Featured Insight
Insights · 2026
NVIDIA Says AGI Has Arrived. But Has AI Passed the Physical-World Test?
Digital intelligence has advanced at extraordinary speed. But if we want to call AI truly general, should it also understand, reason and act reliably in the physical world?
Why a digital AGI benchmark does not prove mastery of the physical world.
Detection, decision and intervention are three different maturity levels in industrial AI.
Why reliability — not capability — is the real test when AI leaves the screen.
85%
of SIF events involve high-energy hazards
40–60
hidden exposures per week per site cluster
60–80%
reduction in critical proximity events
All Insights
Insights · 2026
SIF Prevention
NVIDIA Says AGI Has Arrived. But Has AI Passed the Physical-World Test?
Digital intelligence has advanced at extraordinary speed. But if we want to call AI truly general, should it also understand, reason and act reliably in the physical world?
Insights · 2026
SIF Prevention
Over-Reliance in Safety Technologies: A Risk to Manage, Not a Reason to Delay
Why behavioral adaptation is expected with assistive safety systems — and how leaders can manage it without delaying adoption.
Insights · 2026
SIF Prevention
How CSRD Is Redefining Safety — and Why SIF Risk Intelligence Is Becoming Essential
How CSRD shifts safety governance from reporting outcomes to demonstrating real-time risk control — and why SIF Risk Intelligence is becoming an essential capability.
Insights · 2026
SIF Prevention
The Recency Trap: Why Your Last Incident Shouldn't Define Your Safety Strategy
How exposure-driven safety programs prevent teams from over-indexing on the latest incident and missing high-consequence hazards.