Yeah but imagine how hard robotics are if we can’t make a dam thing to just speed and turn correctly(I.e 2 params). You also seem to overestimate the inertia of the tech advantage. Being first is not always the most important thing. See google AI as prime example.
The failure of self-driving cars has nothing to do with technology and everything to do with regulation. It’s been demonstrated time and again that statistically, self-driving cars are safer than human-driven cars.[1]
Autonomous driving is a solved problem. The fact that self-driving cars are not permitted on most of the world’s roads is 100% the fault of regulators and those who vote for them.
Your link does not prove your point. It's about ADAS and even shows that it is not universally safer than human driving.
> However, accidents involving Advanced Driving Systems occur more frequently than Human-Driven Vehicle accidents under dawn/dusk or turning conditions, which is 5.25 and 1.98 times higher, respectively.
>> The fact that self-driving cars are not permitted on most of the world’s roads is 100% the fault of regulators and those who vote for them.
Maybe a part of the fault is also the self driving systems themselves that keep crashing and killing people. I don’t have data to say with certainty whether self driving cars are safer or less safe than humans(I think they are less safe especially if taken out of their “trial” zones/sampling) but I can tell you that is less acceptable for self driving cars to kill people than it is for humans for “obvious” reasons especially when the self driving cars do this due stupid mistakes that a human driver would not (I.e goes straight into another car in plain day).
Can you give an example of smartness where Gemini is better than the other 2? I have found Gemini 3 pro the opposite of smartness on the tasks I gave him (evaluation, extraction, copy writing, judging, synthesising ) with gpt 5.2 xhigh first and opus 4.5/4.6 second. Not to mention it likes to hallucinate quite a bit .
I use it for classic engineering a lot, it beats out chatgpt and opus (I haven't tried as much with opus as chagpt though). Flash is also way stronger than it should be
Am I the only one that can’t find Gemini useful except if you want something cheap? I don’t get what was the whole code red about or all that PR. To me I see no reason to use Gemini instead of of GPT and Anthropic combo. I should add that I’ve tried it as chat bot, coding through copilot and also as part of a multi model prompt generation.
Gemini was always the worst by a big margin. I see some people saying it is smarter but it doesn’t seem smart at all.
You are not the only one, it's to the point where I think that these benchmark results must be faked somehow because it doesn't match my reality at all.
maybe it depends on the usage, but in my experience most of the times the Gemini produces much better results for coding, especially for optimization parts. The results that were produced by Claude wasn't even near that of Gemini. But again, depends on the task I think.
The good thing is that now instead to spend 6 months - 1 year working on your app and making sure the code is just perfect you spend just a 1 or two , generate some garbage code but at least publish your app before you burn out. Once it gains some traction like it or not you gonna have to "fix the code" as well. I feel that AI is really a blessing for good programmers/coders because they start to focus more on the business of what they build than on the code.
If you do a somewhat bad thing with no pushback it becomes possible to do a somewhat worse thing with no pushback. Gradually you end up doing really bad things with total impunity.
Devil’s advocate: you should still have a reason to do the bad thing in the first place. I’m not a good enough politician to understand how this benefits anyone’s interests (don’t get me wrong, I do suspect Russia to be behind this, but still don’t get the objective - but then again I don’t get the objective of their special bullshit operation either)
Indeed many people who subscribe to Rational Actor theory of politics are stupefied by this. However the thing about personalistic dictatorships is their foreign policy and aggression are all subject to the whims of one person, even though the media still refers to them as if they are real countries with collective decision-making. And they indeed may be acting rationally just not in the axiomatic framework any sane person would even consider.
Say some dictator lived through a trauma that he projects onto some group of people. Or that he considers himself a spiritual successor (perhaps even the reincarnation) of Ivan the Great, the Collector or Lands. Once you ease yourself into this mindset you see the logic.
"personalistic dictatorships is their foreign policy and aggression are all subject to the whims of one person, even though the media still refers to them as if they are real countries with collective decision-making. And they indeed may be acting rationally just not in the axiomatic framework any sane person would even consider."
Hmmm...why does that sound so familiar with a major western country??? ;-p
The reason is resentment rooted in an inferiority complex. Russia's state ideology is that they're being oppressed by "the West", and they really believe it up to the highest levels of government. They're quite convinced that hurting their "enemy" this way amounts to securing their interest, because by damaging "the West", their own relative power is elevated and that makes them a serious player on the international stage.
I think sabotage is at least partly signalling: "Don't support Ukraine too much, or more bad things will happen to you."
