#ai for learning and development
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microlearningplatform · 8 months ago
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AI-Powered Microlearning in Pharma: Revolutionizing Training and Compliance | MaxLearn
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The pharmaceutical industry operates in one of the most complex and regulated environments, where continuous learning and up-to-date knowledge are critical to success. From navigating intricate regulations and compliance requirements to keeping up with fast-evolving scientific advancements, professionals in the pharmaceutical sector are under constant pressure to stay informed and skilled. Traditional training methods, however, often fall short in meeting these demands, being time-consuming, costly, and difficult to personalize.
Enter AI-powered microlearning, an innovative solution that is transforming how the pharmaceutical industry approaches learning and development. Combining the principles of microlearning—delivering short, focused lessons with an emphasis on engagement and retention—with the power of artificial intelligence (AI), this new approach offers personalized, adaptive, and highly efficient learning experiences. In this article, we explore how AI-powered microlearning is revolutionizing training in the pharmaceutical sector, from compliance to workforce development.
The Challenges of Pharmaceutical Training
Pharmaceutical companies face unique challenges when it comes to employee training:
Regulatory Compliance: The industry is heavily regulated, with organizations needing to comply with strict standards from bodies such as the FDA, EMA, and other global regulatory agencies. Employees must continuously update their knowledge to remain compliant.
Complex Subject Matter: Pharma professionals deal with highly complex topics, from drug development and clinical trials to pharmacovigilance and biotech innovations. Mastery of this knowledge is critical to success.
Rapidly Changing Knowledge: With scientific and technological advancements happening at an unprecedented rate, pharmaceutical employees must keep pace with new discoveries, techniques, and treatments.
Global Workforce: Many pharmaceutical companies operate globally, meaning training programs need to accommodate diverse teams across multiple geographies, cultures, and languages.
Traditional training approaches such as classroom-based sessions, lengthy eLearning modules, and static learning management systems (LMS) struggle to meet these challenges. AI-powered microlearning, on the other hand, offers a flexible, targeted, and dynamic solution.
What is AI-Powered Microlearning?
Microlearning refers to a method of delivering content in short, easily digestible segments, typically no longer than 10 minutes. It is designed to address specific learning objectives and can be accessed on-demand, often through mobile devices. This approach makes it easier for learners to absorb and retain information while offering flexibility to fit into their busy schedules.
When combined with artificial intelligence, microlearning becomes even more powerful. AI algorithms analyze user behavior, learning patterns, and preferences to deliver highly personalized content. The system can adapt in real-time, providing learners with the right content at the right time, ensuring that learning is relevant and effective. AI can also track performance, identify knowledge gaps, and offer targeted remediation to ensure learners achieve mastery.
Benefits of AI-Powered Microlearning in Pharma
The application of AI-powered microlearning in the pharmaceutical industry offers numerous benefits:
1. Personalized Learning Paths
AI-powered microlearning systems, such as MaxLearn, use AI algorithms to create personalized learning paths for each user. Whether an employee needs to brush up on specific compliance regulations or develop expertise in a new drug discovery process, the system tailors the content to meet their unique needs. This reduces the amount of time spent on irrelevant material and enhances engagement by offering content that directly aligns with the learner’s goals.
2. Improved Knowledge Retention
Microlearning is built on the concept of delivering information in small, bite-sized chunks, which is proven to improve knowledge retention. AI further enhances this by delivering spaced repetition, a technique that involves revisiting key concepts over time to reinforce learning. In the pharmaceutical industry, where critical knowledge must be retained and applied correctly, this is especially valuable.
3. Compliance Training Made Easy
Staying compliant with regulatory guidelines is a top priority in pharma, and AI-powered microlearning simplifies compliance training. Instead of overwhelming employees with long, annual training sessions, microlearning breaks down compliance topics into manageable modules that can be accessed anytime, anywhere. AI ensures that employees receive regular, personalized reminders and updates about compliance issues, helping them stay informed and audit-ready.
4. On-Demand Learning for a Global Workforce
Pharmaceutical companies often have a global workforce, which requires training programs that are accessible across different time zones and in multiple languages. AI-powered microlearning platforms are mobile-friendly and can be accessed on-demand, making it easy for employees to learn when and where it’s most convenient for them. Furthermore, AI can provide language translations and cultural adaptations to ensure training is relevant for a global audience.
5. Cost and Time Efficiency
Traditional training programs often involve high costs and lengthy durations, which can disrupt business operations. AI-powered microlearning, however, offers a cost-effective solution. It eliminates the need for travel, classroom setups, and long training hours. Instead, learners can complete short modules during their regular workday without compromising productivity.
