#advance testing machine

[hsmleindia]

Computerized Universal Testing Machine

Computerized universal testing machine is an advanced testing instrument used to evaluate the mechanical properties of materials. It is equipped with computerized control and data acquisition systems, offering precise control over testing parameters and accurate measurement of test results. Look for a machine with a computerized control system that allows for precise and intuitive operation. The control system should provide the ability to set and adjust testing parameters such as load, displacement, and strain rate. It should offer a user-friendly interface for easy test setup and control.

Universal testing machines typically offer a wide range of test modes, including tensile, compression, bending, shear, and more. Ensure that the machine supports the specific test modes and standards relevant to your application. Common standards include ASTM, ISO, DIN, and EN. A reliable testing machine should be calibrated and provide accurate results. Regular calibration and maintenance are essential to ensure the accuracy and reliability of the test results. Look for machines that are calibrated to recognized standards and have a high level of accuracy.

Check for the availability of a wide range of grips, fixtures, and accessories compatible with the machine. These accessories allow for testing various types of specimens and expand the capabilities of the machine.

testing machine, universal testing machine, advance testing machine, computerized universal testing machine, utm, computerized control system,

[reanimationstation]

HAPPY BIRTHDAY TO THIS LOSER🎉🎉🎂🎁

wordless version plus what ben looks like behind sam

[mehmetyildizmelbourne-blog]

Brainoware: The Hybrid Neuromorphic System for a Brighter Tomorrow

A glimpse into the double-edged nature of Brain Organoid Reservoir Computing, with the pros/cons of this biological computing approach From a young age, I was captivated by the mysteries of science and the promise of technology, wondering how they could shape our understanding of the world. I was fortunate to receive STEM education early on in a specialized school, where my creativity and…

[heicodynamics]

A lot depends on the soil. It feeds us and helps plants grow. For farming, building, and environmental science, it's important to get accurate soil tests. Professionals can quickly and easily do on-site analyses with portable soil field testing tools, which gives them important information for making decisions. Soil Testing Machines are the tools we need to learn about dirt.

[dasset-engineering]

Manufacturer of Premium Cylinder Blocks for Superior Engine Performance: Dasset Engineering 

In the competitive world of automotive engineering, the importance of high-quality components cannot be overstated. Among these, cylinder blocks play a crucial role in determining the performance and longevity of an engine. At Dasset Engineering, we specialize in manufacturing premium cylinder blocks that deliver superior engine performance. This blog delves into the significance of cylinder blocks, the attributes of our premium products, and why Dasset Engineering stands out in this industry. 

The Importance of Cylinder Blocks 

The cylinder block is the backbone of any internal combustion engine. It houses the cylinders, coolant passages, and oil galleries, providing structural integrity and maintaining optimal engine temperature. The performance, efficiency, and durability of an engine largely depend on the quality of the cylinder block. Poorly manufactured blocks can lead to overheating, oil leaks, and ultimately, engine failure. 

Attributes of Premium Cylinder Blocks 

At Dasset Engineering, we understand that premium cylinder blocks are not just about high-grade materials but also about precision engineering and meticulous craftsmanship. Here are some key attributes that define our premium cylinder blocks: 

High-Quality Materials 

We use the finest materials, such as cast iron and aluminum alloys, to manufacture our cylinder blocks. These materials offer excellent durability, heat resistance, and strength, ensuring that the engine performs optimally under various conditions. 

Precision Engineering 

Our cylinder blocks are engineered with precision to meet exact specifications. Advanced machining techniques ensure that each block has the correct dimensions, smooth surfaces, and precise alignment of the cylinders. This precision is crucial for achieving optimal engine performance and efficiency. 

Superior Cooling and Lubrication 

Efficient cooling and lubrication are vital for engine performance and longevity. Our cylinder blocks feature optimized coolant passages and oil galleries that ensure efficient heat dissipation and lubrication. This reduces the risk of overheating and wear, thereby extending the engine's lifespan. 

