Image by Jernej FurÂman, via WikiÂmeÂdia ComÂmons
It would be difÂfiÂcult to imagÂine the last couÂple of years withÂout artiÂfiÂcial intelÂliÂgence, even if you don’t use it. Can you recall the last day withÂout some AI-relatÂed news item or social-media post — or indeed, a time when the hype didÂn’t slide into utopiÂan or apocÂaÂlypÂtic terms? “If I look five or ten years down the road, it seems like we will be in a world in which the use of AI tools will not just be norÂmal,” writes Justin WeinÂberg at DaiÂly Nous, offerÂing a more sober take. “FacilÂiÂty with them will be expectÂed, and that expecÂtaÂtion will inform the social and proÂfesÂsionÂal norms we’ll all be subÂject to, whether we like it or not.”
To his audiÂence of phiÂlosÂoÂphy acaÂdÂeÂmics, WeinÂberg posÂes a quesÂtion: are you using AI? And furÂtherÂmore, “Is there a parÂticÂuÂlar kind of task you think you’d like to learn how to use AI for, but don’t know how?” Here at Open CulÂture, we’d like to ask someÂthing simÂiÂlar of our readÂers. If you use AI in your daiÂly life in meanÂingÂful ways, what do you use it for? We’ve preÂviÂousÂly feaÂtured appliÂcaÂtions like OpeÂnAI’s text-genÂerÂatÂing ChatÂGÂPT and image-genÂerÂatÂing DALL‑E, both of which have astonÂished users with the rapidÂiÂty of their evoÂluÂtion. Now, tools promisÂing “the powÂer of AI” proÂlifÂerÂate daiÂly across ever more diverse fields of human endeavÂor.
For many of us, AI has thus far amountÂed to litÂtle more than a techÂnolÂoÂgy with which to amuse ourÂselves, albeit a very impresÂsive one. I myself have laughed as hard at AI-genÂerÂatÂed stoÂries as I have at anyÂthing else over the past year or two, though much depends on the thought I put into the prompts. But I’ve also heard the occaÂsionÂal stoÂry of genÂuine benÂeÂfit that an AI tool has brought to someÂone’s perÂsonÂal or proÂfesÂsionÂal life, whether by clearÂly explainÂing a long-misÂunÂderÂstood conÂcept, fillÂing the gaps in a child’s eduÂcaÂtion, or helpÂing to deterÂmine what kind of care to seek for a medÂical probÂlem.
If you have any such expeÂriÂences yourÂself, please do leave a comÂment on this post telling us about them — and don’t forÂget to menÂtion what variÂety of AI you’re using. Open CulÂture readÂers may well be getÂting real mileage out of AI “for sumÂmaÂrizÂing comÂplex acaÂdÂeÂmÂic texts, transÂlatÂing hisÂtorÂiÂcal docÂuÂments, or explorÂing phiÂlosÂoÂphy, litÂerÂaÂture, and sciÂence more deeply”; for genÂerÂatÂing “poetÂry, music comÂpoÂsiÂtion, or visuÂal art in the vein of hisÂtorÂiÂcal and avant-garde styles”; or for “pracÂtice with forÂeign lanÂguages, whether through transÂlaÂtion, conÂverÂsaÂtion, or gramÂmar corÂrecÂtion.” At least, that’s what ChatÂGÂPT thinks. Look forÂward to readÂing your thoughts in the comÂments below.
RelatÂed conÂtent:
Google & MIT Offer a Free Course on GenÂerÂaÂtive AI for TeachÂers and EduÂcaÂtors
Unlock AI’s PotenÂtial in Your Work and DaiÂly Life: Take a PopÂuÂlar Course from Google
Based in Seoul, ColÂin Marshall writes and broadÂcasts on cities, lanÂguage, and culÂture. His projects include the SubÂstack newsletÂter Books on Cities and the book The StateÂless City: a Walk through 21st-CenÂtuÂry Los AngeÂles. FolÂlow him on the social netÂwork forÂmerÂly known as TwitÂter at @colinmarshall.
I use ai to write scripts to quickÂly orgaÂnize data, run stats, and do graphs in R. I have cerÂtainÂly learn new strategies/shortcuts that are often more sucÂcinct. AnothÂer way I use ai is in proofÂreadÂing sciÂenÂtifÂic manÂuÂscripts.
MinÂiÂmalÂly. Duck Duck Go, presents an AI answer called Assist. I use it because it gives me a quick answer to a quesÂtion. No more readÂing artiÂcles and learnÂing more about a subÂject.