6. Real-Time Analytics and Insights
One of the most powerful aspects of AI-powered microlearning is its ability to provide real-time analytics. AI can track learners' progress, engagement levels, and performance. This data allows managers and L&D professionals to identify knowledge gaps, measure the effectiveness of training programs, and make data-driven decisions to improve future training initiatives.
AI-Powered Microlearning for Pharma: Use Cases
AI-powered microlearning can be applied across various training scenarios in the pharmaceutical industry. Some key use cases include:
1. Regulatory Compliance Training
Ensuring that employees understand and comply with industry regulations is crucial. AI-powered microlearning can deliver short, focused modules on topics like Good Manufacturing Practices (GMP), FDA regulations, and pharmacovigilance. The system can monitor learner progress and provide updates when regulatory changes occur, keeping employees compliant and audit-ready.
2. Product Knowledge and Sales Training
In the pharmaceutical industry, sales representatives need to stay updated on the latest product developments, clinical trial results, and competitor products. Microlearning allows sales teams to quickly access the information they need, such as new drug features or key talking points, before meeting with healthcare professionals.
3. Onboarding for New Hires
Onboarding in pharma can be overwhelming due to the complex nature of the industry. AI-powered microlearning platform simplifies the onboarding process by delivering short, digestible lessons that introduce new employees to company policies, safety protocols, and product lines. This helps new hires get up to speed faster and more effectively.
4. Continuous Professional Development (CPD)
With rapid advancements in medical science and technology, pharmaceutical professionals need to continuously update their knowledge. AI-powered microlearning can provide ongoing CPD by delivering bite-sized modules on new drug research, medical breakthroughs, and innovative treatments.
5. Soft Skills Development
In addition to technical knowledge, pharma professionals also need strong communication, leadership, and collaboration skills. AI-powered microlearning platforms can offer soft skills training through interactive scenarios, quizzes, and gamified lessons, helping employees improve their interpersonal skills in a pharma-specific context.
MaxLearn: The Future of AI-Powered Microlearning in Pharma
As a leading AI-powered microlearning platform, MaxLearn is uniquely positioned to meet the needs of the pharmaceutical industry. MaxLearn offers:
Personalized Learning Paths tailored to each individual’s learning style and knowledge gaps.
Gamified Learning to keep learners engaged and motivated.
Real-Time Analytics to monitor progress and performance.
Compliance-Ready Content that meets industry standards and regulations.
Mobile-First Design, allowing learners to access content anywhere, anytime.
MaxLearn’s cutting-edge technology empowers pharmaceutical companies to streamline training, enhance employee skills, and maintain compliance in an ever-evolving landscape.
Conclusion
AI-powered microlearning represents a game-changing solution for the pharmaceutical industry. With its ability to deliver personalized, adaptive learning experiences, it addresses the specific challenges faced by pharma professionals, from compliance and regulatory training to continuous professional development. MaxLearn, with its AI-driven platform, is at the forefront of this transformation, providing the tools and insights needed to revolutionize training and development in pharma.
As the pharmaceutical industry continues to evolve, AI-powered microlearning will play a crucial role in ensuring that employees stay informed, skilled, and compliant, driving better business outcomes and fostering innovation.
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ophernelia · 5 months ago
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If you gotta use ChatGPT to write your story then maybe you shouldn’t write one. Like clearly you have nothing to say. “Oh but it helps me format stuff better” is this a fucking graded essay or a story? The charm is hearing the creator’s personality come through. Speaking improperly because that’s how your character talks. Using certain slang because of the region they’re in. It doesn’t even matter if it is poor writing or the grammar is iffy. The more you write, the better you get at it. Pick up a pen, bookie.
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hotwaterandmilk · 6 months ago
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I don't know why but I find these brief profiles for the love angels in Shougaku Ichinensei 11/1994 really cute. Illustrations above by Kirishima Sent.
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Wedding Peach / Hanasaki Momoko
Born March 3rd. Blood type 0. Cheerful, but a little clumsy… A girl with angelic blood who fights devils using the power of love.
Angel Lily / Tanima Yuri
Born July 7th. Blood type A. Gentle, good at fortune telling. A girl with angelic blood who fights devils using the power of intelligence.
Angel Daisy / Tamano Hinagiku
Born May 5th. Blood type B. Tomboyish, good at fighting. A girl with angelic blood who fights devils using the power of courage.
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While the girls are still described as angels, their profiles state that they each combat the devils using different "powers". Love for Peach, intelligence and courage for Lily and Daisy respectively.
