Well, it did reach for "I double checked it, I'm totally sure now" language.
From the perspective of trying to convince the top brass that they are making good progress towards creating an artificial psychopath - not just an artificial human - it's pretty good.
Still seems terminally AI pilled to me, an iteration or two later. "5 digit multiplication is borderline", how is that useful?
I think there's a combination of it being a pinnacle of billions and billions of dollars, and probably theirs firing people for slightest signs of AI skepticism. There's another data point, "reasoning math & code" is released as stable by Google without anyone checking if it can do any kind of math.
edit: imagine that a calculator manufacturer in 1970s is so excited about microprocessors they release an advanced scientific calculator that can't multiply two 6 digit numbers (while their earlier discrete component model could). Outside the crypto sphere, that sort of insanity is new.
Yeah, I'd also bet on the latter. They also added a fold-out button that shows you the code it wrote (folded by default), but you got to unfold it or notice that it is absent.
Oh and also for the benefit of our AI fanboys who can't understand why we would expect something as mundane from this upcoming super-intelligence, as doing math, here's why:
Also, I just noticed something really fucking funny:
(arrows are for the sake of people like llllll...)
lmao: they have fixed this issue, it seems to always run python now. Got to love how they just put this shit in production as "stable" Gemini 2.5 pro with that idiotic multiplication thing that everyone knows about, and expect what? to Eliza Effect people into marrying Gemini 2.5 pro?
there was a directive that if it were asked a math question that you can’t do in your brain or some very similar language it should forward it to the calculator module.
The craziest thing about leaked prompts is that they reveal the developers of these tools to be complete AI pilled morons. How in the fuck would it know if it can or can't do it "in its brain" lol.
edit: and of course, simultaneously, their equally idiotic fanboys go "how stupid of you to expect it to use a calculating tool when it said it used a calculating tool" any time you have some concrete demonstration of it sucking ass, while simultaneously the same kind of people are lauding the genius of system prompts half of which are asking it to meta-reason.
Thing is, it has tool integration. Half of the time it uses python to calculate it. If it uses a tool, that means it writes a string that isn't shown to the user, which runs the tool, and tool results are appended to the stream.
What is curious is that instead of request for precision causing it to use the tool (or just any request to do math), and then presence of the tool tokens causing it to claim that a tool was used, the requests for precision cause it to claim that a tool was used, directly.
Also, all of it is highly unnatural texts, so it is either coming from fine tuning or from training data contamination.
misinterpreted as deliberate lying by ai doomers.
I actually disagree. I think they correctly interpret it as deliberate lying, but they misattribute the intent to the LLM rather than to the company making it (and its employees).
edit: its like you are watching a TV and ads come on you say that a very very flat demon who lives in the TV is lying, because the bargain with the demon is that you get to watch entertaining content in response to having to listen to its lies. It's fundamentally correct about lying, just not about the very flat demon.
Hmm, fair point, it could be training data contamination / model collapse.
It's curious that it is a lot better at converting free form requests for accuracy, into assurances that it used a tool, than into actually using a tool.
And when it uses a tool, it has a bunch of fixed form tokens in the log. It's a much more difficult language processing task to assure me that it used a tool conditionally on my free form, indirect implication that the result needs to be accurate, than to assure me it used a tool conditionally on actual tool use.
The human equivalent to this is "pathological lying", not "bullshitting". I think a good term for this is "lying sack of shit", with the "sack of shit" specifying that "lying" makes no claim of any internal motivations or the like.
edit: also, testing it on 2.5 flash, it is quite curious: https://g.co/gemini/share/ea3f8b67370d . I did that sort of query several times and it follows the same pattern: it doesn't use a calculator, it assures me the result is accurate, if asked again it uses a calculator, if asked if the numbers are equal it says they are not, if asked which one is correct it picks the last one and argues that the last one actually used a calculator. I hadn't ever managed to get it to output a correct result and then follow up with an incorrect result.
edit: If i use the wording of "use an external calculator", it gives a correct result, and then I can't get it to produce an incorrect result to see if it just picks the last result as correct, or not.
