Google DeepMind

“In this particular case, you know, the hardest task we were working on, we got like to five percent performance with Gemini, 1.5 flash. This was a while ago. And then when we added on the reasoning strategies, we went from five percent to 95%.”

“The lesson I've learned from all the alpha projects we've done, specifically alpha go and alpha fold is I think the techniques we have and the problems I look like to look for are great in, if this, if the situation can be described as massive combinatorial se…”

“It could be that there's still one or two big ideas left that need to be cracked. I don't think it's more than one or two, if there are out there. And I think You know, my betting is about fifty-fifty if that's the case.”

“For now, what we've decided is that our edge models, the things we want to use for Android, and glasses, and robotics it's best that they're open models. Because they're vulnerable anyway on the, once you put them out on the surfaces, so they might as well be …”

“But I think for now there's the assumption we make is that, you know, a year later after one of our leading, you know, pro models or frontier models goes out half a year later, you'll have them in the, The really tiny, almost edge models.”

“And I think we're about 10 years away probably from something like a virtual cell, like a full virtual cell”