Quote (Black XistenZ @ Jul 12 2021 06:24pm)
In the not so distant future, the types of quantitative tasks that can be executed by a person with an IQ of 105 (perhaps even 110) or lower can also be carried out by AI/machine learning. These tasks are not where the wealth and power of the future are generated, the key stuff will be happening significantly higher up the scientific/mathematical totem pole.
I totally agree with you that we should push children harder and invest more in their education, so that their potential can be exhausted as fully as possible. And yes, this includes investing into better didactics and looking at potential social or cultural factors for the black, hispanic (and to some degree also white) underperformance in math/science. I just completely disagree with the notion that CRT will help with any of that, nor do I think that any of these efforts will fundamentally solve the aforementioned human capital bottleneck.
The more I learn about AI the more I'm seeing its limits. I think most people vastly overestimate how much use AI is going to get in the future. It's going to be very useful for quickly analyzing large data sets and aiding humans in specific tasks, but it's just not going to be practical for most data collection and analysis. Like, one of the labs that works right next to us makes extensive use of AI for their bioinformatics research already. It's great when they are doing single-cell analysis, like analyzing millions of RNA molecules taken from a single cell, but in the end having a person at the bench analyzing the quality of the cell culture as they carry it out and doing the experiments isn't going to go away for a very long time.
Also, AI requires ridiculous data sets to train on. Like, absolutely massive in some cases if you want to get good results. Until we have the entire planet covered in servers we aren't going to have AIs collecting training sets for other AIs, and collecting training sets for these applications will require humans who can carry out those kinds of tasks.
This post was edited by NetflixAdaptationWidow on Jul 12 2021 05:57pm