Former Google Brain researcher Yi Tay discusses the structural research lag between frontier corporate labs and academia prior to ChatGPT.
Opinion
Yi Tay: Gap Between Closed AI Labs and Open-Source Is Increasing
“I think the gap is definitely increasing.”
Opinion
Yi Tay: IR and RecSys research lags significantly behind NeurIPS and ICML
“Also the IR community and the retrieval community is also like always behind the mainstream. And then now it's just probably gotten even more worse because of ILM and stuff. So, okay, I'm getting into Hottick territory, but it's just, like, certain conferences…”
Insight
Tay: Frontier AI researchers cannot maintain standard nine-to-five work-life balance
“You cannot be, like, checking out on, like, Friday, Saturday, Sunday, and, like, work at, like, nine to five if you want to, like, Make progress, or like, some people are just so good at detaching, like, ok, like, you know, like, eight pm, I'm not going to, my…”
Opinion
Tay: Long context architecture is the future of AI over RAG
“And, yeah, I mean, I think long context is definitely the future, rather than rec. But I mean, they could be used in conjunction, like,”
Disclosure
DeepMind Abandoned AlphaProof to Run Gemini End-to-End for IMO Math
“We wanted to try to, like, use, actually use Gemini as an end-to-end model. Basically, no, no second system with alpha proof. No second system. In, text out.”
Prediction Not checkable as stated
Tay: Most specialized tools will be subsumed directly into model parameters
“Then the most I can see in the future is there'll be a model then that, that is, there's something that really cannot be subsumed by a model. Then you just use a tool or something, right? But my prediction is that I think most things can be subsumed by the mod…”