Decision fatigue is the real AI governance problem
Every governance tool adds another review queue. The fix isn't more human oversight. It's fewer, better decisions.
Read insightAssembling route context
Loading…
Loading…
Insights / the CGI journal
Category essays, CORE engineering notes and evidence-led perspectives on what happens when organisational context is treated as infrastructure.
Perspective pieces define the problem. Engineering notes inspect the mechanisms and the evidence boundary.
Showing 13 insights
Every governance tool adds another review queue. The fix isn't more human oversight. It's fewer, better decisions.
Read insightProvable knowledge always lost to the cost of building it by hand. That constraint just disappeared.
Read insightAgent memory remembers conversations. Enterprise AI needs shared organisational context with sources, relationships, authority and time.
Read insightA fleet of specialised agents reads as ambition. Usually it is evidence that shared organisational context never became infrastructure.
Read insightMost contradictions have a provable answer already sitting in their lineage. The rest get a human, and the ruling outlives the conversation that triggered it.
Read insightSome automated correction tools patch a hallucination and move on, leaving no trace of what conflicted. What an auditor needs, what conflicted, what won, and why, has to survive the fix, not disappear with it.
Read insightA city chatbot confidently told business owners to break laws that had been settled for years. The bug wasn't bad reasoning. It was that nothing in the system was built to notice its answers had already gone stale.
Read insightA growing design pattern lets one AI system quietly overwrite another's wrong answer and call the flag closed. Swapping one unverified claim for another isn't resolution. It's a second guess with no record of why anyone should trust it.
Read insightNew supervisory guidance explicitly carves generative and agentic AI out of bank model-risk scope. The decisions those systems already make still need a paper trail, regulator or none.
Read insightA 250-leader survey confirms the confidence gap in enterprise AI context is real. What it recommends fixes staleness, not two current sources that flatly disagree.
Read insightA stalled, untrusted AI rollout doesn't wait for a regulator to notice. The accreditation cycle that asks whether you can prove this was never on Brussels' calendar to begin with.
Read insightGoverned memory is becoming a label for four different products solving four different problems. Here's the specific, structural definition CORE was actually built to satisfy.
Read insightRetrieval fixes where an answer comes from, not whether it's still true. A corpus that disagrees with itself doesn't stop an AI from answering. It just adds a citation to the wrong one.
Read insight