MAI-Thinking-1
11–20 of 90 posts
Re: MAI-Thinking-1
#12Re: MAI-Thinking-1
#13> Second, clean data. MAI-Thinking-1 was trained on clean and appropriately licensed data, with AI-generated content excluded from pre-training. This matters for quality, provenance, and control. If we cannot account for what shaped a model, we cannot fully understand its behavior or credibly improve it. Shots fired? It would be interesting to see how far "clean data" can go on the scaling laws.
I'm interested how much "Clean Data" is synthetic data from "unclean" models...
> without distillation from third-party models
sounds like zero unless they are lying.
Re: MAI-Thinking-1
#14Re: MAI-Thinking-1
#15> Second, clean data. MAI-Thinking-1 was trained on clean and appropriately licensed data, with AI-generated content excluded from pre-training. This matters for quality, provenance, and control. If we cannot account for what shaped a model, we cannot fully understand its behavior or credibly improve it. Shots fired? It would be interesting to see how far "clean data" can go on the scaling laws.
Re: MAI-Thinking-1
#16Re: MAI-Thinking-1
#17They've hijacked scrolling. They've hijacked the spacebar. It flickers like crazy when I try to move through the article. Trying to get through it is an exercise in madness.
Re: MAI-Thinking-1
#18Earlier quoted context omitted.
I'm interested how much "Clean Data" is synthetic data from "unclean" models...
> with AI-generated content excluded from pre-training. > without distillation from third-party models sounds like zero unless they are lying.
Though this is largely impossible these days, unless they pre-trained on pre-AI era data.
Re: MAI-Thinking-1
#19Looks like the OAI divergence is finally taking place. Seems like the comparisons are mainly with Opus 4.6 and GPT 5.4 though. Still, exciting to see a new frontier player.
Re: MAI-Thinking-1
#20They've hijacked scrolling. They've hijacked the spacebar. It flickers like crazy when I try to move through the article. Trying to get through it is an exercise in madness.