Pelicans for thinking effort low, medium, high and xhigh (that xhigh one is pretty good): https://tools.simonwillison.net/markdown-svg-renderer#url=ht... I'm still waiting for effort max to finish. EDIT: I fixed a bug in my tooling so it now records summarized reasoning traces - here's that max pelican, which is a significant improvement: https://tools.simonwillison.net/markdown-svg-renderer#url=ht... Took just under…
Claude Fable 5.1 and Claude Mythos 5.1
741–750 of 1001 posts
Re: Claude Fable 5.1 and Claude Mythos 5.1
#742Guys, listen to your feedback please. I hadn't used OpenAI products in quite a while until this issue came around. They seem to have MUCH smarter safeguards than Anthropic does.
Re: Claude Fable 5.1 and Claude Mythos 5.1
#743Fable is too expensive for general use I think this is why it hasn’t received as much attention as expected since Fable came out Developers always work while trying to find ways to work continuously for a 5-hour session without disconnecting. Fable has had the experience of using up all its tokens before I even realized it because the burn rate was too fast. Since then, I always use only Opus. For Fable to become a c…
Fable is much more expensive both in time and tokens for a marginal increase in productivity.
Re: Claude Fable 5.1 and Claude Mythos 5.1
#744(I work at Anthropic) Beyond all the benchmarks, I think Fable 5.1 is a big improvement in writing style. It sounds a lot less stereotypically like other Claude models, has (imho) a much more natural style, and responds to my style instructions more reliably. More work to be done (and we will!) but reading better prose makes me so much happier. Another point I expect not to get much attention until it all happens at…
I have a pet theory that the Opus prose style/smell we all have grown weary of is due at least in part to the models writing more for themselves and each other than for humans. They're packing lots of signal into fewer words and they don't care if it sounds cringe because it works better as glue in long-running tasks. I'm also thinking of the 2017 novel "Void Star" where AIs who operate everything have long since lef…
i am also using Opus for a hobby teaching agent, and the way it writes the prompts is "cringy" but they seem to work well. i almost want it to continue doing this internally, it understands best this way.
Re: Claude Fable 5.1 and Claude Mythos 5.1
#745Earlier quoted context omitted.
While I can't speak for everyone in academia, I personally don't feel comfortable in putting my research questions and outputs to a private website, before the idea is at least arxived. Especially as all the Fable/Mythos prompts are said to be human reviewed. So I believe that, at least in the short run, we might be seeing breakthroughs in hard open problems or in low hanging problems which are not that interesting t…
Isn't it showing a problem with an academia? "I don't want to live in a world where someone else makes the world a better place than we do."
Re: Claude Fable 5.1 and Claude Mythos 5.1
#746Not gonna say I want 5.0 as an option still... but maybe I do.
Re: Claude Fable 5.1 and Claude Mythos 5.1
#747Earlier quoted context omitted.
Have you tried Grok 4.6, if you're focused on token budgets? In a league of it's own for tokens/intelligence.
SuperGrok quota is garbage for anything coding. I burn through my quota in a few hours with very mild use. SuperGrok Plus is slightly better but doesn’t last me more than a few days. Even Claude Max feels leagues more generous in usage… I haven’t tried SuperGrok Heavy because it’s too expensive
Re: Claude Fable 5.1 and Claude Mythos 5.1
#748> For example, in testing by the investment firm Millennium, Fable 5.1 found the cause of a rare crash on their internal systems that none of their engineers (or any other model) had been able to explain after several years of trying. Say what you will about LLM-generated code, but stories like this give me hope that software will never be as buggy as it once was.
Re: Claude Fable 5.1 and Claude Mythos 5.1
#749"Price. Fable 5.1 will cost an estimated 25% less than Fable 5 for typical workloads, wherever usage is billed by token. This is because we’re reducing our pricing on cache reads (where the model reads inputs that have already been processed and stored). For highly agentic work, the savings will often be much larger—up to approximately 45%." Glad to see this!
This is just cache reads. In real usage it costs 15% more than Fable 5 -- all for marginal gains. https://artificialanalysis.ai/
Re: Claude Fable 5.1 and Claude Mythos 5.1
#750Earlier quoted context omitted.
I'm legitimately out of the loop; what is going on/broken with Opus 5?
Fable 5: I give it work, it tells me things that are true and that make sense, it does good work. Opus 5: I give it work, it makes false statements and draws weird conclusions, I correct it and get it on the right track, it thrashes around but gives me something working though usually buggy. 5.6 Sol is probably on par with Opus 5 on ability but at least it doesn't waste as much of my time.