the order here is backwards. publish the package first and let people apply without committing. right now GitLab gets the signal before employees even get the terms.
similar idea, but the failure mode is better. a branch mispredict burns cycles. a bad guess here usually just means no bonus tokens.
https://arxiv.org/abs/2211.17192
As long as you're not bound on parallelism or bandwidth then it's "free", but if you're constrained on either resource then your lighter predictor model just needs to save you more cycles than it congests on average.
A bad guess still costs cycles, but the penalty is smaller compared to branch mispredict in the current state. But if we have some kind of pipelining, like if we have something that assumed the speculative decode is correct, then it'll be expensive again.
...but without the web's accessibility options, without good text editing, with very basic customisation options, requiring trusted compute instead of working in a sandbox...
They're a long way from web apps, far worse on most axes.
radiology already had its "AI beats doctors" moment. radiologists are still here. what changed first was the workflow, not the specialty. er is probably next.
no programming it's still just tool use for CRUD applications with react and tailwind
complex systems programming is just so unreliable and foolish to use LLMs to do anything important
companies adopting it for more safety critical systems are just already seeing the problems pile on and we're seeing news about it almost every day on Hacker News
If the tool can make something look smart but isn't necessarily correct, lazy employed humans will just defer to it, especially when their lazy greedy bosses tell them to, and everybody loses over time (except the stakeholders that just jump companies anyway after they made their money)
It's just sad to see these really unwise and inexperienced sentiments repeated ad nauseam
Editorial Advisory Council: https://info.arxiv.org/about/people/editorial_advisory_counc...
Moderation standards: https://info.arxiv.org/help/moderation/index.html
Thomas Dietterich's thread: https://x.com/tdietterich/status/2055000956144935055