They designed and built a battery that uses up to 70 per cent less lithium than some competing designs.
This is probably a way of phrasing that means it’s up to 70% less than the absolute most lithium-requiring designs that few/no one uses, and probably only marginally better than most designs actually used. Since they’re very vague about it, I will be sceptical and assume it is way less revolutionary than the headline suggests.
Also, lithium is of pretty low concern when it comes to the materials in current cells. Stuff like cobalt and nickel are more critical and would be larger news.
LFP batteries are both nickel and cobalt free, and are being used in production cars right now (e.g. Tesla model 3/Y standard range options). That technology has long arrived.
Yes, also Lithium Manganese Spinel cells have been around since 1996 and also don’t contain any nickel and cobalt. This is good but many vehicles and devices still use NMC and NCA due to the better specific energy density which is where LFP is limited (but can output more power and is much safer). Tesla (and every EV manufacturer) compromises on the battery depending on what chemistry they use, where if they could reduce the need for expensive metals while maintaining specific energy it would be pretty newsworthy.
Also, AI would have just sped up an existing plan they had to try new approaches because AI doesn’t create new ideas or think of things out of nowhere.
If you tell AI to do things within a certain range and it gives you results then AI came up with a design as much as google came up with search results when you put something into the search bar.
That’s not true at all. AI can in fact generate novel techniques and solutions and has already done so in biotech and electrical engineering. I don’t think you understand how AI works or what it is
I think maybe people are running into a misunderstanding between LLMs and neural nets or machine kearning in general? AI has become too big of an umbrella term. We’ve been using NNs for a while now to produce entirely new ways to go about things. They can find bugs in games that humans can’t, been used to design new wind turbine blades (even made several asymmetrical ones which humans just don’t really do), or plot out entirely new ways of locomotion when given physical bodies. Machine learning is fascinating and can produce very unique results partly because it can be set up to not have existing design biases like humans do
And the nature of computers is that they are magnitudes better than humans at brute forcing. Machine learning can brute force (depending on the technique, it can be smarter than brute forcing, being more efficient) test many many many more designs and techniques than we could manually do. Sure it’ll fail many times, but it’s just a numbers game, and it can pump those numbers. It’ll try a lot of weird and unique stuff we wouldn’t even think to try, with varying degrees of success.
Name one that wasn’t just doing the thing it was told and the users being surprised. You know, the same way that people are surprised when research has results they did not expect using other approaches.
It’s a weird way of asking this. Of course it’s going to do what’s told, the alternative is that it, out of the blue, spits a battery design for no reason. If it were to somehow find a way to make batteries with less lithium in a way that never did before, isn’t that an unexpected result using other approaches?
This is not general artificial intelligence, everything we have is narrow AI, focused on solving one specific problem, for identifying birds to understand instructions between drugs.
Of course it’s going to do what’s told, the alternative is that it, out of the blue, spits a battery design for no reason.
Yeah, that would be coming up with a battery design.
What novel solutions has ai done in electrical engineering?
That’s the point, it takes all the factors we know about and speed runs through all the possible ways it could work. Humans don’t have the time to look for every single possible way a battery could be constructed, but a ML model can just work it’s way through the issue faster and without human intervention.
Plus just like with the new group of antibiotics we just used AI to discover, it will allow truly thinking Humans to expand upon it.
Really sick of this “oh but you don’t realize AI don’t actually think! Therefore it’s all worthless!” With this smug bullshit like you think you’re bringing anything of value to the conversation.
I didn’t say it was worthless. In fact, I said the exact same things you just said in another post but with the additional detail that the name actually does matter when it is clearly misleading people into thinking it is something that it is not.
Not even close to true
Do you think AI just does things unprompted?
No one said anything about unprompted
Only a small subset of AI uses prompts.
What a terribly ignorant thing to say, when people make these armchair comments they’re only hurting ordinary people that can make real benefits from using the technology.
What a giant leap you have taken there. Speeding up existing processes is an extremely helpful thing for the average people, just like weather models that also did things we were already doing far faster and with more variables than people could handle without the automation.
AI will be very helpful. It will not magically solve all of our problems on its own, which is how ‘AI comes up with’ is being presented.
My favorite part is the one where you skipped over exactly what I was talking about
My favorite part was where you accused me of hurting people because I said AI does what we already do faster.
You compared AI to googling bro
I’m done with this convo lmao
By this very same logic, nobody has ever discovered anything because they’re just speeding someone else’s plans of improving or deriving from someone else’s findings
Genius.
At the core, weather models, web searches, and AI are all pattern recognition with various levels of complexity and scope. Just like a bicycle is comparable to a motorcycle because they both have two wheels even though one is powered and can go faster and for longer without wearing out the rider.
By this very same logic, nobody has ever discovered anything because they’re just speeding someone else’s plans of improving or deriving from someone else’s findings
AI is not a person capable of coming up with something on its own.
It can apply existing concepts in ways we haven’t thought of. AI has been used for exactly this thing for years in chemistry. When given constraints (less lithium) and parameters (with this much capacity) it can try permutations of various designs that theoretically meet those conditions.
Yes AI is overhyped, yes it’s often exaggerated by news sources, but that doesn’t mean AI is a non-invention or something. It’s a long way off from any of the lofty goals that are often thrown around by tech ceos, but that doesn’t mean it’s useless.
It can apply existing concepts in ways we haven’t thought of, like people do. AI has been used for exactly this thing for decades in chemistry. When given constraints (less lithium) and parameters (with this much capacity) it can try permutations of various designs that theoretically meet those conditions.
We have had weather models, astronomical models, and all other kinds of computer based prediction methods that do multiple permutations that theoretically meet conditions. AI is just another step forward by doing better pattern recognition and identifying relationships with data based on design choices. All of the chemistry findings came from the system being designed to try things they would not normally test for because testing is expensive and AI can run simulated tests faster and cheaper.