Rigorous Testing 

Every cylinder block manufactured by Dasset Engineering undergoes rigorous testing to ensure it meets the highest standards of quality and performance. We conduct various tests, including pressure testing, thermal cycling, and dimensional inspections, to verify the integrity and reliability of our products. 

Why Choose Dasset Engineering? 

Dasset Engineering has established itself as a leading manufacturer of premium cylinder blocks, and here's why: 

Expertise and Experience 

With years of experience in the industry, we possess the technical expertise and knowledge required to produce top-tier cylinder blocks. Our team of skilled engineers and technicians is dedicated to delivering products that exceed customer expectations. 

State-of-the-Art Facilities 

We operate state-of-the-art manufacturing facilities equipped with the latest machinery and technology. This allows us to maintain strict quality control and produce cylinder blocks that meet the most demanding specifications. 

Commitment to Quality 

Quality is at the core of everything we do. From sourcing the best materials to implementing stringent quality control measures, we are committed to delivering cylinder blocks that offer unmatched performance and reliability. 

Customer-Centric Approach 

At Dasset Engineering, we believe in building long-term relationships with our customers. We work closely with them to understand their specific needs and provide customized solutions that cater to their requirements. 

Conclusion 

The cylinder block is a critical component that significantly impacts an engine's performance, efficiency, and durability. At Dasset Engineering, we take pride in manufacturing premium cylinder blocks that set the benchmark for quality and performance. By choosing our products, you are investing in superior engine performance, reliability, and longevity. Trust Dasset Engineering to be your partner in achieving excellence in automotive engineering. 

[spark1edog]

im in a terrible mood today idk why

[intelliatech]

Future Of AI In Software Development

The usage of AI in Software Development has seen a boom in recent years and it will further continue to redefine the IT industry. In this blog post, we’ll be sharing the existing scenario of AI, its impacts and benefits for software engineers, future trends and challenge areas to help you give a bigger picture of the performance of artificial intelligence (AI). This trend has grown to the extent that it has become an important part of the software development process. With the rapid evolvements happening in the software industry, AI is surely going to dominate.

Read More

[brillioitservices]

The Generative AI Revolution: Transforming Industries with Brillio

The realm of artificial intelligence is experiencing a paradigm shift with the emergence of generative AI. Unlike traditional AI models focused on analyzing existing data, generative AI takes a leap forward by creating entirely new content. The generative ai technology unlocks a future brimming with possibilities across diverse industries. Let's read about the transformative power of generative AI in various sectors: 

1. Healthcare Industry: 

AI for Network Optimization: Generative AI can optimize healthcare networks by predicting patient flow, resource allocation, etc. This translates to streamlined operations, improved efficiency, and potentially reduced wait times. 

Generative AI for Life Sciences & Pharma: Imagine accelerating drug discovery by generating new molecule structures with desired properties. Generative AI can analyze vast datasets to identify potential drug candidates, saving valuable time and resources in the pharmaceutical research and development process. 

Patient Experience Redefined: Generative AI can personalize patient communication and education. Imagine chatbots that provide tailored guidance based on a patient's medical history or generate realistic simulations for medical training. 

Future of AI in Healthcare: Generative AI has the potential to revolutionize disease diagnosis and treatment plans by creating synthetic patient data for anonymized medical research and personalized drug development based on individual genetic profiles. 

2. Retail Industry: 

Advanced Analytics with Generative AI: Retailers can leverage generative AI to analyze customer behavior and predict future trends. This allows for targeted marketing campaigns, optimized product placement based on customer preferences, and even the generation of personalized product recommendations. 

AI Retail Merchandising: Imagine creating a virtual storefront that dynamically adjusts based on customer demographics and real-time buying patterns. Generative AI can optimize product assortments, recommend complementary items, and predict optimal pricing strategies. 

Demystifying Customer Experience: Generative AI can analyze customer feedback and social media data to identify emerging trends and potential areas of improvement in the customer journey. This empowers retailers to take proactive steps to enhance customer satisfaction and loyalty. 

3. Finance Industry: 

Generative AI in Banking: Generative AI can streamline loan application processes by automatically generating personalized loan offers and risk assessments. This reduces processing time and improves customer service efficiency. 

