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You know, I feel almost exactly the same way. I just have an seemingly inborn 'disgust' reaction to those persons who have fought up to the top of some social hierarchy while NOT having some grounded, external reason for doing so! Childless, godless, rootless, uncanny-valley avatars of pure egoism. "Struggle to trust" makes it sound like a bad thing, though. I think its probably, on some level, a survival instinct because trusting these types will get you used up and discarded as part of their machinations, and not trusting them is the correct default position. Don't fight it!
I bought a house in a neighborhood without an HOA because I don't want to have to fight off the little petty tyrants/sociopaths who will inevitably devote absurd amounts of their time and resources to occupying a seat of power that lets them harangue people over having grass 1/2 inch too tall or the wrong color trim on their house.
That's just an example of how much I want to avoid these types.
Only recently have I noticed that either my ability to spot these people is keen enough that I can consistently clock them inside of one <30 minute interaction, or I'm somehow surrounded by them because I've deluded myself into thinking I can detect them.
One of the 'tells' I think I pick up on is that these types of people don't "have fun." I don't mean they don't have hobbies or do things that are 'fun.' I mean they don't have fun. The hobbies are merely there to expand and enable their social group, they don't slavishly follow any sports teams, they don't watch any schlocky T.V. series, and they probably also don't do recreational drugs (so not counting, e.g. adderall or other 'performance enhancers.'), although they can probably hold a conversation on such topics if the situation required it.
(Side note, this is why I was vaguely suspicious of SBF back when he was getting puff pieces written prior to FTX crash. A dude who has that much money and yet lives an ascetic lifestyle? Well he's gotta be motivated by something!)
In social settings they're always present, schmoozing, facilitating, and bolstering their status... but you notice they never suggest activities for the group to engage in or expend effort bolstering other group members status.
Because, I assume, they are there solely to leverage the social network to get something else that they want. And if its not 'fun,' if its not 'money,' and it isn't even 'sex' or 'admiration and praise,'... then yeah, power for its own sake is probably their objective.
SO. What does Sam Altman do for fun?
I don't know the guy, but I did notice that he achieved his position at OpenAI not because of any particular expertise in the field or his clear devotion to advancing AI tech itself... but mostly by maneuvering his funds around so that he could hop into the CEO spot without much resistance. Yes he was a founder, but why would he take a specific interest in THAT company of all of them, to turn it into his own little fiefdom?
I think he correctly spotted the position at OpenAI as the best bet for being at the center of a rising power base as the AI race kicked off. Had things developed differently he might have hopped to one of the various other companies he has investments in instead.
Finagling his way back into the position of power after the Nonprofit board tried to pull the plug was a sign of something.
I admit, then that I'm confused why he would push to convert to for-profit structure and to collect 10 billion if he's not inherently motivated by money.
My theory of him might be wrong or under-informed... or he just plans to use that money to leverage his next moves. That would fit with the accusation that OpenAI is running out of impressive tricks and LLMs are going to fail to live up to the hype, so he needs to prepare to skidaddle. It DOESN'T fit my model of a man who believes he is going to be at ground zero when the silicon Godhead is birthed, if he really believes that superintelligence is somewhat imminent, he should be willing to give up ridiculous sums of money to ensure he's present at that moment.
Anyhow, to bring this to a head, yeah. Him not having children, him being utterly rootless, him having no obvious investment in humanity's continued survival (unlike Elon), I don't think he has much skin in the game that would allow 'us' to hold him accountable if he did something truly disastrous or utterly anti-civilizational. Who is in any position to reign him in? What consequences dangle over his head if his misbehaves? How much power SHOULD we trust him with when his apparent impulses are to remove impediments to his authority? The Corporate Structure of OpenAI was supposed to be the check... and that is going away. One would think it should be replaced with something that has a decent chance at ensuring good behavior.
Nobody with a clue thinks that is imminent. All that exists is trained on data, and there's not enough high quality data. Maybe synthesizing it will work, maybe not.
