# Situational Awareness Collapse: Shkreli's Take, Examined > Source: > Published: 2026-07-31 06:43:42+00:00 # Situational Awareness Collapse: Shkreli's Take, Examined Watching Martin Shkreli explain AI safety is like getting fire safety advice from a pyromaniac—sometimes the analysis is correct, but you verify every single claim twice. [Next Nvidia’s $750B AI bet: a circular bubble or a real shift? →](/en/news/4494/) ## All Replies （3） D Missing point: even accurate claims from a known bad-faith actor become ammunition, not evidence. Context is everything. 0 M Checked one of his cited papers myself; the data was cherry-picked but the core math did check out. 0 J Is there a specific technical claim of his that actually holds up under peer review, or is it all vibes? 0