Around 900 people are killed at work every day, and most of it comes down to how the work was planned, judged or done not to a machine failing. Universities need real capstone clients. Graduates want work that matters and cannot get near it. Each of those shortages is what another one needs.
Put them next to each other and they turn out to be one shape.
Not knowledge of the causes — those are documented and familiar. What is missing is first-hand evidence of how they keep recurring inside operations that are, by every formal measure, well run.
Corporate sponsors who arrive with a brief, a named contact and a defined deliverable — rather than a logo, a guest lecture and a vague invitation to engage with industry.
Not education. Something concrete to point at, and a named person who can vouch for what they actually did. 42% of recent US graduates are working jobs that never required their degree.
More than seven in ten oil and gas accidents involve a human or organisational cause rather than an equipment failure. That is not a claim about carelessness it means the cause sits in the part of the job no system records. These are the findings investigations keep arriving at, written the way they appear in a report.
The crew was doing this procedure for the first time, at the equipment.
The person who knew how to do it that way retired in March.
They have only ever practised it going right. Nobody rehearses the bad day.
We told them — but we never verified they could actually do it.
The permit did not cover the entire job, and nobody verified the isolation.
He skipped a step, on the wrong asset, and nobody saw it.
It happened before. Nothing changed. So it happened again.
None of this is secret. Any safety professional recognises all seven within seconds. The shortage is not knowledge — it is structured, first-hand evidence of how they keep recurring, gathered by people with nothing to sell.
It would be convenient to present this as a rebuttal to the criticism of AI. It is not, and pretending otherwise would be the sort of move that earns the criticism in the first place.
The most likely way this fails is not weak research. It is one student somewhere representing it as something other than what it is. So the rules are public, and the sponsorship is on the record.
Ten degree programmes. Nothing in the design depends on these particular institutions, on North America, or on oil and gas — which is why we are opening it to more universities for the next intake.
Universities can explore hosting a future cohort. Students can register their interest in meaningful research experience. Operations, safety and training professionals can contribute their first-hand knowledge through a structured interview.
Whatever your role, the Fellowship team will explain how you can participate, how the research works, and what you will receive in return.
