[Analog24]

Do you have any publications to back up your claims about your work? They seem more than a bit grandiose. If you're ideas are as novel and useful as you say then you should publish them.

And I'm sorry, but you're completely wrong about companies recognizing commercial potential. I worked on Alexa for five years, it is a far harder problem than you think. It is nowhere near as simple as "we just weren't looking at the right NN architecture or optimizer!" You're acting like it was a novel idea to think LMs would be extremely useful if the performance was better (in 2017). I'm just trying to tell you that isn't the case.

[zone411]

No, I have no plans to openly publish any of it. Some of my researcher employees have published their own stuff. I've previously written about how it was a huge commercial mistake for Google and others to openly publish their research, and they should stop. Indeed, now OpenAI has not published a meaningful GPT-4 paper, and DeepMind has also become more cautious. This mistake has cost them billions, and for what? Recruiting? Now they lost many people to OpenAI and wasted time and effort on publishing. Publishing is fine for university researchers or those looking to get hired. I did record some research ideas in an encrypted format on Twitter for posterity: https://twitter.com/LechMazur/status/1534481734598811650.

If any of the FAANG companies recognized the commercial potential and still accomplished so little, they must be entirely incompetent. When this 2017 deck was created, I had 50k LOC (fewer would be needed now using the frameworks and libraries) plus Word and Chrome plugins. The inference was still too slow and not quite feature-complete, and it was just a writing assistant with several other features in early testing, but it seems more than enough for me to know quite well how difficult is the task.

[Analog24]

The fact that you think creating a writing assistant plugged into Word is equivalent to building a general purpose, always-on voice assistant tells me all I need to know.