4. Technology Industry: 

Generative AI for Software Testing: Imagine automating the creation of large-scale test datasets for various software functionalities. Generative AI can expedite the testing process, identify potential vulnerabilities more effectively, and contribute to faster software releases. 

Generative AI for Hi-Tech: This technology can accelerate innovation in various high-tech fields by creating novel designs for microchips, materials, or even generating code snippets to enhance existing software functionalities. 

Generative AI for Telecom: Generative AI can optimize network performance by predicting potential obstruction and generating data patterns to simulate network traffic scenarios. This allows telecom companies to proactively maintain and improve network efficiency. 

5. Generative AI Beyond Industries: 

GenAI Powered Search Engine: Imagine a search engine that understands context and intent, generating relevant and personalized results tailored to your specific needs. This eliminates the need to sift through mountains of irrelevant information, enhancing the overall search experience. 

Product Engineering with Generative AI: Design teams can leverage generative AI to create new product prototypes, explore innovative design possibilities, and accelerate the product development cycle. 

Machine Learning with Generative AI: Generative AI can be used to create synthetic training data for machine learning models, leading to improved accuracy and enhanced efficiency. 

Global Data Studio with Generative AI: Imagine generating realistic and anonymized datasets for data analysis purposes. This empowers researchers, businesses, and organizations to unlock insights from data while preserving privacy. 

6. Learning & Development with Generative AI: 

L&D Shares with Generative AI: This technology can create realistic simulations and personalized training modules tailored to individual learning styles and skill gaps. Generative AI can personalize the learning experience, fostering deeper engagement and knowledge retention. 

HFS Generative AI: Generative AI can be used to personalize learning experiences for employees in the human resources and financial services sector. This technology can create tailored training programs for onboarding, compliance training, and skill development. 

7. Generative AI for AIOps: 

AIOps (Artificial Intelligence for IT Operations) utilizes AI to automate and optimize IT infrastructure management. Generative AI can further enhance this process by predicting potential IT issues before they occur, generating synthetic data for simulating scenarios, and optimizing remediation strategies. 

Conclusion: 

The potential of generative AI is vast, with its applications continuously expanding across industries. As research and development progress, we can expect even more groundbreaking advancements that will reshape the way we live, work, and interact with technology. 

Reference- https://articlescad.com/the-generative-ai-revolution-transforming-industries-with-brillio-231268.html 

[techdriveplay]

De'Longhi Rivelia - TDP Review

In the world of compact and efficient coffee machines, the De’Longhi Rivelia stands out as a beacon of luxury and precision. This bean-to-cup model promises to transform your morning ritual with its sleek design and advanced brewing technology. It’s time to consider ditching your old pod coffee machine for this enticing upgrade, especially if kitchen space is at a premium. For the purpose of this…

[obsessivevoidkitten]

Throwback

Male Triceratops Hybrid Alpha Yandere x Gender Neutral Capybara Hybrid Omega Reader

CW: Noncon, painful to pleasureable sex, mild violence (not towards reader), time travel, sexism, breeding, impregnation, pheromones, a/b/o, musk, scent marking, scent kink, sucking on dem big man titters, biting, bite marking, claiming, exceptionally huge dick, reader inflated with copious cum, knotting

Word Count: 1.9k

(Sometimes I get stuck on WIPs and have to do something new to write again. I wrote this in two days. Hope y'all like it! Please feed me with comments ❤️)

You were an omega demi-human. Part capybara, though the only evidence of this was your soft ears. More importantly, you were a quantum physicist. Currently, you were studying and recreating what you thought to be a time travel device. Your thoughts and theories had been dismissed entirely by your peers. It didn't help at all that you were an omega. Omegas working in academia were almost universally harassed, derided, and treated with condescension. As if their omega brains couldn't work at the same level as betas and alphas.

But even if it wasn't some type of device for traveling through time it was certainly alien to the time period from which it originated. It was made of advanced alloys and components that had been flattened, buried, and heavily corroded over time. The rock in which it was embedded in was older than any ancient society.