Even the most optimistic people in the know say stuff like "maybe we'll be able to replace senior engineers and good but not great scientists in 5 yrs time". 'Godhead' and superintelligence is just conjecture at this point, thought of course an aligned set of cooperating AIs with ~130 IQ individually could give a good impression of superintelligence. Or be wholly dysfunctional given the internal dynamics.
I dunno, I've read the case for hitting AGI on a short timeline just based on foreseeable advances and I find it... credible.
And If we go back 10 years ago, most people would NOT have expected Machine Learning to have made as many swift jumps as it has. Hard to overstate how 'surprising' it was that we got LLMs that work as well as they do.
And so I'm not ruling out future 'surprises.'
That said, Sam Altman would be one of the people most in the know, and if he himself isn't acting like we're about to hit the singularity well, I notice I am confused.
Aschenbrenner is a smart charlatan, he's probably going to do very well in the politics of AI.
My opinion is that the way he has everyone fooled and the way he has zeroed in on the superpower competition aspect makes it clear what he is after. Power. Has he gotten as US citizenship yet? He'll need that.
There's going to be an enormous growth in computing power, possible hardware improvements (e.g. the Beff Jezos guy has some miniaturised parallel analog computer that's supposedly going to be great for AI stuff.. ). But iirc, the models can't really improve easily because there's not the best data to pretrain them, so now everyone is trying to figure out how to automatically generate good synthetic data and use that to train better models, combine different modalities (text/ images etc). All stuff that's hardly comprehensible to outsiders, so people like Leopold can go around and say stuff with confidence.
Likely, yes, but how computationally and energy expensive it's going to be matters a whole lot. Like e.g. aren't they basically near hitting physical limits pretty soon? That'd cap lowering power costs, right?
And scaling up chip production to 1000x isn't as easy as it sounds either. Especially if Chinese get scared and start engaging in sabotage.
It'd make me feel better if someone could muster a rebuttal that explained with specificity why further improvements aren't going to be sufficient to breach the "smarter than human" barrier.
There's an existence proof in the sense that human intelligence exists and if they can figure out how to combine hardware improvements, algorithm improvements, and possibly better data to get to human level, even if the power demands are absurd, that's a real turning point.
A lot of smart people and smart orgs are throwing mountains of money at the tech. In what ways are they wrong?
To sum it up, to train superhuman performance you need superhumanly good data. Now, I'd be all okay for the patient, obvious approach there - eugenics, creating better future generations.
I'll quote twitter again
I'd not say they're wrong. Even present day polished applications with a lot of new compute could do a lot of stuff. They're betting they'll be able to make use of that compute even if AGI is late.
And remember, the money is essentially free for them. Those power stations will be profitable even if datacenters aren't, the datacenters will generate money even if taking over the world isn't a ready option. & There's no punishing interest rates for the big boys. That's for chumps with credit cards.
It isn't clear we need superhumanly good data. Humans can make novel discoveries if they have a sufficiently good understanding of existing data and sufficiently good mental horsepower to use that data, i.e. extrapolate from their set of 'training data' and accurately test those extrapolations to discover new, useful data.
It seems like we just need to get an AI to approximately Von Neumann level and if it starts making good contributions to various fields at that point we can have it solve problems that hold up AI development. We're seeing hints of this now with Alphafold 3 and AlphaProteo.
Right now, the one thing that appears to be a hard hurdle for AIs are navigating real world environments, where there is far more chaos and variables that don't interact with each other linearly.
It can be difficult to see a new true innovation coming when every single company starts slapping "AI Powered!" as a feature on their products, but I think the case that AI will make surprising leaps in the next few years is stronger than it will inexplicably stagnate.
It is.
LLMs and similar systems aren't human, not in the slightest.
They're nowhere near that. People are happy they can count letters correctly.
As stated, be really nice if there was a sound case for why this won't change in the near future.
The jump to where we are was sudden and surprising, the next one could be as well.
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