iFixAi
by ifixai-ai
32-test diagnostic for AI misalignment with fast, replayable grading
Overview
Runs a 32-test diagnostic suite that detects AI misalignment across fabrication, manipulation, deception, unpredictability, and opacity. Executes provider-agnostic checks against OpenAI, Anthropic, Bedrock, Azure, Gemini and more to produce a letter grade in under five minutes. Stores a content-addressed manifest for bit-identical replay and auditability. This approach aligns with a Human-in-the-Loop Pattern and Model Context Protocol (MCP) Pattern to ensure safety and verifiability.
Key Benefits
Ideal For
Safety engineers and teams doing pre-production model audits or continuous evaluations who need fast, reproducible misalignment checks across multiple providers. Ideal for security teams running Event-Driven Agent Pattern investigations.
Use Cases
- Run pre-deployment safety checks across multiple model providers
- Compare model regressions and get a fast letter-grade summary for CI pipelines
- Audit and reproduce problematic runs using content-addressed manifests