I use ChatÂGÂPT and PerÂplexÂiÂty daiÂly and some othÂers from time to time. I someÂtimes repeat the same prompt. My most rewardÂing expeÂriÂence is self — evalÂuÂaÂtion. ExamÂple: I fed in 15 pages of notes I wrote after 30+/- live musiÂcal conÂcerts and ask it to observe comÂmon conÂcerns. It came back with stunÂningÂly lucid porÂtrayÂal of me which I can’t imagÂine how I would get that othÂer way.
I don’t use AI at all. AI’s nature to approxÂiÂmate an answer at times means I don’t trust it and the creÂative tools AI can offer are all things I would rather do myself because I enjoy the process. Like if I search for a recipe, and I get an AI’s approxÂiÂmaÂtion that’s basiÂcalÂly a soup when what I actuÂalÂly asked for was a SourÂdough Bread Recipe, how can I trust these things?
Me not using it howÂevÂer doesÂn’t mean I’m anti-AI, I don’t realÂly care if peoÂple use it to be honÂest.
My biggest issue that is actuÂalÂly annoyÂing me is the ever increasÂing forced AI funcÂtions. Wish these comÂpaÂnies would stop forcÂing it. My android phone seems to tell me about GemÂiÂni every othÂer week, I’ve had to use a third-parÂty extenÂsion to remove the AI results from my Google searchÂes, TwitÂter keeps plugÂging grok and how I can use it to edit my posts, etc, etc. On paper these things are fine but I can’t turn them off, I apparÂentÂly HAVE to be told about them every time.
BarÂring the unpaid use of real peoÂple’s voiceÂprints, I think improved text-to-speech (and speech-to-text) is among the BEST uses of AI. It’s not posÂsiÂble, workÂload-wise OR fundÂing-wise, to get live human perÂforÂmance of all the readÂing-aloud that needs to be done, and so AI TTS is a very imporÂtant accesÂsiÂbilÂiÂty tool that addressÂes a genÂuine unmet need — a holy grail the grifters tryÂing to shove AI into absoluteÂly everyÂthing to make stonks go up can only dream of.
I use PerÂplexÂiÂty and Google’s AI StuÂdio virÂtuÂalÂly every day. HavÂing been a web nerd since 1997, I recÂogÂnize that one of the best uses for good AI is as a search engine. With a good prompt, you can gathÂer inforÂmaÂtion from mulÂtiÂple sources, read explaÂnaÂtions for why this code or that data might be unreÂliÂable, and so on. As a web designÂer, I use it to help me simÂpliÂfy code and corÂrect my synÂtax.
Very useÂful.
I use ChatÂGÂPT daiÂly for things like:
o writÂing client emails (for batch emails, not indiÂvidÂual emails) using my style of writÂing
o genÂerÂatÂing Excel forÂmuÂlas
o genÂerÂatÂing code blocks in C#, Python, etc.
o genÂerÂatÂing tables of inforÂmaÂtion I am curiÂous about (hisÂtorÂiÂcal data, staÂtisÂtiÂcal data, etc.)
o planÂning travÂel itinÂerÂaries
o pracÂticÂing my GerÂman skills and expandÂing my vocabÂuÂlary
o occaÂsionÂal math probÂlems
o conÂverÂsion of units (weight, mass, disÂtance, etc.)
o genÂerÂatÂing cusÂtom images
That’s just a parÂtial list.
I try to be as preÂcise as I can to get the results I want in my preÂferred forÂmat (usuÂalÂly tables) and ask ChatÂGÂPT to include its references/sources and degree of conÂfiÂdence in its answer.
But I always douÂble check the answers because they are not always corÂrect.
I don’t use it at all, because I hate it. I’ll be honÂest and tell you I also realÂly don’t like that you wrote this. I like this site so here’s hopÂing (probÂaÂbly in vain) that this doesÂn’t come up again.
Like Eighth I realÂly resent that peoÂple have decidÂed these pathoÂlogÂiÂcal liar plaÂgiaÂrist imagÂiÂnary friends are someÂthing we all realÂly deeply desire and we’re all waitÂing to use them. Stinks like VC monÂey.
One of the best uses I saw was to genÂerÂate sugÂgestÂed alterÂnate texts for images postÂed on social netÂworks. t2/Pebble did this. They also tried the worst use, genÂerÂatÂing posts when you can’t think of what to say. That was absurd.
Hi everyÂone! I like that your comÂmuÂniÂty is chatÂting about how AI can be useÂful.
