CANADALAND

Scoop: AI Slop Training for Aircraft Mechanics

21 snips
Mar 2, 2026
Gemma Boothroyd, an investigative reporter who used interviews, documents and whistleblowers, digs into a $25M government-funded aircraft mechanic training project. She outlines allegations of plagiarism, use of ChatGPT to patch materials, resulting AI hallucinations, conflicted contractors and gaps in government oversight. The report raises questions about value, safety and who benefited.
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INSIGHT

Canada Faces A Looming Mechanic Shortage

  • Canada faces a shortage of thousands of certified aircraft mechanics in coming years.
  • The government allocated $25 million to scale online mechanic training as a rapid-response measure.
INSIGHT

Training Development Was Outsourced Through Multiple Layers

  • The CCAA subcontracted development of the online mechanic training to GS5 despite limited direct experience.
  • The arrangement created a multi-layered chain: ESDC to CCAA to GS5 for course production.
INSIGHT

Founder Moved Between Startup And Nonprofit Raising Flags

  • Boyd Parsons moved between GS5 and the CCAA, raising conflict-of-interest concerns about funding direction.
  • Parsons worked at CCAA while GS5 later received large government-backed contracts tied to that nonprofit.
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