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milaresearcher

I strongly disagree with your statement that profit is the only objectective, rational measure of social impact.

It would be great if the balance of human and environmental well-being produced by an organization could be captured as such, but I feel it is often much more complicated.

It is clear that a poor child has a lower ability to pay for goods and services than a rich child. Does this mean that goods and services sold to the rich one with a hefty profit margin are more "beneficial to society" than when sold to the poor one at cost?

Re:We can’t trust AI systems built on deep learning alone on Sunday September 29, 2019 @03:27PM (#21109134)
I totally agree with your statement about AGI, but wouldn't be as pessimistic about neural networks in general. Of course our data is enough for useful deep neural models! Many problems can be solved without it, but in areas of computer vision and speech recognition they seem to be the best (currently known) choice.

Your point about AGI which needs to ask questions about data provenance is super interesting. Are you aware of the line of inquiry into active learning? It's fascinating and has a long history: https://papers.nips.cc/paper/1011-active-learning-with-stati...

https://en.wikipedia.org/wiki/Active_learning_(machine_learn...

Re:Reinforcement Learning: An Introduction (2018) [pdf] on Monday February 18, 2019 @05:04PM (#19194899)
I agree with you that it's early days for RL. I think some companies are using it in their advertising platforms, but it's not really my field.

That said, I strongly disagree about what constitutes the proper utilization of research funds. IMO, society should invest in basic research without the expectation of solutions to significant real-world problems.

Still, I'd be really surprised if I don't see advances from the field of reinforcement learning used in a ton of applications during my lifetime.

Off the top of my head, there will be positive usecases in assistive technology for the visually impaired. Also, if the computer knows where I am looking, it may enable some productivity tools.

That said, I agree with you that these potential positive uses do not outweigh the negative ones you allude to.

By deep tech he means tech companies backed by patents or defensible intellectual property. Technology businesses enabled by research or new ideas, not another chat app.

He was a research physicist that worked on developing High-Dynamic Range screens, so he's interested in businesses kinda like that.