#ai validation
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Transform Your Ideas in Minutes! – Powered by ProtoBoost.ai
Bring your startup ideas to life in minutes with ProtoBoost’s AI-driven validation platform. Instantly generate prototypes, analyze market demand, and collect real-time feedback. ProtoBoost helps you validate smarter, reduce risk, and build products people actually want—without wasting time or money. Start validating your idea today with confidence!
#protoboost#ai prototype generator#ai validation#idea validation for startup#idea validation#business idea validation#prototyping
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ProtoBoost Overview
Discover how Protoboost.ai revolutionizes idea validation, transforming your rough concept into a detailed, actionable analysis within just minutes. This powerful AI-driven platform guides you through identifying market segments, selecting your beachhead market, profiling target customers and economic buyers, estimating market size, simulating customer interviews, and even brainstorming additional innovative solutions. From generating catchy taglines to visually appealing images, Protoboost.ai simplifies what once took weeks and thousands of dollars into a streamlined, affordable, and quick validation process.
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Some shitty transparents of the anniversary gaku and gumi. Yeah, it's got shitty upscaling, but I really wanted to see their outfits, and I didn't want to wait for the full pngs so I got lazy
#gakupo#kamui gakupo#camui gackpo#gackpoid#gumi#megpoid#vocaloid#transparent edit#just for fun#also coping bc.....probably gakus never getting an update....at least his character is relevant....#unfortunate update: gackt declined to give permissions for an ai voice or a voicebank....which is valid and up to him but.......sad......
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A summary of the Chinese AI situation, for the uninitiated.

These are scores on different tests that are designed to see how accurate a Large Language Model is in different areas of knowledge. As you know, OpenAI is partners with Microsoft, so these are the scores for ChatGPT and Copilot. DeepSeek is the Chinese model that got released a week ago. The rest are open source models, which means everyone is free to use them as they please, including the average Tumblr user. You can run them from the servers of the companies that made them for a subscription, or you can download them to install locally on your own computer. However, the computer requirements so far are so high that only a few people currently have the machines at home required to run it.
Yes, this is why AI uses so much electricity. As with any technology, the early models are highly inefficient. Think how a Ford T needed a long chimney to get rid of a ton of black smoke, which was unused petrol. Over the next hundred years combustion engines have become much more efficient, but they still waste a lot of energy, which is why we need to move towards renewable electricity and sustainable battery technology. But that's a topic for another day.
As you can see from the scores, are around the same accuracy. These tests are in constant evolution as well: as soon as they start becoming obsolete, new ones are released to adjust for a more complicated benchmark. The new models are trained using different machine learning techniques, and in theory, the goal is to make them faster and more efficient so they can operate with less power, much like modern cars use way less energy and produce far less pollution than the Ford T.
However, computing power requirements kept scaling up, so you're either tied to the subscription or forced to pay for a latest gen PC, which is why NVIDIA, AMD, Intel and all the other chip companies were investing hard on much more powerful GPUs and NPUs. For now all we need to know about those is that they're expensive, use a lot of electricity, and are required to operate the bots at superhuman speed (literally, all those clickbait posts about how AI was secretly 150 Indian men in a trenchcoat were nonsense).
Because the chip companies have been working hard on making big, bulky, powerful chips with massive fans that are up to the task, their stock value was skyrocketing, and because of that, everyone started to use AI as a marketing trend. See, marketing people are not smart, and they don't understand computers. Furthermore, marketing people think you're stupid, and because of their biased frame of reference, they think you're two snores short of brain-dead. The entire point of their existence is to turn tall tales into capital. So they don't know or care about what AI is or what it's useful for. They just saw Number Go Up for the AI companies and decided "AI is a magic cow we can milk forever". Sometimes it's not even AI, they just use old software and rebrand it, much like convection ovens became air fryers.
Well, now we're up to date. So what did DepSeek release that did a 9/11 on NVIDIA stock prices and popped the AI bubble?

