A couple weeks back I wrote about the federal government forcing Anthropic to pull its two newest AI models, Fable 5 and Mythos 5, offline. That story is still unresolved. But a longtime software engineer named Steve Yegge just published an essay that reframes the whole episode in a way worth sitting with, even if you never read his piece directly.
Yegge’s argument, in plain terms: AI capability is not slowing down behind the scenes. It is still climbing exponentially. What is changing is how much of that climb the rest of us actually see or touch.
He calls it the Flat Curve Society. The smartest, and by extension the most potentially dangerous, models get walled off for a small number of vetted users. Everyone else keeps using last year’s level of capability with incremental polish, and progress starts to feel stalled even though it is not.
He is not entirely wrong about why this is happening. Dario Amodei, Anthropic’s CEO, has said for years that AI would eventually cross a line where its raw capability became a real security problem. The Fable 5 shutdown looked, to a lot of people watching, like the first public proof that line had been reached.
Where I Land on This ⚖️
I do not think we should be afraid of where this is headed. Caging advanced models without a clear, specific reason does not make us safer. It just makes us afraid of what we cannot see, which is its own kind of problem.
I will also say plainly that I am fine with the very top tier staying gated. Anthropic already runs something like this in practice, a program called Project Glasswing, where the model stays behind a fence and only vetted partners get a key.
That fence is not a small corporate test sandbox. The founding partners include AWS, Microsoft, Google, Apple, Cisco, CrowdStrike, and Palo Alto Networks, companies that collectively run a huge share of the actual plumbing of the internet, with dozens more added since launch. If the single most powerful model on the planet needs to stay behind that kind of fence for a while, I will not lose sleep over it.
I do not want a blanket halt to advancement because one model spooked us. We want cures for diseases that have stumped us for decades. We want better lifestyles, less drudgery, more time. We want real progress on environmental problems that have outrun our current tools. Some of us would like to see people on Mars in our lifetime.
None of that requires unrestricted public access to the single most dangerous model in existence. It requires the broad, steady improvement of the tools most people actually use, and that improvement is still happening, gated top or not.
The Real Question Worth Asking 🔍
The fear behind episodes like Fable 5 is real. Amazon’s researchers reportedly found something close to a jailbreak in it. Yegge has a name for the deeper worry, what he calls the discernment horizon.
It is not about checking a model’s work costing more effort than doing it yourself. It is the point where checking stops being possible at all because the work has grown too complex for any human alive to verify. Think about a piece of code, a chemical pathway, or a chip design so advanced that nobody on the planet can tell whether it is safe or quietly walking you off a cliff. That is a real category of risk, and pretending otherwise does not help anyone.
So the question is not whether to be afraid. It is whether the line is being drawn in the right place.
Gating the handful of capabilities that could genuinely cause mass harm is very different from slowing the broad, ordinary progress that gets us better medicine, better infrastructure, and eventually a foothold on another planet. One of those is caution. The other is just fear wearing caution’s coat.
I would rather we learn to tell the two apart than get equally afraid of all of it.
Quick Summary ✅
- The Flat Curve Thesis: Software veteran Steve Yegge posits that frontier AI development continues at an exponential pace behind closed doors, hidden from public consumer view.
- The Discernment Horizon: High-level models are rapidly approaching an operational boundary where their complex technical outputs defy human audit and verification capabilities.
- Project Glasswing Infrastructure: Anthropic operates an exclusive, enterprise-scale security shield backed by internet titans like Apple, Cisco, and CrowdStrike to safely apply unreleased models.
- A Balanced Line: System advocates argue that gating catastrophic security risks does not disrupt the steady, compounding utility of mainstream, public-facing automated workflows.
Related Stories 🔗
- Sometimes the Fix Is a Face-to-Face Conversation
- Why Amazon Says Human-in-the-Loop AI Oversight Is Failing
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This article originally appeared on BereaOnline.com — your home for Madison County news, community events, and local updates.
About the Author ✍️
Dr. Chad Hembree serves as the Executive Director of Spotlight Acting School, The Spotlight Playhouse, and Spotlight Performing Arts. His professional history includes 30 years as a certified network engineer and former technology executive, alongside extensive media experience hosting the nationally syndicated radio program Tech Talk. Having operated BereaOnline.com since 1995, his technology journalism focuses on converting complex digital advancements, cloud infrastructures, and emerging tech trends into clear, practical insights for everyday families and local businesses.
Sources 📌
- The Flat Curve Society Architectural Essays by Steve Yegge (June 2026)
- Anthropic Global Infrastructure Project Glasswing Research Dispatches (May 2026)
- AWS Security Systems Engineering & Threat Assessment Registries (June 2026)