Evidence-backed signal

Production-domain software environments and human-defined business rules are becoming direct inputs to frontier-agent training and evaluation, strengthening a feedback path from Software/Human into Research/Models/Agents.

supported inference 90% confidence increasing

Downward provenance

event

OpenAI trains computer-use agents inside Ironclad workflows

Tue Oct 06 2026 00:00:00 GMT+0000 (Coordinated Universal Time)
96% confidence
artifact

OpenAI and Ironclad domain-software training collaboration

research_collaboration
art-openai-ironclad-domain-training-20261006
original source

Advancing computer use with Ironclad

OpenAI
src-openai-ironclad-20261006