Launching today
Causal Safety Engine

Causal Safety Engine

AI that prefers silence over unsafe decisions

2 followers

This is not an AI assistant. It does not recommend actions. It does not optimize behavior. It's a causal safety engine designed to validate causal evidence and block unsafe automation in high-risk AI systems. When causal identifiability is insufficient, the engine intentionally produces no output. Silence is treated as a correct and safe outcome.
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Free
Launch Team / Built With
Checkmarx Developer Assist for AI IDEs
Security linter for vibe coding: fix vulns as you build
Promoted

What do you think? …

Emiliano Muharremi
Hi Product Hunt 👋 I built this causal safety engine after seeing too many AI systems move from correlation to action too quickly. Most pipelines optimize early and ask safety questions later. This engine does the opposite. The causal safety engine is designed to validate causal evidence and block unsafe automation in high-risk AI systems. It does not recommend actions, does not optimize behavior, and does not generate decisions. When causal identifiability is insufficient, the correct outcome is silence. No insights promoted. No actions suggested. Happy to answer deep technical questions or discuss causal safety, governance, and regulated AI.