The problem is that the AI industry has been caught lying about their accomplishments and cheating on tests so much that I can't actually trust them when they say they achieved a result. They have burned all credibility in their pursuit of hype.

I'm all for skeptical inquiry, but "burning all credibility" is an overreaction. We are definitely seeing very unexpected levels of performance in frontier models.