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GitHub offers a free tier for GitHub actions with 2,000 Actions minutes/month [1]. This could be useful:

1. write some unit tests which don't use too much compute resources (so you can stick to the free tier)

2. package your code into a docker where the tests can be run

3. wire up the docker with tests to GitHub Actions

This way now you have continuous testing and can make sure your codes keep running.

References:

[1] https://github.com/pricing


> package your code into a docker

docker is not a general solution for this.

What is needed is a way to re-generate everything from source and from scratch.


Even if it broke, who would go back and fix it?

I do not see that happening, especially with complex library bugs.


It could also suggest there are more tutorials and/or easy to use tools available, making it easier for novices to make a quick impact in the field.


I wonder if he means he is going to lead efforts to build an AI such as Jarvis with some help from his friends at FAIR or whether he's actually going to sit down and train his own models (for recognizing his family's faces for example). Quite motivating actually to see someone who is leading a billion dollar company to find the time to study machine learning on the side and apply it.


The penultimate paragraph ends with "But it's a different kind of rewarding to build things yourself, so this year my personal challenge is to do that." and the final paragraph begins "This should be a fun intellectual challenge to code this for myself."


I saw an article somewhere, I don't remember where, about the $10 Echo/Alexa. He could customize that and put one in every room/dungeon in his house(s).


I seriously doubt Zuck is that smart or capable. Intelligence wise Zuck is no Bill Gates. Go look at what Facebook looked like when it was just Zuck working on it. Zuck has not been honing his skills at networking or AI or deep learning for 10 years, he's been leading a company. He's not going to write any of this. Zuck wants to come off like he's the brains behind all of it... and sure he has business sense and billions of dollars to put that business sense to the world. Technically he's very limited.

tl;dr Zuck is not Iron Man.


That's pretty harsh considering you don't really know him at all, and he was at least smart enough to build a company that was good enough to "get lucky" and balloon to the billion dollar one it is now.


It's hardly judging. Considering the amount of effort it takes to master a single language or even a set of algos or putting those algos into a running program. Unless you have been a programmer the last 10 years, you're a manager. A manager should not try to take credit for what his programmers do. That's really the really stupid thing about Stark, he did it all himself. No one does it all him self. Everyone stands on the shoulder of giants.


But I think saying "Mark Zuckerberg had help building facebook" is different from saying "Mark Zuckerberg can't possibly implement the new AI algos on his own", and the latter seems to imply he's some sort of an idiot, which he's not.


Doesn't sound like he is planning to implement new AI algorithms on his own:

"Thanks buddy! I'm still deciding between using the FB environment and AWS. The FB environment gets me access to all of the great stuff the Facebook AI research team has worked on, so I'll probably do that." (https://www.facebook.com/zuck/posts/10102577175875681?commen...)


To be fair, it did look "better" than MySpace. I use quotes because I preferred MySpace's customizability but I understand why uniformity won out.


Take a look at early versions of Windows.


Not talking about how it looked. Talking about what was required in terms of technical skill to produce that. Gates was a pretty good programmer in his teens. Zuck was a LAMP developer, I very much doubt he matured from a LAMP developer to a AI guru in 10 years while running a billion dollar company.


You did say:

> Go look at what Facebook looked like when it was just Zuck working on it


He learned Mandarin Chinese in one year. I don't think there is any question of intellectual capacity.


http://www.theguardian.com/technology/video/2014/oct/23/mark...

http://qz.com/532834/mark-zuckerbergs-20-minute-speech-in-cl...

Does not seem as if he learned it. He's learning it. See this is the sort of shit that I am really against. He speaks a few words and everyone is like see amazing. See he created Facebook all by himself, amazing!

Let's do some more hero worship.


Being able to give a 20 minute speech in a passable - if poorly pronounced - second language seems like a level at which one could say they "knew" that other language.

Clearly no-one ever has learnt a language completely. I think it proves he's no layabout at the very least.


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