aif-grounded

What problem does it solve?

Reliability gate for answers. Forces evidence-based reasoning, explicit uncertainty, and “insufficient information” instead of guesses. Use when user says “be 100% sure”, “no hallucinations”, “only if verified”, “grounded answer”, or when stakes are high.

Core Features & Use Cases

• Step 1: Classify the request
• Step 2: Define evidence and unknowns
• Step 3: Mandatory verification for changeable facts
• Step 4: Confidence gate
• Step 5: Output format
• Use Case: Applicable to high-stakes domains (security, legal, medical, finance) where verified conclusions are critical and context may be incomplete.

Quick Start

Apply the gate to a high-stakes question by evaluating evidence, listing unknowns, verifying changeable facts, and returning a 100/100 answer or an INSUFFICIENT INFORMATION prompt.