Oh, I would not want to be an OpenAI investor right now either. A token is basically one Unicode character (it's more complicated than that but you can google that on your own time). That cost means you could input the entire works of Stephen King for under a dollar. Yes, including electricity costs. DeepSeek has jumped from a Ford T to a Subaru in terms of pollution and water use.
The issue here is not only input cost, though; all that data needs to be available live, in the RAM; this is why you need powerful, expensive chips in order to-

Holy shit.
I'm not going to detail all the numbers but I'm going to focus on the chip required: an RTX 3090. This is a gaming GPU that came out as the top of the line, the stuff South Korean LoL players buy…
Or they did, in September 2020. We're currently two generations ahead, on the RTX 5090.
What this is telling all those people who just sold their high-end gaming rig to be able to afford a machine that can run the latest ChatGPT locally, is that the person who bought it from them can run something basically just as powerful on their old one.
Which means that all those GPUs and NPUs that are being made, and all those deals Microsoft signed to have control of the AI market, have just lost a lot of their pulling power.
Well, I mean, the ChatGPT subscription is 20 bucks a month, surely the Chinese are charging a fortune for-

Oh. So it's free for everyone and you can use it or modify it however you want, no subscription, no unpayable electric bill, no handing Microsoft all of your private data, you can just run it on a relatively inexpensive PC. You could probably even run it on a phone in a couple years.
Oh, if only China had massive phone manufacturers that have a foot in the market everywhere except the US because the president had a tantrum eight years ago.
So… yeah, China just destabilised the global economy with a torrent file.
#valid ai criticism#ai#llms#DeepSeek#ai bubble#ChatGPT#google gemini#claude ai#this is gonna be the dotcom bubble again#hope you don't have stock on anything tech related#computer literacy#tech literacy
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NICKELODEON/BACKYARDIGANS OFFICIAL HIRE ME I CAN HELP YOU!!!!
#ive fixated on this show since i was a fetus do u know how surreal it is to see it go viral again over some shit like THIS#the backyardigans#backyardigans#also /pos im about to cry cause these are blowing up on twitter and i feel so validated#shumm's art#digital art#nick jr#noggin#2000s nostalgia#medibang paint pro#redesign#pablo backyardigans#tyrone backyardigans#uniqua backyardigans#tasha backyardigans#austin backyardigans#artists on tumblr#being simultaneously excited to get new content for the first time in like 14 years for it to look AI generated is crazy (im not ok)#i said it on twit but it feels like they generated a prompt. then paid an animator/artist/whatever to model and design said prompt.#it also sounds...really weird????? i cant tell if it's ai singing or real kids but. it's lowkey unsettling to me lol#anyways i snapped on everyone esp austin#HIRE ME FOR A REBOOT HIRE ME FOR A REBOOT HIRE ME FOR A REBOOT
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one thing i hate about the winx club ai controversy is the people saying it's fine because they only used it in the concepts. they did not just use it to get inspo like a pinterest board, there's evidence that some characters were entirely designed by ai
"it's just concepts, the animation is still done by humans!" concept art is an important creative process that decides the entire look, feel, tone, soul of the production! this wouldn't just be using tools to speed up a process, it's completely replacing creative thought and experimentation with a machine. it's telling me they don't care enough to put in the work, so why should i care to watch it?
#winx club#anti ai#winx club ai#this post is more about the attitude towards concept art and design stage than the validity of the ai claims tbh#bc regardless i just do not agree with that attitude#i do believe that poster of the girls in the room is not ai at all but some of the concepts and designs do look sus#im just too tired to properly follow the developments on it#dori talking to herself#my posts
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two of many sunspot doodles because my brain decided to latch onto him for some reason
sunspot is by @venomous-qwille ofc! (Feel free to ignore the tag sorry!)
