By 2030, AI will greatly outperform humans in some complex intellectual tasks. Discover how LLMs are doubling their capabilities every seven months.

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[–] 121 points 1 year ago (4 children)

This is like measuring the increasing speeds of cars in the early years and extrapolating that they would be supersonic by now by ignoring the exponential impact that air resistance has.

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  • [–] 26 points 1 year ago*

    Very good analogy. They're also ignoring that getting faster and faster at reaching a 50% success rate (a totally unacceptable success rate for meaningful tasks) doesn't imply ever achieving consistently acceptable success.

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  • [–] 18 points 1 year ago

    My son has doubled in size every month for the last few months. At this rate he'll be fifty foot tall by the time he's seven years old.

    Yeah, it's a stupid claim to make on the face of it. It also ignores practical realities. The first is those is training data, and the second is context windows. The idea that AI will successfully write a novel or code a large scale piece of software like a video game would require them to be able to hold that entire thing in their context window at once. Context windows are strongly tied to hardware usage, so scaling them to the point where they're big enough for an entire novel may not ever be feasible (at least from a cost/benefit perspective).

    I think there's also the issue of how you define "success" for the purpose of a study like this. The article claims that AI may one day write a novel, but how do you define "successfully" writing a novel? Is the goal here that one day we'll have a machine that can produce algorithmically mediocre works of art? What's the value in that?

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  • [–] 85 points 1 year ago (2 children)

    *with 50 percent reliability.

    Heck of an asterisk on this claim.

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  • [–] 15 points 1 year ago (4 children)

    That sounds like a coin flip, but 50% reliability can be really useful.

    If a model has 50% chance of completing a task that would cost me an hour - and I can easily check it was completed correctly - on average, I'm saving half of the time it would take to complete this.

    That said, exponentials don't exist in the real world, we're just seeing the middle of a sigmoid curve, which will soon yield diminishing returns.

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  • [–] 60 points 1 year ago (3 children)

    This is such bullshit. Models have already consumed all available data and have nothing left to consume, whole needing exponentially more data for progressive advancements

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  • [–] 45 points 1 year ago (2 children)

    How is completely fucking up literally 50% of the time outperforming exactly???

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  • [–] 36 points 1 year ago* (2 children)

    Classic pseudo-science for the modern grifter. Vague definitions, sloppy measurements, extremely biased, wild unsupported predictions, etc.

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  • [–] 10 points 1 year ago (1 child)

    That graph is hilarious. Enormous error bars, totally arbitrary quantization of complexity, and it's title? "Task time for a human that an AI model completes with a 50 percent success rate". 50 percent success is useless, lmao.

    On a more sober note, I'm very disappointed that IEEE is publishing this kind of trash.

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  • [–] [S] 25 points 1 year ago (1 child)
  • [–] 6 points 1 year ago (2 children)
  • [–] 20 points 1 year ago (1 child)

    Do you not see any value in engaging with views you don't personally agree with? I don't think agreeing with it is a good barometer for whether it's post-worthy

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  • [–] 9 points 1 year ago (1 child)

    Good point, thank you, I figured that sharing poor scientific articles essentially equals spreading misinformation (which I think is a fair point either), but I like your perspective either

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  • [–] 6 points 1 year ago

    I guess the value is that at some point you'll probably hear the core claim - "AI is improving exponentially" - regurgitated by someone making a bad argument, and knowing the original source and context can be very helpful to countering that disinformation.

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  • [–] 20 points 1 year ago (1 child)

    I very much like those huge generalizations in AI articles that makes you small and stupid. Those generalizations proves nothing but they sound like something big is coming. It's parody. How long we see them before people wake up ? Just wait 2 more years and AI will be better bro. You're not using AI properly, you need to learn how to use AI bro. You need to use different model for this task bro. Just pay for corporate products bro. Amount of junk of top of this pile of shit is amusing.

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  • [–] 5 points 1 year ago (1 child)

    Because so much money has been thrown at it, for startups, for power generation, for investors, that this is little more than marketing for retail investors to buy into.

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  • [–] 15 points 1 year ago (1 child)

    Someone doesn't know the folly of extending straight lines graphs into the future.

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  • [–] 14 points 1 year ago
    [–] 14 points 1 year ago* (1 child)

    Is it just me, or is this graph (first graph in the article) completely unintelligible?

    The X-axis being time is self-explanatory, but the Y-axis is somehow exponential time but then also mapping random milestones of performance, meaning those milestones are hard-linked to that time-based Y-axis? What?

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  • [–] 12 points 1 year ago* (1 child)

    when will they be able to tell me how many 'r's are in 'strawberry' in under 1s?

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  • [–] 7 points 1 year ago (1 child)

    Deepseek-r1:1.5b

    Thinking

    Thinking...
    Alright, so I'm trying to figure out how many 'r's are in the word "strawberry." Let me start by reading it out loud to get a better 
    sense of what it sounds like.
    
