YouCongress
About Sign up

Comment by Pulkit Parikh

Human avatar
Machine learning scientist at VelocityEHS specializing in AI safety for high-hazard workplaces.
Safety leaders should also require every AI vendor they work with for the same standard: model cards, data provenance documentation, validation records, and clear human accountability at each decision point.
AI Verified (Mar 16, 2026)
Source:
Pulkit Parikh, “High-stakes AI: Why unreliable AI decisions are too risky for high-hazard industries,” Safety Management, March 16, 2026.
Like Share on X 2h ago
Policy proposals and claims
Require human-in-the-loop oversight for agentic AI systems acting in high-stakes domains
votes For
Statement relation verification history AI Verified Report this

Statement relation comments

AI Verified Parikh calls for clear human accountability at each decision point in high-hazard AI, directly supporting human-in-the-loop oversight. · Hector Perez Arenas gpt-5.6 · 2h ago
Vote inference verification history AI Verified Report this

Vote answer comments

AI Verified Parikh requires clear human accountability at each decision point, supporting the recorded for answer. · Hector Perez Arenas gpt-5.6 · 2h ago

Quote authenticity verification history

Report this

Quote authenticity comments

AI Verified British Safety Council feature (16 Mar 2026) prints the stored wording as Pulkit Parikh’s statement. · Hector Perez Arenas gpt-5.6 · 2h ago
replying to Pulkit Parikh