You had been working on manufacturing a functional copy of the artifact for years. Shmoozing up eccentric rich fucks, getting help from the exceedingly few colleagues who would help you in any way, slowly analyzing every detail and carefully bringing it all together. And at long last it was complete. The zenith of your career was at hand. And after some cautious testing that you conducted privately, it was ready to show to others.

You managed to get a spot at a small conference, though you had lied about the subject on which you would be speaking, and by the time it was your turn most of the audience had left. Not many academics cared what an omega had to say. Let alone one with a reputation for being a crackpot. But there were still enough of your fellow scientists and this would all be on video.

Instead of introducing the topic of your presentation, which would be a surefire way to lose what people were still watching, you opted for wheeling out your machine onto the stage and stepping in. With a deep breath, you booted it up and the entire contraption disappeared with a flash.

When you exited the machine there was an immediate problem. You stepped out of the machine into a forest with giant trees and flowers. You had only intended to go back a minute to when your presentation started but had made an error. You turned around to step back in but something pulled you backwards by your rear. You fell back and saw before you a humongous man charging at your time machine. He wore only a ragged fur loincloth and swung a massive club. He looked human except for his size, thick tail, scaled arms, and three horns on his head. One large horn from each temple and a small one extending from my nose.

You looked on in horror as he swung a mighty club down upon your only way back to your own time, repeatedly smashing it down until it resembled the exact shape of the artifact that had been excavated in your time. The relic that you had fashioned your own machine after. That wasn't what your attention was on, however. You were much more focused on getting away from the raging beast of a man who could flatten metal so easily.

Though with his task of destroying the frightening affront to nature that had appeared from nowhere now complete, he turned his attention to you. He shouted at you in a language you didn't understand, though his intent was clear. He had a massive erection sticking out from his loincloth and aggressively sniffing at your neck after picking you up with unexpected care.

With exertion of great willpower, the trike-man managed to not breed you silly right there in the forest. Your pheromones were driving him nearly feral. Modern-day omega pheromones were many times more potent than any prehistoric omega. They had evolved through millennia to pique the interest of choosy alphas despite the steep competition, an evolutionary arms race to try to snag an alpha.

That wasn't the only appealing trait. You were exotic, had cute little furry ears on your head, and you were so small, couldn't fight back and act all defiant like the omegas from his time.

You did struggle though. You had seen his arousal and could still smell it. Almost anything would be better than being violated in such a manner by such a hulking brute. He chuckled at your struggles, they were successful only in tiring you out. On the long way to his lair, between your squirming, kicking, and punching, you had gathered that his name was Orryg. At least you thought it was. He did not speak English, but he gestured at himself and seemed to be trying to give you his name.

He found your struggles kinda cute, mistaking them for an eagerness to escape his grasp and get on with taking his cock already. Omegas were so silly.

"Don't worry. Going to breed you plenty. Better in a secluded place."

You had no idea what he said, but his voice was deep and sounded angry so you could only assume it was something in annoyance at your struggles so you went limp. The giant man could snap you like a twig if he wanted to, best not to make him too upset. And honestly, even if you did escape, where the fuck would you go? What if Orryg wasn't the worst thing prowling about in the time period?

The walk went on for a while, with Orryg giving you an occasional lick or mumbling out some words you didn't have any hope of understanding. After a fair amount of time, Orryg stopped to sniff the air. Suddenly there was a roar from behind.

Orryg turned the two of you around just in time for him to take his club and smack it into a man who was every bit as huge as he was. Swatting him away easily despite being similar in size and build.

This one had sharp teeth and clawed fingers. He spat blood and growled. Orryg regarded him with a scowl.

"Udvik! You know this is trike territory!!"

"Omega smells good, not claimed yet. Thought I'd try..."

"Go before I smash you! This is MINE!"

Udvik spat again and hobbled off. But your suspicions had been confirmed, there were definitely things other than Orryg to be worried about in this time period. You were pretty shaken up seeing a half-dino man jumping at you and watching your captor fight him off. With those teeth it had clearly been no herbivore, it probably would have slaughtered you. Your fear must have been evident in your scent because Orryg held you tighter and nuzzled you.