#minute doodles#not my au#sunspot mk1#I drew him once and then my brain went 'oh. OH-'#and now there's like 50 random doodles of him in my notes#he's very cute...#(cricket should hug him and talk to him all day and watch films and discuss books and maybe hold his hand-)#*coughs*#anyways#sorry if it's grainy tumblr loves butchering my doodles#but he’s a very neat character actually#It’s interesting how much he leans into the rules laid out as an ai#I kind of wonder how he views his own emotions towards cricket in consideration with him being an android#would he doubt their authenticity? Or would he deem them not ‘real’ enough to be considered valid?#I don’t know he’s just fun to analyze#fnaf dca#dca fandom#ghost in the machine au
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Can someone explain what’s going on with the whole English VA Genshin Impact drama to me like I’m five bc I’m so. Confused. Everyone is super angry at Paimon’s VA for some reason, I thought they were on strike bc of super unfair working conditions—and isn’t that supposed to be like. A good thing? For them to speak out about wanting to be treated fairly? I know a lot of English Genshin VAs went on strike due to the whole AI thing which is also super fair I’d do the same thing
#Apparently there was drama with Kinich’s VA?#So they recast him without the original VA’s permission or smth#And the new VA they brought in is from Japan so the strike doesn’t affect him since he’s with a different studio?#And Paimon’s VA attacked him or smth?#I get them being upset about the original VA being replaced without his consent that’s valid#But yeah blaming it on someone else is…hmm.#Genshin Impact#Shima speaks#I saw a reel on IG with tons of comments of people wanting Paimon’s VA to get recast#As well as literally every other Genshin VA on strike#And I’m like dude no why?? They don’t want their voices to be used to train AI why is that a bad thing?#People are so stupid lmao
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Explainer Video – Market Segmentation Analysis with ProtoBoost
Discover how ProtoBoost uses AI to simplify market segmentation analysis. This explainer video shows how to identify and target specific customer groups based on behavior, needs, and demographics. Gain insights, refine your strategy, and unlock growth by focusing on the right segments from the start.
#protoboost#ai drivan prototypes#ai validation#ai prototype generator#ai idea validation#idea validation#idea validation platform#idea validation software#prototyping#Youtube
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part 1 of a little comic / art sequence that i've been working on! :D it's part tribute, part experimenting with brushes n colors and trying new thingz :]
| 1 | 2 | 3 | ... |
and thus continues my endless quest of spreading the carrot fics like a plague! if you've seen my art floating around you probs already figured that this au holds a very special place in my heart, forever and always!!
if you haven't heard of it, it's a fic series by @crowned-ladybug called carrot soup!! it made me wish i could speak colors and i need more people to share my struggle xd
go check it out if you're into sweet voice lore and qpr level gayness and just wanna feel warm and soft and warm (hurt/comfort my beloved) <333 there are some heavier themes cos everyone's traumatized but they're working through it! be sure to check the tags and stay safe! <3
#hlvrai#half life vr but the ai is self aware#frenrey#carrots au#<- gotta remember to tag the other ones as well#art tag or whatever#yippie im so excited to finally start sharing these with people!!!#there will be at least 5 parts in total maybe more idk#i just wanted to illustrate this little snippet of the first fic#maybe i'll draw more of these if i get another vision#i am still trying to work on the animatic so that would probs include most of my visions anyway#i think im gonna post a wip sometime soon just in case i lose interest#also i crave validation and reading people's tags and comments makes me so so so happy!!!><#btw it kinda feels nice posting something like. after a while#cos it's been quite a bit since i finished this first.. part? page? thingy#and it's nice to finally stay out of the whole instant gratification thing#please do still go crazy in the tags tho? if u want?#mkay enough rambling for today i've got things to do#like be cozy n read fanfics n drink water n stuff yk?#all the important thingz#and who knows maybe i'll even make some progress on.. whatever it is that piques my interest today#bye for now!!! take care and have a very orange day <3
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Very late Mother's Day post, but it's better late than never. This is more or less relating to the events that trans girls/women go through depending on the circumstance. No matter what they go through, they all have at least a supportive maternal figure they can rely to. On one of them, they are even a maternal figure themselves. I wrote a small story based on using these illustrations, each with their different scenario. All of them include a supporting mother. To those mothers who support their trans children, old or young, you are all amazing! To all of you, I hope your Mother’s Day was amazing. Hugs to all of you!
