine.

• Bias Detection — 6 cognitive biases: confirmation, overconfidence, sunk cost, anchoring, groupthink, availability
• Assumption Detection — flag vague, unfalsifiable, or missing assumptions
• Uncertainty Assessment — verify branch response plans (ΔD) for every core assumption
• Consistency Check — detect contradictions between decision and assumptions

Quick Start

1. Install the extension
2. Run BiasGuard: Open Decision Audit Panel from Command Palette
3. Enter your decision, assumptions, and branch responses
4. Click Run Audit — get scored results from 4 audit plugins

Requirements

• Python 3.8+ in PATH (standard library only)

License

Copyright © 2026 Shanghai Linming Junhua Technology Co., Ltd. and NOHN AI TECHNOLOGY PTE. LTD.

• Free for individual researchers (non-commercial)
• Enterprise/Govt: requires paid authorization
• Contact: ai@nohnlins.com / ai@tx.nohnlins.com