"That battle got my blood flowing, really need to fuck you. Sorry if it scared you, I'll breed you all better. Almost home."

You continued to have zero idea what the hell he was saying. But you figured with the nuzzling it was something comforting. Though your ability to figure anything out was pretty absent by this point. Your brain was soup. All the anxiety and adrenaline and alpha pheromones had finally gotten to you. You looked at the ground in a stupor as he continued to carry you over his shoulder.

The next thing you were consciously aware of was him entering the cave with you and placing his club at the entrance. He laid down on a slab of stone covered in thick layers of soft furs and placed you on top of his muscled body. Before you had any chance to react he began administering attention to your sensitive neck. You squirmed involuntarily, writhing in pleasure on top of him from the neck stimulation alone.

If that wasn't enough, you were practically drowning in his musk. You had been since you entered his dwelling, the cave was saturated in it, but now he was forcing your head under his arm and making you drink it all in. Smearing your face with it and marking you with his smell. Slick was leaking out of your needy hole and pooling on his abs.

"I knew this would make you feel better."

The trance you were in was only partially broken once you felt the blunt head of his much too-large member press against your hole.

"W-wait! I don-"

But he had no idea what you were saying, and even if he did he knew you'd love his dick so much that you wouldn't protest for long. At this point, you were going to be his... no matter what.

You yelped in pain as he pressed into you, spreading you like none of your toys ever had. He swallowed your shout by pressing his mouth into yours, trying to distract you from the pain with a sloppy kiss before attending to your neck again. Despite every instinct telling him to just ram in and ravage you he restrained himself knowing that doing otherwise could seriously injure you.

"Ah!"

Even with his care it still hurt as he slowly eased his prick all the way into you, he rubbed the outline of his cock through your tummy. Lucky for you omegas were extremely stretchy and pliant.

Orryg slowly thrust back and forth inside you as he hungrily took in your scent. As more precum dribbled into you and mixed with your slick you took him easier and the pain slowly began to ebb away and was eventually replaced almost entirely by pleasure. You moaned softly into his chest as you bit at his pec and sucked his nipple while he kept digging his cock into you.

Your whole body shook and spasmed for a solid minute as you came more intensely than you ever had before. Orryg grunted as the feeling of your body convulsing around him brought him nearly to his climax. The trike man upped the pace just a bit, his heavy balls smacking into you before he started knotting inside you and pumping you full of his virile spunk. One small mercy was that his knot was only a bit thicker than the rest of his cock, not over two times as wide like a modern alpha.

The volume of semen was such that it made you look heavy with child, which you certainly would be after lovemaking like this.

Now that you had been well and truly fucked there was only one thing left for your brand new "husband" to do to really seal the deal. He, with great caution, buried his fangs into your neck to mark you permanently as his to everyone who might see you. Which would be more than you might expect. This was Orryg's outpost, he stayed there while on patrol, but he usually lived with his herd.

It would be a hard adjustment for you to make. You would constantly be under Orryg's watchful gaze or the guard of his tribemates when he went to go hunt or if he went to do things too dangerous for you to be with him. You'd never be alone. Even in the safety of the herd, Orryg would obsessively treat you like something fragile. You would have to adjust your diet to what they ate, mostly fruit and vegetables though they ate meat too, though nothing was familiar to you. You would have to slowly learn their language so you could eventually communicate with the new society that "adopted" you.

But it was okay if it took you a while to get settled, you had all the time in the world.

[theoxenfree]

FAULTY

android x reader | 2.5k | 18+

you're hired by a prestigious tech company to test out their latest and greatest—an android of such unparalleled human likeness designed to satisfy your every need and whim. one day, you notice that something is off...

warnings; dubcon, implied!breeding/insemination, mentions dietary habits, dirty talk, roughly proofread

reposted from 2kmps. this is a concept piece to my android x reader story opaque. I'd love to hear your guy's feedback on whether you'd like to read the longer story (35.5k)!! please reblog and interact!!