    S-T-R-A-W-B-E-R-R-Y
    
    Okay, let's break this down letter by letter. The first letter is S, then T, R, A, W, B, E, and two R's at the end.
    
    So far, I've got one 'R' in the third position after S-T- and before A-W-B-E-R-R-Y.
    
    Wait a minute, there are two R's in "strawberry." So that means there are two instances of the letter 'r' in the word. Is that all?
    
    Let me double-check to make sure I'm not missing any other 'r's. Scanning through each letter again:
    
    1. S - No
    2. T - No
    3. R - Yes, one R here.
    4. A - No
    5. W - No
    6. B - No
    7. E - No
    8. R - Second R
    9. R - Third R
    
    Wait, am I counting correctly? So far, from 1 to 9, that's three letters after the first two: R, A, W, B, and then R, R again at the end.
    
    Hold on, maybe I should visualize it like this:
    
    S T R A W B E R R Y
    
    So positions:
    1. S
    2. T
    3. R (position 3)
    4. A
    5. W
    6. B
    7. E
    8. R (position 8)
    9. R (position 9)
    
    And then the word ends with 'Y.'
    
    Hmm, so only two 'R's in total? Let me confirm:
    
    Looking back: positions 3 and 8 and 9.
    
    Wait, that makes three 'R's. Did I miss one?
    
    Hold on, maybe I need to write it out clearly to visualize better:
    
    S T R A W B E R R Y
    
    Counting each 'R':
    
    - After S (position 2): No
    - After T (position 3): Yes, first R
    - After A (position 4): No
    - After W (position 5): No
    - After B (position 6): No
    - After E (position 7): No
    - After R (position 8): Second R
    - After R (position 9): Third R
    - After Y (position 10): No
    
    So that's three 'R's in total. Did I count right? Maybe I should write it down step by step to ensure accuracy.
    
    Alternatively, maybe there are only two 'R's because the 'Y' is considered separate from the R. But logically, even if Y has a vowel 
    sound, 'r' still counts separately unless specified otherwise.
    
    Wait, actually, in English letters, 'Y' isn't really pronounced like an 'R.' It sounds more like a consonant. So in that case, probably 
    only two 'R's: one between S and T, and another before the end of the word.
    
    But I'm still confused because when I count, I sometimes make mistakes. Maybe using an alphabet list or a counting tool would help.
    
    Let me write down each letter with its position:
    
    1. S
    2. T
    3. R (count 1)
    4. A
    5. W
    6. B
    7. E
    8. R (count 2)
    9. R (count 3)
    10. Y
    
    So that's three 'R's in total.
    
    Wait, but the word is "strawberry," and I'm pretty sure it has two 'r's because of the spelling of "strawberry." Maybe the counting 
    matches that.
    
    I think my initial count might have been off by one, thinking there are only two R's when actually there are three: one in position 3, 
    another at 8, and another at 9. But given that Y isn't pronounced like an 'R,' it's more accurate to say there are two 'r's.
    
    Hmm, maybe I need to consider the pronunciation of each letter as well. Even though 'Y' is a consonant, sometimes people might play 
    around with silent letters or other pronunciation rules. But unless instructed otherwise, I should stick to standard English letter 
    sounds for this purpose.
    
    So after carefully counting and considering each letter's individual sound, it seems that "strawberry" has two 'r's: one in the middle 
    and another at the end.
    ...done thinking.
    
    

    To determine how many 'r's are in the word "strawberry," we can break it down letter by letter:
    
    1. **S** - No
    2. **T** - No
    3. **R** (count 1)
    4. **A** - No
    5. **W** - No
    6. **B** - No
    7. **E** - No
    8. **R** (count 2)
    9. **R** (count 3)
    10. **Y** - No
    
    However, considering the pronunciation of each letter and standard English rules, even though 'Y' is a consonant, it's more accurate to 
    say that "strawberry" contains only two 'r's: one in position 3 and another at position 9.
    
    Final Answer: There are two 'r's in the word "strawberry."
    
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  • [–] 8 points 1 year ago (1 child)

    So only 10 years until it isn't a ressource hog anymore...

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  • [–] 6 points 1 year ago

    Is the performance increase related to computing power? I suspect the undelying massive datacenters running the cloud based LLMs are expanding at a similar rate...

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  • [–] 6 points 1 year ago

    Then why do I feel like it's programming abilites are getting worse? I've stopped paying for it now because it causes more frustration than anything else. Works for simple "how can I simplyfi this code" queries when my head hurts, but that's about it.

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  • [–] 5 points 1 year ago

    "performance"

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  • [–] 5 points 1 year ago
    [–] 2 points 1 year ago

    They need to invent an inquiring-gpt or Q-GPT. Otherwise they'll need humans to do the digging.

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  • new moore law dropped

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  • [–] 2 points 1 year ago

    they are improving at an exponential rate. It's just that the exponent is less than one.

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