AI (LLM's) is like cloud - the promise of lowered costs to incentivize organizations to migrate, then a few years later your business is paying double what your Colo and skeleton IT costed.
AI will be the same (if it ever achieves its hype, which might be like Tesla FSD) - you lay off half your tech staff, lose your training pipeline, then in a couple years you're paying more than you were.
The toxic "leadership" has always been there - kind of like the racism on the right of politics - it's just that it's viewed as "ok" to be shitty now.
Also, leadership is in quotes because there's not really much of it around, despite angry comments to contrary to follow.