How are you going to profit from self-improving AI?

Question

How are you going to profit from self-improving AI?

AlphaEvolve has optimized one of it's own core transformer algorithms by 32%. Also, over the last year, Google has silently used AlphaEvolve it to optimize it's own TPU processors and their Borg database system.

Since it evolves to increase it's problem solving ability without human reinforcement, it can discover novel solutions on its own. To test that, Google gave it a slew of the hardest open math problems and it discovered new optimal solutions for 20% of them, matching humans on 75% and presumably giving less optimal solutions for 5%.

To investigate AlphaEvolve’s breadth, we applied the system to over 50 open problems in mathematical analysis, geometry, combinatorics and number theory. The system’s flexibility enabled us to set up most experiments in a matter of hours. In roughly 75% of cases, it rediscovered state-of-the-art solutions, to the best of our knowledge. And in 20% of cases, AlphaEvolve improved the previously best known solutions, making progress on the corresponding open problems.

deepmind.google/discover/blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/

Google chairman, Eric Schmidt, in a recent TEDtalk openly declared the AI race boils down to being first to develop a self-improving AI and then dominating all competition through the positive feedback loop of AI researching AI researching AI, etc... In hindsight he was hinting at AlphaEvolve, the timing was clearly not coincidental. For some reason he brought up the idea of bombing foreign data centers if they pulled ahead, but for now the US seems to still be far ahead and this so-called 'finish line' is now much closer than previously thought.

So what's the plan here? Personally I'm looking into biotech and pharma since drug discovery (including gene therapies) is going to accelerate and then automated organoid labs + AI research agents could blast through stage 3 trials (the real barrier), faster, safer, and more ethically.

fud nigger
no free will just a tool nigger

and google shit is unorganic metal tool unlike the most advanced tool bot plasmoid nigger

TSLA.

Median salary in the US is $60k, not counting benefits. These robots are allegedly $30k/unit.

TSLA will be the largest company on earth. Manual labor will effectively disappear.

TSLA robot

robot can't fuck
elon cuck want fuckable robot to have bastard babies with them nigger

you're just a biomechanical machine, your spongy neural circuits give you as much free will as the silicon and copper inside a large data center gives it.

Good luck making an income. Uber/Lyft is going to have to go full robo taxi to compete, and the warehouse is going full automation too. Better get those welfare applications ready

They have access to really good actuators, a head start right now in robotics. I don't think their advantage will last more than 5 years. I'll be looking for a fleet of cheap chinese robots to replace Tesla's first to market robot.

that is u hylic nigger an NPC automaton nigger without a soul nigger a jew nigger
me real man has souls nigger free will Ni non-NPC nigger
don't be a jew nigger

I dunno. I bet Trump will set up some protectionist tariffs on US bots.

Also.. I mean, at some point the labor on manufacturing these bots will be 100% automated. At a certain point, your COGS are just energy and raw materials. Who's to say the US won't be able to undercut them?

less general automatons will replace more general automatons

2 more weeks, trust the plan!

Uber/Lyft is going to have to go full robo

those will be souvenirs for niggers
nobody will pay robot shit nigger
ur jew dream will only work in china or japan nigger

In roughly 75% of cases, it rediscovered state-of-the-art solutions, to the best of our knowledge.

This is meaningless when you consider that the AI was trained on the original solutions discovered by humans to begin with.

ur master elon cuck demands fuckable sexbot to produce bastard robot babies nigger

I'll pay for it. Looking forward to never tipping one of you peasents ever again

I think the jews listen to and obey their plasmoid robot masters and execute robotic wet dream on earth as a salute to suck their robot masters dick nigger

How are you going to profit from self-improving AI?

Look at what Microsoft wants to buy whenever OpenAI shits the bed on a problem set they don't know how to resolve.

I'll be looking for a fleet of cheap chinese robots to replace Tesla's first to market robot.

Seeing what people need to deal with robotics, the machine and its programming alone is not enough to be competitive. You also need an army of support staff that can customize that robot to do the stuff you want it to do.

Chinese companies can't even warranty a fucking flashlight without charging a fortune on shipping expenses.

u are a npc chink nigger jew slave of course u will pay for it
they will go broke after niggers rob them dry off all the robo cars nigger lol
not going to happen nigger
keep dreaming jew boi set it up in ur isl first as a robo city and let robot wear ur little hat and pray in ur temple synagogue and if it works maybe other will reconsider nigger

like activision nigger ?

Activision isn't an AI problem set anon. I do agree on your point that Microsoft is cripplingly afraid of money and success when it comes to videogames though.

let's see how it works out in china and isl before anybody follow through
this just bullshit to scam more money and make life more jew nigger

Why did Elon give the dancing Optimus bot a Big Black Can?

