this post was submitted on 23 Nov 2025
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[–] MagicShel@lemmy.zip 2 points 2 days ago* (last edited 2 days ago) (6 children)

Not OP, but...

It's not always perfect, but it's good for getting a tldr to see if maybe something is worth reading further. As for translations, it's something AI is rather decent at. And if I go from understanding 0% to 95%, really only missing some cultural context about why a certain phrase might mean something different from face value, that's a win.

You can do a lot with AI where the cost of it not being exactly right is essentially zero. Plus, it's not like humans have a great track record for accuracy, come to think of it. It comes down to being skeptical about it like you would any other source.

[–] porcoesphino@mander.xyz 2 points 2 days ago (5 children)

Strongly disagree with the TLDR thing

At least, the iPhone notifications summaries were bad enough I eventually turned them off (but periodically check them) and while I was working at Google you couldn't really turn of the genAI summaries of internal things (that evangelists kept adding to things) and I rarely found them useful. Well... they're useful if the conversation is really bland but then the conversation should usually be in some thread elsewhere, if there was something important I don't think the genAI systems were very good at highlighting it

[–] FauxLiving@lemmy.world 0 points 1 day ago (1 children)

iPhone notification summaries were made with GPT3.5 I believe (maybe even the -turbo version).

It doesn't use reasoning and so when using very short outputs it can produce wild variations since there are not a lot of previous tokens in order to direct the LLM into the appropriate direction in kv-space and so you're more at the whims of temperature setting (randomly selecting the next token from a SOFTMAX'd list which was output from the LLM).

You can take those same messages and plug them into a good model and get much higher quality results. But good models are expensive and Apple is, for some reason, going for the budget option.

[–] brucethemoose@lemmy.world 1 points 1 day ago

AFAIK some outputs are made with a really tiny/quantized local LLM too.

And yeah, even that aside, GPT 3.5 is really bad these days. It’s obsolete.

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