A deep neural adaptive PID controller would be a bit overkill for a simple robot arm, but for say a flexible-link robot arm it could prove useful. They can also work as part of the controller for systems governed by partial differential equations, like in fluid dynamics. They’re also great for system identification, the results of which might indicate that the ultimate controller should be some “boring” algorithm.

Since I don’t feel like arguing

I’ll try to keep this short then.

How will these reasonable AI tools emerge out of this under capitalism?

How does any technology ever see use outside of oppressive structures? By understanding it and putting to work on liberatory goals.

I think that crucial to working with AI is that, as it stands, the need for expensive hardware to train it makes it currently a centralizing technology. However, there are things we can do to combat that. For example, the AI Horde offers distributed computing for AI applications.

And how is it not all still just theft with extra steps that is imoral to use?

We gotta find datasets that are ethically collected. As a practitioner, that means not using data for training unless you are certain it wasn’t stolen. To be completely honest, I am quite skeptical of the ethics of the datasets that the popular AI products were trained on. Hence why I refuse to use those products.

Personally, I’m a lot more interested in the applications to robotics and industrial automation than generating anime tiddies and building chat bots. Like I’m not looking to convince you that these tools are “intelligent”, merely useful. In a similar vein, PID controllers are not “smart” at all, but they are the backbone of industrial automation. (Actually, a proven use for “AI” algorithms is to make an adaptive PID controller so that’s it can respond to changes in the plant over time.)

I’m not sure, but I don’t have trouble carrying it. It’s so big because sometimes I have to bring in projects and/or test equipment.

When not in school:

• Phone with wallet case
• Keys
• Wireless headphones

When in school: all the above plus:

• Yorepek 50L backpack (everything else goes in here)
• Laptop (notes, actual work) (Debian w/ KDE Plasma)
• Laptop charger
• Grandma’s laptop from 15 years ago that runs like dog shit (backup, also Debian, can still access my repos and load web pages, decoy if robbed)
• Tablet (books)
• Voltmeter (yes all the time)
• Blank computer paper and pencils (derivations)
• Guitar picks (Dunlop Gator Grip 2.0mm; for playing death metal, but also makes for a great tool)

Wireless headphones get extra priority because they allow me to control what I hear. For example, instead of getting sensory overload (I’m autistic) at the supermarket, I can replace it with death metal, which is better for some reason.

a good flashlight

Legitimately read that as a good fleshlight at first. Fucking hell I’m so immature lmao.

More on topic, I always tell myself “I’m going to start carrying a flashlight”, but I always leave it somewhere. So I just roll with the flashlight on my phone.

Disagree. The technology will never yield AGI as all it does is remix a huge field of data without even knowing what that data functionally says.

We definitely don’t need AGI for AI technologies to be useful. AI, particularly reinforcement learning, is great for teaching robots to do complex tasks for example. LLMs have shocking ability relative to other approaches (if limited compared to humans) to generalize to “nearby but different, enough” tasks. And once they’re trained (and possibly quantized), they (LLMs and reinforcement learning policies) don’t require that much more power to implement compared to traditional algorithms. So IMO, the question should be “is it worthwhile to spend the energy to train X thing?” Unfortunately, the capitalists have been the ones answering that question because they can do so at our expense.

For a person without access to big computing resources (me lol), there’s also the fact that transfer learning is possible for both LLMs and reinforcement learning. Easiest way to explain transfer learning is this: imagine that I want to learn Engineering, Physics, Chemistry, and Computer Science. What should I learn first so that each subject is easy for me to pick up? My answer would be Math. So in AI speak, if we spend a ton of energy to train an AI to do math and then fine-tune agents to do Physics, Engineering, etc., we can avoid training all the agents from scratch. Fine-tuning can typically be done on “normal” computers with FOSS tools.

all it does is remix a huge field of data without even knowing what that data functionally says.

IMO that can be an incredibly useful approach for solving problems whose dynamics are too complex to reasonably model, with the understanding that the obtained solution is a crude approximation to the underlying dynamics.

IMO I’m waiting for the bubble to burst so that AI can be just another tool in my engineering toolkit instead of the capitalists’ newest plaything.

Sorry about the essay, but I really think that AI tools have a huge potential to make life better for us all, but obviously a much greater potential for capitalists to destroy us all so long as we don’t understand these tools and use them against the powerful.

1. Get on scale.
2. Set scale to zero.
3. You are officially weightless. Enjoy your zero gravity.

End of Millennial or first of Gen-Z, although I feel a lot more like Gen-Z.

To all the fucking Biden shitlibs:

Do not complain to me when I do not like what you offer – what you offer is the shit of the Earth, and your party being one of capitalism doesn’t care for the Earth either.

Yes. Can’t find work so I definitely can’t afford to move out. I moved out briefly during college and while it was unsustainable, I was so happy nonetheless.

Amazon Fire Tablet 7in. I bought it literally just to read PDFs, and it was so slow that it was basically unusable. I tried switching out the launcher to something more minimal (Niagara launcher I think), and I figured out how to disable the ads that were all over the place. It helped a bit, but not enough to overcome the hardware and Fire OS. (I think I needed ADB for both of those fixes; I had to put in some real work to unfuck that tablet.) Plus the screen was too small for my pathetic human eyeballs.

Was it worth $30? At the time, yeah, because I literally couldn’t afford anything else, but I now have an $80 10in generic Android tablet that’s wildly faster.

What an incredibly helpful and useful organization making an incredibly helpful and useful decision for us. (/s obviously)

Retaliate over a downvote? Nah. If people don’t like what I say, they have a right to express that.

But if you really want to play the game at the highest level, America is the place to do it.

I mean if “the game” is having the largest prison population per capita then sure, but otherwise America is mid in almost every category.

America sucks. The government and the “America” it upholds is an institution of evil, a factory for global war and oppression all while insultingly calling itself “land of the free”, and anyone who latches onto its historical “achievements” probably sucks too.

Yes because nobody will hire someone with disabilities and finding a job is incredibly difficult without disabilities.

Same boat here. Maybe it helps to know at least you’re not alone. Fuck capitalism and fuck ableism for making it so hard for us to participate in their world.

Yeah because I haven’t been able to land a job as an autistic person with my degree (BS in electrical engineering) and (lack of) experience (six months of research). That and my age (late 20s) are really the only compelling reasons I can think of for not being able to land a job.

What is your credit card number and all the information needed to use it?

Last panel should be the entire US Customary System, which is literally just a rescaling of the SI (“metric” system) units. US Customary is derived directly from SI.

Going to bars. I can’t drink with my medications and I don’t like going to loud, social places unless there’s some other reason to be there.