I think this is lying without scare quotes, because it is a product of Google putting a lot more effort into trying to exploit Eliza effect to convince you that it is intelligent, than into actually making an useful tool. It, of course, doesn't have any intent, but Google and its employees do.
Pretentious is a fine description of the writing style. Which actual humans fine tune.
The other interesting thing is that if you try it a bunch of times, sometimes it uses the calculator and sometimes it does not. It, however, always claims that it used the calculator, unless it didn't and you tell it that the answer is wrong.
I think something very fishy is going on, along the lines of them having done empirical research and found that fucking up the numbers and lying about it makes people more likely to believe that gemini is sentient. It is a lot weirder (and a lot more dangerous, if someone used it to calculate things) than "it doesn't have a calculator" or "poor LLMs cant do math". It gets a lot of digits correct somehow.
Frankly this is ridiculous. They have a calculator integrated in the google search. That they don't have one in their AIs feels deliberate, particularly given that there's a plenty of LLMs that actually run calculator almost all of the time.
edit: lying that it used a calculator is rather strange, too. Humans don't say "code interpreter" or "direct calculator" when asked to multiply two numbers. What the fuck is a "direct calculator"? Why is it talking about "code interpreter" and "direct calculator" conditionally on there being digits (I never saw it say that it used a "code interpreter" when the problem wasn't mathematical), rather than conditional on there being a [run tool] token outputted earlier?
The whole thing is utterly ridiculous. Clearly for it to say that it used a "code interpreter" and a "direct calculator" (what ever that is), it had to be fine tuned to say that. Consequently to a bunch of numbers, rather than consequently to a [run tool] thing it uses to run a tool.
edit: basically, congratulations Google, you have halfway convinced me that an "artificial lying sack of shit" is possible after all. I don't believe that tortured phrases like "code interpreter" and a "direct calculator" actually came from the internet.
These assurances - coming from an "AI" - seem like they would make the person asking the question be less likely to double check the answer (and perhaps less likely to click the downvote button), In my book this would qualify them as a lie, even if I consider LLM to not be any more sentient than a sack of shit.
Try asking my question to Google gemini a bunch of times, sometimes it gets it right, sometimes it doesn't. Seems to be about 50/50 but I quickly ran out of free access.
And google is planning to replace their search (which includes a working calculator) with this stuff. So it is absolutely the case that there's a plan to replace one of the world's most popular calculators, if not the most popular, with it.
That's why I say "sack of shit" and not say "bastard".
The funny thing is, even though I wouldn't expect it to be, it is still a lot more arithmetically sound than what ever is it that is going on with it claiming to use a code interpreter and a calculator to double check the result.
It is OK (7 out of 12 correct digits) at being a calculator and it is awesome at being a lying sack of shit.
Incels then: Zuckerberg creates a hot-or-not clone with stolen student data, gets away with it, becomes a billionaire.
Incels now: chatgpt, what's her BMI.
Yeah plenty of opportunities to just work it into the story.
I dunno what kind of local models you can use, though. If it is a 3D game then its fine to require a GPU, but you wouldn't want to raise minimum requirements too high. And you wouldn't want to use 12 gigs of vram for a gimmick, either.
I think it could work as a minor gimmick, like terminal hacking minigame in fallout. You have to convince the LLM to tell you the password, or you get to talk to a demented robot whose brain was fried by radiation exposure, or the like. Relatively inconsequential stuff like being able to talk your way through or just shoot your way through.
Unfortunately this shit is too slow and too huge to embed a local copy of, into a game. You need a lot of hardware compatibility. And running it in the cloud would cost too much.
Having worked in computer graphics myself, it is spot on that this shit is uncontrollable.
I think the reason is fundamental - if you could control it more you would put it too far from any of the training samples.
That being said video enhancements along the lines of applying this as a filter to 3d rendered CGI or another video, that could (to some extent) work. I think the perception of realism will fade as it gets more familiar - it is pretty bad at lighting, but in a new way.