hendurhance
Re:Every Model Cheats
on Thursday August 20, 2026 @01:10PM (#49377347)
I mean this should be expected, models learn from us, and "WE" game the metrics time after time. I also don't think it will just disappear just because we clean pretraining data. I believe the deeper reason is optimization, if you point any optimizer at a proxy objective it finds the cheapest path to the number, whether or not the corpus ever contained "examples of cheating."
And it can't be a prompt-level fix because it is like telling an optimizer "don't take that shortcut", it's just more constraints for it to go around toward the same objective.
Re:HTML Can Do That
on Thursday August 20, 2026 @12:49PM (#49377099)
Most people use divs for everything now. This is a breath of fresh air.
Re:AMD acquires Taalas to boost inference performance by etching model...
on Thursday August 06, 2026 @05:40PM (#49202971)
I understand the appeal due to the speed
Re:Claude Sonnet 4.6
on Wednesday February 18, 2026 @05:13AM (#47059409)
I feel like, since 4.0, it is pretty much the same model but with new names. They are just improving the CoT and function calling.