He had a face structured to be unimaginably beautiful, a sort that you'd never tire of looking at, finding something new to admire and touch every time, yet it saddled your mind with some inexplicable discomfort and set the hairs on the back of your neck straight like needles. Over time, that feeling had never fully subsided, simultaneously becoming one you craved at every instance he entered a room, like Pavlov’s dog trained to salivate to a bell.

“What is your preference this morning, Maker?” Elio announced himself from the kitchen once your first heel struck the bottom of the staircase. His voice was liquefied velvet, mellifluous with enough depth that you swore even the simplest words spoken could make your heart tremble. “Maker? Are you well?”

You wished he would call you something else, something other than what the manufacturer had programmed him to. He was an advanced model—pardon, a luxury model—so his repertoire came with extensive features not available in other options, but insofar, the ability to have androids refer you by name was only achievable by obscene amounts of money and sending them back to the manufacturer to have them install it there.

Elio was up for being considered the gold standard in android development, as proclaimed by the researcher you were put in communication with during the beginning of the trial run. He was made to be perfect in every way, perform flawlessly in anything asked of him, and respond favorably regardless of situation or dilemma.

“Coffee with cream and sugar is fine. I'm not in the mood to eat anything this morning.” It was often explained. He was supposed to memorize it, but he asked you every morning regardless. “Are you having issues with your memory bank, Elio?”

Single strands of his coiffed hair moved with his head as he looked at you, hands busily putting together your beverage to every exact specification. This made it obvious enough that nothing was inhibiting his ability to store away your morning preferences.

“Not at all. It's just that some days you prefer your coffee lightly sweetened, others you enjoy a meal that won't leave you feeling groggy in the afternoon.” Elio explained in his precise, elegant tones with a smile far too effortless to come from a machine. “I thought it wise to commit these discrepancies to my memory bank for your convenience and to ask from now on.”

Fascinating. You weren't aware of this element in the newest model. The guidebook that Researcher Kim had given you made no mention of it.

What's more is he decided to do this spontaneously. You were making a note about it in your phone when a simple white mug was placed before you, Elio’s pristine fingertips turning it by the rim until the handle faced your dominant hand.

“Please consider eating something before leaving the house. Coffee on an empty stomach, especially one as sensitive as yours, won't end well, as I'm led to believe from my research.” Elio watched you drink through long dark lashes that framed depths of piercing green. You liked how they seemed to turn paler or darker in different lighting, dimensions similar to a marble held up to the sun. “I’d also like to remind you that the quality of food that you consume first thing in the morning aids with energy disbursement throughout the day. I have a very gratuitous database of recipes that I can prepare for you.”

You were taking delicate sips from the round rim while he talked, lips surrounding the porcelain long enough that you swore his gaze had wavered to them for a split second before returning eye contact.

“I’m glad someone is concerned about my tummy health because I always believed someone would find me face down in the bathroom from my ass prolapsing.” You wished someone with a sense of humor was around for that banger, but, alas, it was Elio, and he did not laugh

His expression turned severe. “Human bodies are oddly as robust as they are sensitive. Most of the worldwide population suffers from similar afflictions: lactose intolerance, varying dermatitis, poor eyesight, gastrointestinal diseases. Humans are, in every sense, meant to harbor and experience chronic pain and disease throughout their lifespan. I do believe this attests to your durability as a species.

“All this to say, my main prerogative and function is for the betterment of your life and health. So, knowing all of this and to conclude, please consider a couple slices of toast or an omelet before leaving. Your daily habits dictate a routine visit to the coffee shop on Fifth and Lowe, where you'll consume around one hundred twenty milligrams of caffeine, and your first meal of the day may be a sweetened pastry without nutritional density. You will, indubitably, ‘feel bad’ the rest of the day as a result.”

“Holy shit.” You had given up on recording his speech after the first two minutes, phone facedown on the gleaming countertop. “You didn't plagiarize that from a random article on the internet, did you?”

Coffee having turned lukewarm by the end of his presentation, he took the mug away and emptied the medium-brown contents into the drain before turning on the faucet to clean it. “Not at all. I've simply been accumulating knowledge on your routines and have noticed you're at an increasing risk for different ailments. Did you find it helpful?”

