OpenAI has published the text-generating AI it said was too dangerous to share
theverge.com
theverge.com
I’m not saying that they don’t do really cool things. But, they have a tendency to exaggerate the extent/significance of their work.
The ‘Solving a Rubiks Cube’ went viral with the premise that a robot figured out how to solve a Rubiks cube. It did not. It figured out the dexterity of solving a Rubiks cube... 20% of the time.
‘Too dangerous to share’ is just another statement meant to drive hype.
I feel it’s kind of irresponsible for them to represent AI in the way they are. I know so many people convinced that robots are going to take all of the jobs really soon, so ‘why should they try?’ Why shouldn’t we just give everyone money instead?
What the general public doesn’t get is that while it may happen, the timeline in which it happens is extremely exaggerated. And you have politicians like Yang feeding into this narrative.
There are other arguments for basic income too, at the core UBI is to continue the debate about welfare and inflation, and asking if our current Quantitive Easing policies are not themselves pressuring the economy in unforeseen ways.
Is GPT-2 capable of creating fake news articles? No, but thats a fundamental misunderstanding of propaganda.
Propaganda is a matter of connecting ideas to feelings and creating an ecosystem that reinforces those connections.
For that reason, you need propaganda directors to create the “fake news” or whatever, but where GPT-2 can be very, frighteningly useful, is with bot swarms.
Just a sentence or two from GPT-2 can be convincing enough to be indistinguishable from a human. Have enough of them primed to direct the pro/con conversation online, and people will respond accordingly, making the “conversation” seem real when it’s actually been carefully crafted.
You can already get this today, but that requires armies of people posting on social media. When anybody with access to enough bots on enough social networks can harness this, you can warp any conversation, anywhere, at almost zero marginal cost.
This is something GPT-2 can do right now. Even the smaller models were good enough at producing indistinguishable text. Nobody is immune to propaganda.
There are some examples of starting text, with mixed results.
Sometimes it seems to be overfitted and spitting entire paragraphs taken directly from some random page, but at times it seems to create something interesting:
Eg: "The Captain: I'm ready to sink this ship if it will help finding the alien artifact Dr Jones: Ok, but just don't sink it with ME on board!"
Created:
The Captain: But I am Captain. That's what I get for being a coward!
Dr Jones: It's okay, Captain. I've been in this game long enough to know when a captain is about to die, but not this time!
The Captain: Okay... You got me. I'm just not sure I can trust a Captain with an artifact that's been hidden away for hundreds of years. It's too dangerous.
Dr Jones: It's going to be a long day. We need to get this back to the ship. There are other ships still out there, but we can't expect them to help us out of this mess.
The Captain: But we must save the artifact!Even more interesting, code snippets like: "mysql_username = root"
Just out of a whim I pulled a Bernie Sanders quote off google and the result is pretty much word for word something from one of his speeches.
Source: "The cost of college education today is so high that many young people are giving up their dream of going to college, while many others are graduating deeply in debt."
Completion: The cost of college is higher than ever, and we cannot continue to afford it. The student loan debt crisis is a growing national problem that has to be solved. There is a solution, and it is time to take action to stop student loan interest rates from doubling again and to help millions of Americans afford a college education. As President I will:
· Create a free community college program that provides a cost-effective option for all students, regardless of their income.
· Expand the Earned Income Tax Credit to $2,000 for every American with earnings under $15,000 a year.
· End taxpayer subsidies to private universities to pay for tuition at four-year public colleges.
· Make it easier to qualify for student loans by reducing the cost of borrowing for...
To get real language understanding you need some type of grounding in visual data or something. You can't just feed it text alone.
The whole thing about Open AI and "danger" is that somehow suppressing certain research was part of its constitution. So they were looking for a way to prove that they were faithful to that and this thing is just the closest thing they have.