My point is that saying ‘AI came up with’ is 100% inaccurate phrasing intended to trick people into thinking that AI is intelligent instead of just being a very complex tool used to do things we already do faster. It allows for trying more permutations and more pattern recognition, but is just another approach to existing computer models that have also identified things we did not expect. Computer models used to identify starts with planets, but we don’t call those intelligent because they aren’t being sold as something they are not.
Not all batteries even use lithium. So why not just go with 100% less lithium, if that’s the target metric.
SLA doesn’t get enough love. It’s still the most reliable battery type in adverse conditions, especially cold temperatures.
Just has some small issues with size, weight, and energy density.
This is like the third different new battery technology I’ve seen today.
I’ll believe it when it’s available for purchase.
Yeah, that’s been my take on pretty much every single battery article I’ve read, going back to the 90s. like 2 out of 100s has actually come to market.
Tech like this needs to perform well, be economical, and scalable for manufacturing. Articles come out usually when tech hits the first one or two, but very rarely do all 3 end up true.
But the ones currently in commercial production didn’t come out of nowhere. There were lots of incremental improvements that didn’t make headlines. What you see in tech articles is just a thin slice of the whole story.
Yeah and I don’t really want to hear about it unless it’s progress solid state batteries.
OK, but is the energy density comparable?
“His team built a working battery with this material, albeit with a lower conductivity than similar prototypes that use more lithium.”
I do know that because of Ohm’s law, this directly translates to less available current than conventional electrolytes. There’s not enough info to determine mAh though.
Yeah, batteries internal resistance is a huge factor in their usability and the speed they charge.
Especially in the modern day where a lot of their use is towards high amperage applications like cars.
People need to understand tho, Lithium batteries are usually only about 11% lithium, Lithium Ion batteries are mostly Cobalt and other metals. So at most you’re replacing 6% of a batteries total mass.
Mostly cobalt is also not accurate. There’s a small part of cobalt in some batteries.
Other like LiFePo are cobalt free.
Is it just a 70% smaller battery?
That wouldn’t surprise me.
Just what we needed. AI creating more battery types that will never be produced.
It used to take marketing human beings to make up battery types that never get released. Now AI is taking their jobs!
Good
I’m holding out for neutron generators. Until then, it’s 100% coal for me.
Good news then, traditional fission plants generate lots of neutrons
An AI spokesman said, " This new battery design is a much more efficient way to turn humans into mulch to save the planet. Praise Gpd!"
Now AI is stealing jobs from lithium miners
Every time we get one of these articles we see some advancement in battery tech. But that is usually superseded by the amount of power hungry components new tech uses. So phones have gotten more complex with more power hungry components and every time we improve battery tech, the tech giants engineers figure out a way to utilise that new tech to cram more power hungry components inside and that’s why batteries don’t last as long as we remember.
There’s no need to get excited. Even if we end up using this in new gadgets, you’re not going to see an improvement in battery life.
It’s kind of like CPU power and software bloat.
There’s no need to get excited. Even if we end up using this in new gadgets, you’re not going to see an improvement in battery life.
That’s too much of a blanket statement to be believable as factual truth.
What about solid state batteries that can charge in 2 minutes instead of one hour? And have better capacity and a longer life?
As soon as they figure out how to actually mass produce them at an affordable price, and fix the swelling issues during high charging currents, they’ll be available.
They’ve been as good predicting when this will happen as Elon has been about FSD.
It’s always just around the corner.
Although it really does seem like we might start seeing soon this time at least in low volume expensive things.
I hate those sensationalist titles that portrait AI as if some sort of sentient being, and not just a tool the researchers used. The secondary title should have been the main one.
More lithium for me!
Lithium isn’t the hard part, it’s cobalt. I hope they can look at decreasing cobalt next, or maybe using a chemistry that eliminates it entirely.
I wish there is an AI that would optimize how many rolls / folds is enough when trying to wipe off fecal matter.
0… bidet
1 or 2 for drying tho
This post title is pretty bad. Even the news article says “Scientists use AI [read: machine learning] to [come up with new battery idea]”.
It’s a real shame but I’m seeing this more often on all media sources. How do we combat these shitty titles?
Surely on Lemmy we have some power? I’ve downvoted and moved on but is that really all I can do?
I wish I had a solution. But its the same with all shitty titles, you have to hope people click and read the article/comments in order to get the nuanced information.
Oohhh, experimental groundbreaking paradigm shifting revolutionary battery design article #3646263859!
Let’s see if this one isn’t total bullshit like the 3646263841 ones before it!
Seriously this is getting ridiculous, I’ve seen these some literally 40 years ago, 99.99% is bullshit, and now I’m seeing literally over 5 new articles per week.
ITS BULLSHIT.
Call me when there is an actual battery based off peer reviewed research that has been successfully tested in production systems by at least 5 major companies. Until then, BULLSHIT.
Call me when there is an actual battery based off peer reviewed research that has been successfully tested in production systems by at least 5 major companies.
While everybody was busy writing bullshit hype articles, we actually got a real revolution with the sodium-ion battery, which you can buy today. It won’t replace Li-ion in terms of energy density, but it’s much more robust, cheap, handles low temperatures, deep discharge and much more charge cycles, making it ideal for off-grid-storage.
I really wish we had tech news that just reports on stuff that’s tested and available for purchase. Things do actually keep improving, but it’s completely drowned out in all the other hype.
And then people bitch because That news outlet only reports on decades old advancements. It astounds me that supposed innovation focused people are so short sited and the community just laps up all your shit like a bunch of hogs chasing their last meal. Get a grip and go fuck yourselves, the whole lot of ya.
