not OP but usually for me this means long verification loop; waiting 10min on CI checks, that kind of thing, rather than actual 1hr wall clock of token generation
After seeing the last few releases for GPT and Claude, I’m not sure how anyone (else) is gonna build a durable advantage on proprietary model quality.
The capabilities of the top labs’ models have improved so much in just the last few releases, and I definitely foresee a world where they gate those models away behind 1st-party harnesses/tooling.
But in many agent-skeptical pieces, I keep seeing this specific sentiment that “agent-written code is not production-ready,” and that just feels… wrong!
It’s just completely insane to me to look at the output of Claude code or Codex with frontier models and say “no, nothing that comes out of this can go straight to prod — I need to review every line.”
Yes, there are still issues, and yes, keeping mental context of your codebase’s architecture is critical, but I’m sorry, it just feels borderline archaic to pretend we’re gonna live in a world where these agents have to have a human poring over every single line they commit.
Meta has shown a willingness to offer 9-digit pay packages to individual researchers. Even if they completely scrap the product, an acquihire of even a handful of Manus' top engineers/scientists here is totally in line with that kind of cash.
Cool. Good luck on both that and Anubis generally — seems like you’ve found something that’s both a meaningful benefit to the common good AND could maybe make a buncha money, or at least enough to pay for development, which is awesome.
Social media isn't totally global, though -- I would be interested to see this youth mental health data correlated with smartphone uptake in a given country.
Yeah, there's a reason Amazon is on or near the top of those "which institutions do you trust most?" polls. Regardless of what you think about the company's practices/dominance/anything else, there is a lot to love about consistency.