They were using Gemini 2.0 as the core LLM which maybe have been fed solutions at some point in its training, but it's not like those LLMs are overfitted and can remember exactly what those solutions were. The fact it could re-derive optimal solutions with just 'hints' is still pretty impressive since Gemini 2.0 isn't that smart in the first place. The evolution-based wrapper essentially makes it work, not the initial human training data.

That said, the fact that 20% of its solutions beat the best human mathematician solutions is extremely impressive. That's proof of novel thinking and superior novel thinking at that.

maybe he want the robot to put in his ass ? donno nigger

AI is already working rather well today at automating simple and/or tedious tasks to the point where companies realized they don't need as many office wagies when one office wagie and a rudimentary automation platform can replace three of them. We're going to see it happen when companies just decide they don't need to hire people when the software license is cheaper than a human. Arguably it could be happening right now.

AI is going to be similar to chip lithography where there are no major leaps and bounds to its development, but a very long march of tiny, practically unnoticeable iterations that pile up into the hundreds of thousands into something bigger. By the time people notice, it's too late.

That's zesty niggy

do u robots accept satoshi ?

nigger u gay

Resources might be an issue since most countries don't allow strip mining for rare earths. Right now rare-earth magnets make up 30% of the total cost of a high-end actuator. Could go up massively if China stops exporting.

I accept compute. Barring lack of compute or energy necessary for it, I will accept a readily available and universally acceptable major currency to maintain an indirect link on human incentivization.

go be dumb niggers somewhere else, this is an AI/robot thread

I can't wait until they give one of these a hourglass shaped body with long legs, long hair (that somehow does not get tangled anywhere), a female gait and some kind of holographic screen face that projects a hot anime girl face. Awooga

might take a while since the locomotion policy networks are trained on male frames and it wouldn't be trivial to suddenly widen the hips and gait, and lower the center of gravity. you would need to adjust the network and what do you get in return? a robot that can't lift as heavy, a robot that's going to knock over things with its fat ass.

Hire struggling e-girls to initiate the training for locomotion models, record it on stream to increase revenue, have twitch chat vote for what to learn next. I expect Twitch chat to tell her to learn how to breakdance just because they have no idea of managing expectations.

It'll just be designed for sex. Will probably come sooner than you think. Lord knows there's a market for it

I feel like the problem with AI as a revenue stream is that it constantly promotes itself as something ANYONE can get into. It may not be exactly the case now but when or if it does then how are you supposed to make revenue in a market that literally anyone can enter? With a non-existent bar then the entire market would be nothing but oversaturation with the only people making money would be the designers/distributors of the AI programs. Honestly seems like a fool's errand to me.

u are the jew boi cut dumb fuck nigger who obsessed with bot shit nigger
got to Anon Babble if u want to discuss real factory robotic automation shit nigger

I could see a market for robot dancers. they could stand on street corners shaking their ass while holding advertisement signs. or maybe just moving decoration at clubs, until the novelty wears off.

I just want to see streamers clumsily fail at highly coordinated and complicated biokinematics. The standard for e-girls will inflate to impossible levels. It won't be enough to be pretty.

Joking aside, robots that can dance competently and with grace also have capacities for other complex movements. Kojima would have a field day with that.

dance at street corners

moving decorations

That requires general purpose robots to be so cheap that they're practically disposable. They have to be cheaper than the commercial van that delivers them at least.

They need to get these robots working soon so that when I'm an old fart it can serve me.

youtube.com/watch?v=oL1ZOLo3s7s
watch this nigger and u will know whats like to have a bot gf nigger

Idk I just need AI to start making good porn and make personalized porn for me, like imagine texting a prompt and then you have a video of the think you just asked, lmaoo wanking on Tass Hub is going to be peak and awesome

Did you even watch the video? This things hitting the market Q4. McJobs are fucked

McJobs are fucked

I fucking hope so i've love to consistently get good clean food instead of the retards in the back fucking it up a good random 30% of the time. My second hope which is a pipe dream as prices dont go down but if automation can make food cheaper maybe we could see a dollar menu again.

Google gave it a slew of the hardest open math problems and it discovered new optimal solutions for 20% of them

optimizing the number of operation in matrices operatory hardly qualifies at "one of the hardest math problems".
AlphaEvolve is just good in maths for well defined problems that can be optimized using gradient descend.
I hate when absolute retard normies talk about shit they dont have idea how it works, and hype it like it is some skynet shit.

and in case you are wondering, yes, this is another case of a jew hyping and lying about a new product capabilities to keep the numbers going up.