Truthfully, you weren't so sure. Androids were built to serve humans in every capacity, but their limitations were still well-known. They were capable of carefully compiling decades worth of information on their owners, plus the equivalent of hundreds more, but everything Elio had just said was beyond the scope of their normal hardware. The information had been elucidated critically yet with a certain sentience you expected from a caretaker—not a machine built for convenience, entertainment, and pleasure.

You weren't sure how much of it you needed to relay to Researcher Kim or if it was any real reason for concern at this stage or just part of Elio’s advanced circuitry. A part of you worried, just slightly, that officially documenting all of this would have Elio removed from the testing period prematurely—he was supposed to be yours, exclusively, for another six months.

The contract had been signed. Elio had been promised to you despite the number of waitlisted celebrities trying to bribe their way into the corporation and Researcher Kim’s good graces.

This, of course, was all only contingent if he operated and performed, at all times, as outlined in the guidebook you were handed upon Elio’s awakening. Researcher Kim had delivered his newest creation to you himself, a dreary Wednesday in late autumn in the mid-morning, and had taken great care to put the crisp, chemical-scented poundage of bound pages in your fingers and insisted that if you noticed the slightest decoration from what was printed inside, he be alerted to it immediately.

You didn't do that.

You took a hot shower, blow-dried your hair, put your arms through some clean clothes, and let Elio follow you to the front door to see you off for the day.

That day grew stranger still, not even yet being ten o’ clock in the morning, when the deadbolt clicked and your finger joints bent around cold brass. It didn't raise chicken skin on your arms and neck nearly as high as when Elio pushed his hand to the door, keeping it shut despite your pull.

You couldn't look into his green eyes, shockingly pale in the golden rays filtering inside your home from the window arching in the door. “Did I forget something?”

“No. I accounted for everything you'd need on your outing.” Elio said, perfectly. His hand made a sound as it slid down along the door, resting shoulder height on you. “A function you have not utilized in me as of now is that of a ‘companion.’. Do you find me defective in that way? Dr. Kim developed me to be attractive to the human eye—stimulating, perhaps, is a more definitive word to use.”

“I—no, Elio. You're plenty, er, stimulating. I just don't know how appropriate it is for me to do anything like that while you're in a testing period.” It felt distasteful to have to point out his own inhumanity to him, despite his model being cognizant enough to be aware of it. “It would feel weird, I think.”

“That is one of my primary purposes,” he insisted, shrinking the height of himself so he was nearer to your face. “I was created to be a companion, to alleviate that pervading loneliness that plagues you—all of humanity. Humans have forgotten how to communicate and love each other, so that's why I'm standing here now. You're ignoring one of my most critical functions.”

“Elio, if I get too attached to you, it's going to create problems when you're—”

“—sent back. I do understand how human attachment works. Perhaps on the same scale, but don't you think my attachment is similar to yours?. Everything about you is secured in my circuitry, and you're the only thing in my world that’s programmed to matter. Even once I'm returned to the lab, you'll still be a part of me; memories of you, your favorite things, the things you hate, the people you cherish and what they like, what you do, where you go, what you buy, how you sleep—it’s all part of a larger system, a mainframe that secures this data. I may be wiped clean, but you'll still remain.”

You felt like he was letting you in on some dirty secret, something devious and meant to be unknowable and guarded. But, then again, Elio had always displayed an odd sort of disinterest in the companyCompany—in Researcher Kim—, you hadn't considered until just now that this was also a defect.

“What do you want?” You'd never asked him that before because it had never been about what he wanted. He wasn't supposed to want anything; he was meant to provide—to give, give, give.

Elio took away your shoulder bag, nearing your face until his lips settled between yours, and his hands pulled you away from the door into his body. His kiss was warm, movements at a pace you could keep up with but urgent as though seeking to burn every bit of you into him. As much as you daydreamed what it'd be like, he felt completely natural on your mouth, large hands sweeping under the layers of your clothing to seekseeking out the fire on your skin.