Captions are made by me. Pictures belong to Themirrorsotherside of DeviantArt. AI art created through DreamAI.
Based on the order of the pics:
Pic 1 shows a young Japanese trans girl trying out her grandmother’s old sailor fuku after she comes out to her. Being the only mother figure for the girl, grandma supports her journey and will do anything to see her now granddaughter smile.
Pic 2 shows a South Asian (probably Indian) trans girl wearing her mother’s old wedding dress and admiring their reflection. The mother may not understand at first, but she will do anything to make her child happy. Pic 3 shows the same girl (now an adult) years after her transition, ready to marry her groom. The mother is very proud of her trans daughter for becoming the woman she was meant to be.
Pic 4 is about a trans woman wanting to see her kids after her ex-wife divorced her and prohibited her from seeing her kids, despite being legally allowed to see them and paying support. On the other hand, her ex mother-in-law, who has been supportive of her transition and is against her daughter‘s bigoted views, hatches an idea. Pic 5 shows the ex mother-in-law on the right being excited of her daughter-in-law’s successful makeover. The plan is to disguise as her ex-wife’s lost “cousin” who is paying a visit to see her “aunt”. She does this as a way to challenge her daughter’s views and for her grandchildren, who have been eager to see their other parent for years, to reunite with them.
Pic 6 shows a young teen seeing a girl in their mirror after months of dealing with gender dysphoria. They’re afraid that their mother won’t accept them for being transgender. Pic 7 is the young teen, who has come out to her mother, admiring her reflection after her mother gives them a makeover. The young trans girl tears up after seeing their reflection match her inner identity, as well as receiving the maternal love and support she desired.
Pic 8 is about a trans mother and daughter being happy together. Despite them having troubled times due to a rocky transition, her daughter loves her parent and accepts her as her new mom due to her only mother figure abandoning them after she cheats on her then-husband.
Extra pic 9: Some grow up wishing to be like their role models while others may wish to be like their mother. Princess Ariel knows what it’s like to not be born human, so it’s no surprise she’s your role model. However, how would things turn out if she was your mother?
Extra pic 10: Turns out, both of you are similar. Ariel knows what it’s like to be born in the wrong body and has made it possible for you to live in the right one as well. Nothing is as beautiful as seeing you smile the brightest since forever.
#transgender#tgcaptions#feminine#trans girl#motherly love#mother’s day#trans ally#you are valid#protect trans kids#trans rights#trans captions#trans children#lgbt art#mother#daugther#lgbtlove#ai generated
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Oh no: user just made a point that resonated with thousands
#the pro-AI gorls are mad at me little do they know I think their actions are rational and valid#everythings so fast-paced and under-appreciated how could you NOT feel ashamed of your work and pressured to use AI#you 🫵🏿 are a victim of capitalism no worse than the rest of us
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#trans#transgender#gay underwear#mtf trans#gayguy#gay gainer#gay hairy#transparent#gay art#transisbeautiful#gay ai#trans pride#trans rights#trans women are beautiful#trans women are valid#trans woman#trans beauty#trans community#trans nsft
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this is the funniest fucking thing i've ever seen
youtube
#tonika pantoja#artist share#animation#all methods are valid#unless you're using AI#if you're using AI then you absolutely deserve to get your little tush kicked#i'm a little bit of both of these tbh#if i'm drawing time gate then i'm using vectors#if rekindled then it's a ctrl+z mash party#bro needs to learn to draw from his shoulder tho fr
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