What I find very weird is that people are surprised with the notion that someone taught himself a skill. As if a teacher was absolutely necessary to learn anything. As if you can't learn anything by reading and experimenting by yourself.
"Wow, he's self-taught, he must be extremely gifted!" Are people, in general, incapable of learning anything without a teacher?
But to be perfectly fair, I'm in awe with kids who self teach themselves how to play music. I don't think I have the passion to do that! So I suspect this self-taught thing has everything to do with passion and talent.
The two things I'm horrible at are playing music and speaking a foreign language. My brain just isn't wired to have the passion to exert effort in these two skills. You have to be pre-wired to self-teach yourself.
As an example, my son can't draw a damn thing. But his siblings have are really good at drawing. They are all at a high proficiency level playing music. But they naturally enjoyed playing an instrument. When I was young, I felt it was like a chore. A natural inclination is key.
But one can never surpass having a natural inclination and having a good teacher. Having the latter is absolutely precious because so few have that privilege.
I don't think anyone can learn how to play a sport well without having good coaches. Talent can only take you so far. I don't think anyone will disagree with this. But what is strange is that we ignore the importance of good coaches wrt to academic fields.
Has anyone had an experience with a good academic coach? What was their method? What did you find effective? Apparently, I'm quite ignorant of this entire area because I've never had these kinds of coaches.
I suspect the academic environment does not have incentives to have good academic coaches. There's no compensation for being a coach of a gifted academician. With sports it is different. But why can't we have academic coaches?
Given the scarcity, why can't we have AI-based academic coaches? Are the computer tools we used today in some way also a kind of academic coach? We think of them as tools just as we also think of books like they are tools. But what if we invert our perception?
We believe that we are self-taught because the tools that we have mastered become our teachers.
I'm coming to the realization that the GOP isn't a conservative party but rather an incoherent group of disenfranchised parties. Any group that has trouble pushing its agenda sees an opening by joining the GOP. It's also a business model to milk the disenfranchised.
Trump perhaps saw this so he reached out to any and every fringe group for their support. Any group, no matter how abhorrent their views are welcome in the GOP. But how do they handle conflicts between parties in the group?
They actually don't need to be because incoherence is the mode of operation. Trump has consistently been logically inconsistent. It is the same for parties within the GOP. They band together not because of commonality but rather because of shared disenfranchisement.
Sometimes you just never know who reads your blogs/tweets. One of the most innovative developers I followed was James Strachan @jstrachan . I was in complete surprise when the one time we met that he said he read my blog that was about software engineering.
In my former life, I used to really enjoy writing about software development. Things like extreme programming, agile development, refactoring etc. So I actually know something about this stuff and am quite opinionated about them. Of course, it's different when stuff is new.
The commonality however with software development and artificial intelligence is that both areas deal with extreme complexity. The agile stuff that was invented two decades ago was motivated by the need to control the complexity.
I lived in Manhattan in the last half of the 1990s and left in 2001 before the twin towers fell. So downtown NYC seems early strange for me without seeing the towers. But where I hear the slogans of 911, "Never Forget" I am unable to understand what that even means.
Remembering history should mean that you don't repeat the mistakes of the past. But has the nation learned its mistakes? Did we go into war with false pretenses? Did we overextend our presence in Afghanistan?
What happened after 911 was a cascade of more mistakes compounded one after another. In my opinion, the swift victory against the Taliban via the CIA was one of the few things done right. But it was downhill since then.
Science is being eaten up by deep learning. A fact that nobody can ignore.
But what's unfortunate is that nobody understands deep learning well enough to set up the experiments and interpretations correctly! It's damn good at making predictions but damn terrible at explaining anything!!
The uncertainty principle of deep learning is that the more generalized one's network, the least likely it's interpretable! medium.com/intuitionmachi…
Neuroscientists don't understand cognition, rather they understand how parts of the biological brain function. These are subjects that only partially overlap.
Is there any siloed field that can claim an understanding of general intelligence? I highly doubt it. It's an interdisciplinary problem where most of its practitioners are without an academic home.
Do deep learning practitioners understand general cognition? I doubt it. They may partially understand their connectionist architectures but these are just a sliver of capabilities of what's available to a general intelligence.