I also find it interesting that Yuri is described as having a talent for fortune-telling in this profile. In the Secret File art book section discussing the original setting ideas for the series, Hinagiku was planned to have precognition/clairvoyance talents. However, none of the heroines retained this as a primary character trait in the finalised anime or Ciao manga (save for Yuri suggesting the missing bride's location in episode 9 of the anime).
While courage stayed as a core element of Daisy's power and persona in both anime and manga (Hinagiku performs her oironaoshi by calling "Angel Courage Daisy"), Lily's intelligence didn't become amalgamated in the same way. Interestingly though, the hint at psychic ability did remain in the oironaoshi call "Angel Prescience Lily".
This is what I love love love about older media mix titles like Wedding Peach. There are just so many changes across the different adaptations that I'm still finding out new things as I gain access to various old magazines (which is hard because ugh, they're SO expensive). And there really are a lot of different versions of the Wedding Peach story to read in print alone:
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If I had a bunch of spare cash on hand right now for fandom purposes I'd be buying more magazines to scan/share and paying someone to do a proper translation of the Secret File book (because I really can't get the nuance right with the interviews). Oh well, I can dream!
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calware · 8 months ago
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i'm used to the "hal cannot be anything other than 13 and there is no room for nuance on this matter" argument but the other two statements are so confusing to me. what
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nixcraft · 4 months ago
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Imagine being this stupid to drink Kool-Aid and giving a remote LLM tool full access to your codebase, and, in many cases, not maintaining backups or using proper Git with permissions. How these guys are getting hired to write code is beyond me.
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sag-dab-sar · 11 months ago
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Clarification: Generative AI does not equal all AI
💭 "Artificial Intelligence"
AI is machine learning, deep learning, natural language processing, and more that I'm not smart enough to know. It can be extremely useful in many different fields and technologies. One of my information & emergency management courses described the usage of AI as being a "human centaur". Part human part machine; meaning AI can assist in all the things we already do and supplement our work by doing what we can't.
💭 Examples of AI Benefits
AI can help advance things in all sorts of fields, here are some examples:
Emergency Healthcare & Disaster Risk X
Disaster Response X
Crisis Resilience Management X
Medical Imaging Technology X
Commercial Flying X
Air Traffic Control X
Railroad Transportation X
Ship Transportation X
Geology X
Water Conservation X
Can AI technology be used maliciously? Yeh. Thats a matter of developing ethics and working to teach people how to see red flags just like people see red flags in already existing technology.
AI isn't evil. Its not the insane sentient shit that wants to kill us in movies. And it is not synonymous with generative AI.
💭 Generative AI
Generative AI does use these technologies, but it uses them unethically. Its scraps data from all art, all writing, all videos, all games, all audio anything it's developers give it access to WITHOUT PERMISSION, which is basically free reign over the internet. Sometimes with certain restrictions, often generative AI engineers—who CAN choose to exclude things—may exclude extremist sites or explicit materials usually using black lists.
AI can create images of real individuals without permission, including revenge porn. Create music using someones voice without their permission and then sell that music. It can spread disinformation faster than it can be fact checked, and create false evidence that our court systems are not ready to handle.
AI bros eat it up without question: "it makes art more accessible" , "it'll make entertainment production cheaper" , "its the future, evolve!!!"
💭 AI is not similar to human thinking
When faced with the argument "a human didn't make it" the come back is "AI learns based on already existing information, which is exactly what humans do when producing art! We ALSO learn from others and see thousands of other artworks"
Lets make something clear: generative AI isn't making anything original. It is true that human beings process all the information we come across. We observe that information, learn from it, process it then ADD our own understanding of the world, our unique lived experiences. Through that information collection, understanding, and our own personalities we then create new original things.
💭 Generative AI doesn't create things: it mimics things
Take an analogy:
Consider an infant unable to talk but old enough to engage with their caregivers, some point in between 6-8 months old.
Mom: a bird flaps its wings to fly!!! *makes a flapping motion with arm and hands*
Infant: *giggles and makes a flapping motion with arms and hands*
The infant does not understand what a bird is, what wings are, or the concept of flight. But she still fully mimicked the flapping of the hands and arms because her mother did it first to show her. She doesn't cognitively understand what on earth any of it means, but she was still able to do it.
In the same way, generative AI is the infant that copies what humans have done— mimicry. Without understanding anything about the works it has stolen.
Its not original, it doesn't have a world view, it doesn't understand emotions that go into the different work it is stealing, it's creations have no meaning, it doesn't have any motivation to create things it only does so because it was told to.
Why read a book someone isn't even bothered to write?