The point of the "special operation" was that there would not be a culturally-adjacent functioning democracy next door, because that might give the Russian people ideas.
For signalling you need the signal. You need to break the train track and then say if you keep supporting Ukraine we'll do worse things. If you stay quiet, it doesn't work.
For the record, it was me. I committed terrorism to bring awareness to Rust's excessive use of punctuation marks.
No, (apparent) ambiguity works fine, as long as the recipient of the message understands it. The Mafia can put a brick through your window, and you know what's going on, even without them signing the brick.
Only if you recently did something that you know the Mafia hates. If I got a brick through my window right now, my best theory would be that they got the wrong window. What would yours be?
Russia is desperate for leverage. Apart from China, they are severely isolated from rich markets. Targeted violence is an attempt at generating leverage, in the same way some racketeers would hit shops that refuse to pay "protection" money.
Creating chaos in democracies is forcing the elected politicians to focus on the interior, thus leaving them less resources (or public interest) for stopping remote invasions.
Nothing happened to them, they're still around; just consolidated into industrial operations.
The "twist" is they rot as e-waste every 18 months when newer models arrive, generating roughly 30,000 metric tonnes of eWaste annually[0] with no recycling programmes from manufacturers (like Bitmain)... which is comparable to the entire country of the Netherlands.
Turns out the decentralised currency for the people is also an environmental disaster built on planned obsolescence. Who knew.
If the power was used over the whole year (and not just one hour)
(2600 MWh / year) / (24 * 365 h/year) = 0.29 MWh = 296 kWh. Thats like hair dryer levels of power consumption (if the hair dryver was left on all the time)
Why are you even trying to argue energy consumption when the topic is eWaste due to bitcoin ASICs?
Even if we continue down this route, its something like 15% of global stock transactions going through NYSE, per transaction its extremely efficient when compared to Ethereum; but thats not the argument anyway- its that the hardware used for mining is barely useful outside of that use-case, and the shelf-life is very low to boot.
If there was a use-case, we’d have found it by now, since 30,000 Tonnes a year of it ends up in landfills, surely someone would dig it out or buy it if it had utility.
I think OpenAI will IPO at 1T. I don’t want to say bubble but it could be one of these stocks super hyped that never goes anywhere after the IPO(I.e airbnb during Covid)
But somehow google fails to execute. Gemini is useless for programming and I don’t think even bother to use it as chat app. Claude code + gpt 5.2 xhigh for coding and gpt as chat app are really the only ones that are worth it(price and time wise)
I've recently switched to Claude for chat. GPT 5.2 feels very engagement-maxxed for me, like I'm reading a bad LinkedIn post. Claude does a tiny bit of this too, but an order of magnitude less in my experience. I never thought I'd switch from ChatGPT, but there is only so much "here's the brutal truth, it's not x it's y" I can take.
GPT likes to argue, and most of its arguments are straw man arguments, usually conflating priors. It's ... exhausting; akin to arguing on the internet. (What am I even saying, here!?) Claude's a lot less of that. I don't know if tracks discussion/conversation better; but, for damn sure, it's got way less verbal diarrhea than GPT.
Yes, GPT5-series thinking models are extremely pedantic and tedious. Any conversation with them is derailed because they start nitpicking something random.
But Codex/5.2 was substantially more effective than Claude at debugging complex C++ bugs until around Fall, when I was writing a lot more code.
I find Gemini 3 useless. It has regressed on hallucinations from Gemini 2.5, to the point where its output is no better than a random token stream despite all its benchmark outperformance. I would use Gemini 2.5 to help write papers and all, can't see to use Gemini 3 for anything. Gemini CLI also is very non-compliant and crazy.
To me ChatGPT seems smarter and knows more. That’s why I use it. Even Claude rates gpt better for knowledge answers. Not sure if that itself is any indication. Claude seems superficial unless you hammer it to generate a good answer.
Gemini is by far the best UI/UX designer model. Codex seems to the worst: it'll build something awkward and ugly, then Gemini will take 30-60 seconds to make it look like something that would have won a design award a couple years ago.
It is a bit mind boggling how behind they were considering they invented transformers and were also sitting on the best set of training data in the world, but they've caught up quite a bit. They still lag behind in coding, but I've found Gemini to be pretty good at more general knowledge tasks. Flash 3 in particular is much better than anything of comparable price and speed from OpenAI or Anthropic.
Yesterday GPT 5.2 wrote a python function for me that had the import in the middle of the code, for no reason. (It was a simple import of requests module in a REST client...)
Claude I agree is a lot better for backend,Gemini is very good for frontend
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