I don't think people realize how irrational that argument is (that SOTA is better, so you have to use SOTA).
Open weights will always trail SOTA. Forever. So let's say they continue to get better every year. In 100 years, the open weight model will be 100x better than today. But the SOTA model will be 101x better. And still, people will make this argument that you should pay a premium for SOTA. Despite the open weights being 100x better than what we have today.
The open weights today are better than the SOTA models from a year ago. Yet people were using the SOTA models for coding a year ago. If people used SOTA models a year ago, then it was good enough, right? So why isn't the same (or better) good enough now?
The answer is: it is good enough. But people are irrationally afraid of missing out (FOMO). They're not really using their brains. They're letting fear lead their decisions. They're afraid "something bad" will happen if they don't use the absolute latest model. Despite the repeatable, objective benchmarks telling us all that open weights are perfectly capable of doing real work today, the fear is that we're missing out on something better. So people throw away their money and struggle with rate-limits because of their fear.
About a year behind , TBQH. Newer Mixture-of-Experts models are comparable to a slightly older Claude Sonnet; if you don't mind the (lack of) speed. Some benchmarks say they're competitive with the frontier models right now for certain tasks.
I'm not sure how much I trust those benchmarks; I have a feeling everyone is playing up to them in some way. Still, if you're willing to accept the latency, they're definitely usable.
Of course everyone has realized this, so the hardware you need to run them is a little bit on the expensive side right this minute.
CPU manufacturers are working on improvements so that you can more practically run models on regular CPU+RAM (it's already possible with llama.cpp, just even slower).
Speaking of which... when people talk about "replacing" humans with AI, it makes me wonder if there's some kind of law we can push for that says "if you are part of the chain of command that signs off on AI being able to make final determinations, and that causes legal issues, you will be legally liable in place of the AI, since computers cannot be liable." Let a jury decide who, in the chain, bears what burden, case by case, but provide for prima facie liability for all parties in the chain, when a valid suit is tried. I want to see how strong the push is for AI when it's the CEO's personal money on the line.
The chain of responsibility must include the AI vendor. If vendors aren't liable for malpractice, there will be less incentive for all due diligence when lives are on the line.
Honestly yes, you are 100% right that it should be a responsibility thing. I remember back in the day it was said that self-driving car companies would have legal responsibility in case of an accident. I remember that kind of put a damper on the rollout and also took a lot of hype and focus away from the whole industry.
They do, but it’s the physician who is personally liable, not the hospital. It’s just another form of compensation.
My wife and I are both physicians. Our house doesn’t belong to either of us, strictly; it belongs to our marriage. You have to have a legal claim against both of us to put it in jeopardy.
This works in the other direction too - a human mises a cancer, that 10 out of 10 radiology models say it's there with 99% confidence. That hospital will lose in court for negligence.
> a human mises a cancer, that 10 out of 10 radiology models say it's there with 99% confidence
I think the cases where judgements differ—either between humans or AI or both–will be the difficult to discern cases, where no human and no LLM will have 99% confidence.
If it is a regular practice of such doctors to use such tools, and that doctor did not, then it is malpractice. That is how malpractice works. You have to fall below the standard of care in a way that proximately caused the damages.
> Non-elected representatives from my country keep pushing for chat control via the council. How do I, as a citizen, hold them accountable?
How is that an EU problem? Without the EU, like here in the UK, we had non-elected lobbyists pressuring our elected government to implement age checks, message scanning, etc. And it is still continuing.
You're fighting the wrong fight by blaming the EU for this.
This is a highly solvable problem, one that is solved by not overloading the national elections with to different concerns.
EU has checks and balances that were intended for a trade union, not a nascent superstate. If we don't implement proper checks and balances in a real fucking hurry, we'll wake up one morning and realize the EU has turned into another Soviet union, and by then it'll be far too late to do anything about it.
How badly would you say the council or commission have to mess things up before they saw any voter-initiated repercussions what so ever with a system of accountability that requires voters to consider punishing the council or comission more important than their own national elections?
If accountability is to work, it has to be more than an abstract theoretical possibility.
It isn't abstract. Your government sends representatives to represent its platform and priorities. If you don't agree with the reps you need to elect a different government.
It's a abstract because you will never ever see a situation where voters neglect national elections to adjust the EU council or commission. Maybe it's what needs to happen, but the way thing are arranged it just won't.
It isn't popular, but they have a name and address right? Not talking violence, but the number one way of dealing with these sorts is to usually talk things out. If you're really concerned about, get a group of similarly minded people and make it unambiguously evident that this person is championing something a lot of people are not behind. It becomes much harder to ignore or wave off something when people start making themselves known on your doorstep.
And no, this isn't dog whistling violence. It is simply applying signal. The only other message I can think of is engaging an investigative journalist/PI and starting to figure out who is lobbying the person, and start pressuring them.
That's a system of accountability in name but not in practice.
Even if there was an option in the national elections that didn't want this stuff, convincing a majority of voters to disregard national politics for an election cycle to have an imperceptibly small impact on the council members is such an unlikely outcome the council or comission would de facto be committing genocides before voters would be mobilized, and even then it's unlikely they'd face any repercussions.
That's the parliament. What about the council and the commission? Am I not allowed to hold them accountable? Does my power as a citizen only extend to a fourth of the balance of power?
They keep getting away with these attrition tactics with regards to implementing near Stasi levels communication surveillance. What about the day they're pushing to give the council unlimited powers, or to abolish voting rights, or to purge jews?
The council is made up of heads of state, so no more undemocratic than your own countries executive, and the commission is selected by the Council and approved by the EU parliament.
Russia and China has elections too, they are a necessary but not sufficient criteria for democracy. Just because there are elections doesn't mean the people can actually hold the government accountable.
The Council and Commission are representatives of your democratically elected national government. You as a citizen of your country get to pick said government.
If the EU were to not exist, your representatives in the Council/Commission (e.g. your national government) would be more powerful because they wouldn't be checked by the Parliament, not less.
Your problem is with your government, they just successfully deflected it to the EU in your mind.
The range claims depend on the size of the battery pack. The Denza has a larger pack than what is quoted in the article. Also, the Chinese CLTC range ratings are overly optimistic with 1000km CLTC being ~820km WLTP or ~700km EPA.
> at some point why doesn’t the CTO / CEO / etc. say “I’m going to go have conversations with the workers to get their perspective?”
Why would you when all of the reports you're getting from your managers are 5/5 stars and "everything's great". Once an organization gets large enough, the information that reaches C-suite has been filtered through so many layers that it barely resembles reality anymore, even when you remove malice from the equation.
its extremely hard if you're being lied to when your org is so vast that trusting delegated responsible individuals is the realistic way of managing it. Also its probably not going to factor into your bonus.
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