Related videos I find worth a watch
ChatGPT's Huge Problem by Kyle Hill (we don't understand how AI works)
Criticism of Shadiversity's "AI Love Letter" by DeviantRahll
AI Is Ruining the Internet by Drew Gooden
AI vs The Law by Legal Eagle (AI & US Copyright)
AI Voices by Tyler Chou (Short, flash warning)
Dead Internet Theory by Kyle Hill
-Dyslexia, not audio proof read-
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jaguarsoup · 4 months ago
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I’m bringing back the oc guys
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I don’t think I ever posted the old images of them on here but. Alas
This is basically what happened when I watched httyd and saw hiccup make that like wingsuit thing, and I was like “what if that, but more”. So this guy basically abandoned society to become dragon very cool very based yada yada.
I’ve done like a bunch of obsessive thinking over how literally any part of this armor/wingsuit thingy would actually work, and um. don’t worry about it alright. The tail proportions are off but I’m not gonna fix that right now
||DO NOT FEED TO AI DO NOT USE FOR MACHINE LEARNING||
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shygals-slophouse · 9 months ago
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I would like to request roxy lalonde from homestuck who's boobs are slowly growing bigger and bigger, if you wanna make it a sequence that's up to you!
I fell off of Homestuck before I really got to know Roxy, Dirk and the like, but assuming she follows the typical Homestucker journey: here's a few stages of her adventure.
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pink-toonss · 5 months ago
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Hm
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afantasyoffiction · 2 months ago
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maybe it’s all gonna be ok maybe ai will lead to more human-created art not less maybe humanity’s spirit will survive itself once again
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songmingisthighs · 10 months ago
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dear "creators" who depend on ai
how does it feel to be so absolutely lazy and useless as a human being ?? how does it feel to have a functioning brain but can't use it properly ?? how does it feel to be so absolutely incredibly dull and uncreative that you can't muster 200 words to convey your ideas ?? how does it feel to have to face the fact that you suck so damn bad and you have to live with it ??
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funkle420 · 8 months ago
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a great way to combat genAI in the future would be educating kids (and teens and college students and all ppl) on art way more.
#i had art classes growing up but i know a lot of ppl didn't and even less kids get art classes nowadays#we need all kinds of art classes too! music and history and painting and woodshop and drawing and life drawing#i think art history is especially important bc it connects us to our past and shows why art is so important#and all kinds of art classes help kids develop different important skills#like fine motor skills and critical thinking and making choices and noticing details and how to really SEE things rather than just looking#and a lot of art skills like woodworking and ceramics and sewing are all very practical basic adult skills that we should all get to learn#there's reasons arts and crafts and other skill based electives are the first to go and its not just bc they're undervalued#its cause a population that feels capable and confident and skilled and knows how to think critically#is harder to make work shitty jobs for shitty pay#harder to control!#same reason they're banning so many books and trying to make education worse#damn maybe i should learn how to teach better#im already planning to at least try doing a workshop for adults but maybe if i end up liking that#i could work towards being able to teach kids#i feel like teaching kids would be harder cause idk what concepts they do or dont know at whatever age they are#id have to do research and maybe talk to someone who has experience teaching art to kids#but even a simple art class would be beneficial i think#like going outside to draw things in nature maybe#or portrait drawing#or a class on how to make comics or animate on paper to impress their friends lol#i would've loved that!#id have to do that with the help of another teacher maybe#idk#vague future plans#anyway the reason education would help combat ai is cause ppl would learn abt what goes onto making art#all the choices and skills and thought#and they'd be able to more easily see the difference btwn real art and ai images and understand why making art is important
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abathurofficial · 8 days ago
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Abathur
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At Abathur, we believe technology should empower, not complicate.
Our mission is to provide seamless, scalable, and secure solutions for businesses of all sizes. With a team of experts specializing in various tech domains, we ensure our clients stay ahead in an ever-evolving digital landscape.
Why Choose Us? Expert-Led Innovation – Our team is built on experience and expertise. Security First Approach – Cybersecurity is embedded in all our solutions. Scalable & Future-Proof – We design solutions that grow with you. Client-Centric Focus – Your success is our priority.
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budgetgameruae · 28 days ago
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Best PC for Data Science & AI with 12GB GPU at Budget Gamer UAE
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Are you looking for a powerful yet affordable PC for Data Science, AI, and Deep Learning? Budget Gamer UAE brings you the best PC for Data Science with 12GB GPU that handles complex computations, neural networks, and big data processing without breaking the bank!
Why Do You Need a 12GB GPU for Data Science & AI?
