Qwen3.5-plus has been my go-to model for non-autonomous chatbot that runs arbitrary code and shell commands on my local machine for one-off tasks (unlike Claude Code). It has no problem calling tools to run code (that contains tools), and pretty smart, and cheap (though lack of token caching is making it much more expensive than it should be).
> In particular, Qwen3.5-Plus is the hosted version corresponding to Qwen3.5-397B-A17B with more production features, e.g., 1M context length by default, official built-in tools, and adaptive tool use. For more information, please refer to the User Guide.
Reporting spam on GitHub requires you to click a link, specify the type of ticket, write a description of the problem, solve multiple CAPTCHAs of spinning animals, and press Submit. It's absurd.
The Constitution and Founding Fathers are pretty great compared to what we have now.
"At this point, Elbridge Gerry objected to Butler’s earlier-raised proposition that the clause be shifted to a presidential power. Gerry remarked that he never expected to hear in a republic a motion to empower the Executive alone to declare war."
"What is called a republic is not any particular form of government. It is wholly characteristical of the purport, matter or object for which government ought to be instituted, and on which it is to be employed … in this sense it is naturally opposed to the word monarchy, which … means arbitrary power in an individual person; in the exercise of which, himself, and not the res-publica, is the object."
"Overplayed"? Did you see the actual footage of the event? The event in which people attacked Capitol Police and broke into the Capitol and tried to take power by force?
Do you mean "all variants of the same stacked transformer architecture converge in performance"? Or do you know of tests against some other architecture? The diffusion-based LLMs?