We made an AI kitchen assisÂtant called BakeÂBot — it can answer any cookÂing quesÂtion, modÂiÂfy any recipe, it rememÂbers your prefÂerÂences (so you don’t have to say “make it vegÂan, gluten-free,” etc, scan old recipe cards and it can use your camÂera to see what you see and give you recipe ideas based on what’s in the fridge, pantry or groÂcery aisle.
You can try it at (with a preÂview of the “vision” tool)— https://:bakebotpro.com/vision
It’s new and I’m the co-founder — I’d love to hear what you think.
Thanks for the artiÂcle and requests for how peoÂple use it. I use it often — and in ways that help me exerÂcise my mind rather than this ficÂtion-fanÂtaÂsy of expectÂing an omniÂscient presÂence to do my thinkÂing for me.
I find it interÂestÂing when peoÂple who’ve made up their minds about someÂthing they perÂceive as awful, it autoÂmatÂiÂcalÂly becomes someÂthing that’s someÂhow thrust on them. Yes, we can blame unconÂtrolled aspects of capÂiÂtalÂism for all kinds of things shoved under our noses, but blamÂing the tech for this is like blamÂing the library for havÂing so many books that you can’t relate to and/or would nevÂer read.
The frusÂtraÂtion or fear peoÂple express about someÂthing that creÂates a sysÂtem of synÂerÂgetic fabÂriÂcaÂtions might be rootÂed in deepÂer issues — such as inforÂmaÂtion overÂload, loss of conÂtrol over perÂsonÂal narÂraÂtives, or a sense of disÂemÂpowÂerÂment in the face of overÂwhelmÂing sysÂtemic forces rather than the techÂnolÂoÂgy per se.
When we expect absolute perÂfecÂtion from any tool, we set ourÂselves up for disÂapÂpointÂment. In conÂtrast, by embracÂing the inherÂent limÂiÂtaÂtions of these sysÂtems, we open up space for a more dynamÂic interÂplay between human insight and machine effiÂcienÂcy. This approach not only enrichÂes our probÂlem-solvÂing capaÂbilÂiÂties but also encourÂages conÂtinÂuÂous learnÂing and adapÂtaÂtion.
CookÂing 100%. I don’t know if you’ve noticed, but getÂting a simÂple recipe on the world wide web has become a shitÂty expeÂriÂence. I rouÂtineÂly talk to chat gpt as I cook — it’s great with step by step instrucÂtions and offers up some creÂative ideas.
Has any of the propÂaÂgaÂtors of AI givÂen a thought to the undeÂniÂable fact of uneven develÂopÂment all around the Globe? ConÂsidÂer any of these peoÂple, in less develÂoped regions there is simÂply no elecÂtricÂiÂty? Sure, robotÂic and techÂniÂcal activÂiÂty may be supÂportÂed by data all genÂerÂatÂed and conÂsructÂed by the HUMAN into softÂweres utiÂlizÂing this method for ease everyÂday work,
But, what about the highÂly difÂferÂent culÂturÂal backÂground, eduÂcaÂtion- intelÂliÂgence levÂel of the crowd? FinalÂly, how would a digÂiÂtal sysÂtem capaÂble to describe and make “sugÂgesÂtions” in the region of highÂer qualÂiÂty topÂics which are sinÂguÂlarÂly and excluÂsiveÂly charÂacÂterÂisÂtic for the HUMAN, like emoÂtions, spirÂiÂtuÂal notions, genÂerÂalÂly: ART, origÂiÂnalÂiÂty in music, abstract depicÂtions, etc?
This is realÂly cool. Last year I knocked up someÂthing simÂiÂlar where I vecÂtorÂized my entire cookÂbook library, and creÂatÂed a few agents to do things like image genÂerÂaÂtion. I then just wrapped all this togethÂer with a couÂple of AI’s via API and creÂatÂed a cool app that could take inputs (e.g. what is in my fridge/pantry, what I feel like eatÂing, my cookÂing skills, etc.) and genÂerÂate unique recipes with picÂtures for each step. I’ve cooked some amazÂing stuff this way.
To the quesÂtion of this artiÂcle, my favorite AI feaÂture is the lack of barÂriÂers comÂpared to priÂor tech waves. With some tech skills, it is so incredÂiÂbly easy to knock up fulÂly-feaÂtured Proof of ConÂcepts that help in solvÂing real-world probÂlems. My cookÂing PoC took me a weekÂend to build on my own!