Before diving into the build, let’s understand why a 12GB GPU is essential:
✅ Handles Large Datasets – More VRAM means smoother processing of big data. ✅ Faster Deep Learning – Train AI models efficiently with CUDA cores. ✅ Multi-Tasking – Run multiple virtual machines and experiments simultaneously. ✅ Future-Proofing – Avoid frequent upgrades with a high-capacity GPU.
Best Budget Data Science PC Build – UAE Edition
Here’s a cost-effective yet high-performance PC build tailored for AI, Machine Learning, and Data Science in the UAE.
1. Processor (CPU): AMD Ryzen 7 5800X
8 Cores / 16 Threads – Perfect for parallel processing.
3.8GHz Base Clock (4.7GHz Boost) – Speeds up data computations.
PCIe 4.0 Support – Faster data transfer for AI workloads.
2. Graphics Card (GPU): NVIDIA RTX 3060 12GB
12GB GDDR6 VRAM – Ideal for deep learning frameworks (TensorFlow, PyTorch).
CUDA Cores & RT Cores – Accelerates AI model training.
DLSS Support – Boosts performance in AI-based rendering.
3. RAM: 32GB DDR4 (3200MHz)
Smooth Multitasking – Run Jupyter Notebooks, IDEs, and virtual machines effortlessly.
Future-Expandable – Upgrade to 64GB if needed.
4. Storage: 1TB NVMe SSD + 2TB HDD
Ultra-Fast Boot & Load Times – NVMe SSD for OS and datasets.
Extra HDD Storage – Store large datasets and backups.
5. Motherboard: B550 Chipset
PCIe 4.0 Support – Maximizes GPU and SSD performance.
Great VRM Cooling – Ensures stability during long AI training sessions.
6. Power Supply (PSU): 650W 80+ Gold
Reliable & Efficient – Handles high GPU/CPU loads.
Future-Proof – Supports upgrades to more powerful GPUs.
7. Cooling: Air or Liquid Cooling
AMD Wraith Cooler (Included) – Good for moderate workloads.
Optional AIO Liquid Cooler – Better for overclocking and heavy tasks.
8. Case: Mid-Tower with Good Airflow
Multiple Fan Mounts – Keeps components cool during extended AI training.
Cable Management – Neat and efficient build.
Why Choose Budget Gamer UAE for Your Data Science PC?
✔ Custom-Built for AI & Data Science – No pre-built compromises. ✔ Competitive UAE Pricing – Best deals on high-performance parts. ✔ Expert Advice – Get guidance on the perfect build for your needs. ✔ Warranty & Support – Reliable after-sales service.
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Performance Benchmarks – How Does This PC Handle AI Workloads?
TaskPerformanceTensorFlow Training2x Faster than 8GB GPUsPython Data AnalysisSmooth with 32GB RAMNeural Network TrainingHandles large models efficientlyBig Data ProcessingNVMe SSD reduces load times
FAQs – Data Science PC Build in UAE
1. Is a 12GB GPU necessary for Machine Learning?
Yes! More VRAM allows training larger models without memory errors.
2. Can I use this PC for gaming too?
Absolutely! The RTX 3060 12GB crushes 1080p/1440p gaming.
3. Should I go for Intel or AMD for Data Science?
AMD Ryzen offers better multi-core performance at a lower price.
4. How much does this PC cost in the UAE?
Approx. AED 4,500 – AED 5,500 (depends on deals & upgrades).
5. Where can I buy this PC in the UAE?
Check Budget Gamer UAE for the best custom builds!
Final Verdict – Best Budget Data Science PC in UAE
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If you're into best PC for Data Science with 12GB GPU PC build from Budget Gamer UAE is the perfect balance of power and affordability. With a Ryzen 7 CPU, RTX 3060, 32GB RAM, and ultra-fast storage, it handles heavy workloads like a champ.
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nixcraft · 1 year ago
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r7inyz · 2 months ago
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um so actually this has brewing in my mind so fuck those who say "ai makes art accessible" because heyyyy 👋👋👋👋👋👋 as an ARTIST who had a surgery on the full length of their spine which has caused a lot of difficulty in simple things such a sitting comfortably, AND who constantly has muscle spasms in their right shoulder ((im right handed so it sucks a lot 💔💔)) i can still draw! i can still paint! i can still fill up a page in my sketchbook and i can still open up that silly little app on my tablet that allows me to draw digitally! because hey guess what? ART HAS ALWAYS BEEN ACCESSIBLE FOR THE LOVE OF GOD PICK UP A PEN AND FIND A BLANK PAGE I WILL BURN YOU AT THE STAKE
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no reaction image i can find can convey the feeling of pure rage i am experiencing so please. just have a picture of my cat
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