4 ms·
Aren't people en-masse realising that AI, for all its impressive bling, is a stupid blunt instrument? If you've used it for any amount of time you'll know this.
by raffraffraff 3y ago
Aren't people en-masse realising that AI, for all its impressive bling, is a stupid blunt instrument? If you've used it for any amount of time you'll know this. Sure, it's a great time-saver, and if you use it wisely it can remove a lot of tedium. But if you're a developer, one thing you'll know is that it cannot replace developers. You still need to structure your whole project yourself, figure out what the data schema needs to look like, and direct the AI tool to do small sections of the work. And you should be ready to sanity check and debug anything it spits out. Similarly with AI image stuff, if you have a bunch of old black & white photos that were taken on a shitty camera in the 1940s, you can get it to upscale, repair, clean and colourize. But if any living person knows any of the subjects in the photographs, be ready for them to laugh their heads off (or get extremely angry) that grandpappy's eyes are not grandpappy's eyes, that they have lost all family resemblance and look more like expertly stuck-on googly eye stickers. Also the colour palettes are wrong for the time, their teeth get magically straightened, their fob-watch chain gets turned into a rope etc. Some of these un-guided AI effects are as bad as their non-AI counterparts, like Affinity Photo's "magic inpainting" that's supposed to let you easily paint out unwanted items in a photo. They look like magic when removing a seagull from a cloudless sky, but they'll make an absolute hames out of anything remotely complex. For example, removing a person from a busy street. Instead of inventing some plausible background to replace them with, it'll just auto-clone their surroundings into the vacuum so you end up with very obviously duplicated features (door handles, street signs etc). This is something that you would never do as a photography professional. So can it save you a bunch of time? Sometimes. Can you rely on it to work without a human in the loop? You're havin' a laugh!
Something that all AI tools need to build in is the ability to override their learned data and to curb their enthusiasm for inventing completely wrong detail that was never there. While AI has gotten impressive, I wouldn't trust it to do anything remotely important without a competent human driving it.
The biggest problem with AI is that companies that adopt it think that they can fire a bunch of staff and let AI tools run amok.
- deleted 3y ago[deleted]
- wegfawefgawefg 3y agoIt's blunt if youre using it for dumb shit in the same way that a hammer is a blunt instrument if used to break peoples stuff. If you are using it for highly domain specific knowledge its very good, whether that's protien folding, teaching you some arcane programming language macro, etc.
- whatwhaaaaat 3y agoIf we have to use an analogy I think a better analogy is that it’s blunt like a dull knife. From a ways back it might look sharp but zoom in and it’s not. The only way any of the current ai appears competent in any domain is if the user themselves it not.
- wegfawefgawefg 3y agoI think its totally the other way around actually. It looks blunt from afar, but when you use it on specific fiddly things, it does a great job. Domain experts get the most out of it. The average person really can't use it well. I do agree with you that output on non domain specific tasks does not stand up to scrutiny. However, I often have to remind people that gpt4, and chatgpt in particular are not really llm's functioning at peak performance. gpt3 was amazing before rlhf. i assume the ungimped gpt4 was even better. Its unfortunate because it has damaged the reputation of what would otherwise be superhuman ai, so now everyone thinks ai is just a shitty ghost writer for corporate safe spam. Don't get tricked.
- Hasu 3y ago> Domain experts get the most out of it. The average person really can't use it well. This is the exact opposite of what research has shown so far. Top performers show productivity _decreases_ with LLM assistance, lower performers and less experienced users show a modest improvement. [0] [0] https://www.nber.org/papers/w31161 https://www.nber.org/papers/w31161
- hombre_fatal 3y ago
- refulgentis 3y agoTo be fair the guy is speculating (n.b. suggest breaking that first chunk up, it's about a page and half in a single paragraph)
- rolph 3y agowhat is being called AI is nothing special its just another script,just like cloud is just storage on another computer. there was this mentalist act,[kreskin] as many are, the act was a mind reading, clarivoyant number, backed by the same thing "AI" does, i.e. statistical analysis, and ordering, of information gained while evesdropping.