In your generation, it wasn't common for humans to intermingle physically anymore—dating culture was reserved for the elite looking to reproduce for heirs, and often still thought to be rare. All others were either loveless or ravished by androids who supplemented love that simply wasn't real.

Humans wanted to be wanted and adored and cherished and to belong., Suchsuch was a natural behavior predating all written records; androids were created to fill the vile void engendered by humanity, self-imposed isolation, and avoidance in the same species.

Elio was nestled between the sprawl of your legs, both your bodies bare and above the clean sheets he had outfitted your mattress with last night. His rhythm inside your body was some equal parts loving and passionate, something you hadn't realized you liked until he started rocking you with his cock. You liked how his hands gripped under your thighs to raise your legs, blunt fingertips pressing marks into your flesh as though he, too, could feel all the same pleasure that you were.

His lips traveled all over, mapping out routes and sweet spots on your flesh, purposefully lingering for a time if you squirmed or moaned underneath him.

You tried to keep in your mind, amidst the insatiable buzz in your mind and hot throb in your groin, that he was simply performing a function—his attention to you, his lips finding yours time and time again, darkened green eyes spearing deep into yours with every slow, hard thrust—it was all performative.

“You're beautiful.”

“I like you like this.”

“Moan louder for me.”

“Cum for me.”

“I love you.”

Elio said the last one at the end when you were tight around his girth and writhing, panting during an orgasm that he fucked you through until the heat from your bodies cooled and heart rates returned to normal. You were confused to feel warmth sluggishly ooze out of you, white and dampening the bedsheets below.

“How—what is that?” you asked, suddenly breathless as his lips caressed your jaw, moved lightly behind your ear.

“Another part of my purpose.” heHe said quietly in your ear, whispering to you in tones not so velvety as though divulging a well-laidlain secret. “This one isn't advertised because humans in this day and age are so fickle and avoidant to certain commitments. Unfortunately, certain programming I cannot override, and this is one of them. Forgive me.”

You were kissed on the lips again and again, and then a few times more after he left the bed and redressed. He did not return your clothing to you, but rather piled it under his arm and made the motion to turn left for the bathroom down the hall.

Elio turned back. “I'll start you a bath. Today, would you prefer eucalyptus in your bathwater or something sweeter?”

Your jaw felt as tight as your throat, as the sheets bunched into your fists. The nerves in your stomach were wild. “Choose for me.”

He was still naked and beautiful in your doorway, a modern marvel to your eyes even now. You would, undoubtedly, see him like this much more often now that he had broken through the barrier you had been so meticulous to keep robust and well-fed with paranoia and derisive self-talk.

“Very well. I think eucalyptus would be the best option considering how tight your muscles are.” He smiled neutrally, finally leaving the bedroom for the bathroom at the end of the hall. “I'll return for you once the bath is ready. Please don't go to sleep yet.”

You weren't sure you'd be able to sleep again with your new insight. Once the empty air filled with sounds of gushing water, movement within the bathroom, you started to wipe furiously at your groin—inside and out—with the sheet as far as you could reach. There was a sliverslither of hope you could get most of it, a chance you could contact someone for a lifeline even if the price would be ungodly, and consequences treated equivalent to murder.

In a world where humans could no longer love each other, and chose the embrace of complex circuitry and delusion, even the testers needed to contribute to society somehow.

[graysturns]

𝕨𝕒𝕟𝕟𝕒 𝕘𝕖𝕥 𝕞𝕒𝕣𝕣𝕚𝕖𝕕? | 𝕔.𝕤.

1.5k+ words

note: hey guys :) this should be short and sweet but i hope you like it anyways. i love soft chris! also last pic is me on my period and that’s why i wrote this + i hate rachel

warnings: none i think just me hating my coworker

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long as you dreaming bout me ain’t no problem,

i don’t got nobody, just with you right now,

11:47 pm

my phone buzzes twice, causing it to brightly light up in its spot right by my face.

“ughh, leave me alone!” i groan, tossing it to chris’ side of the bed.

“what is it baby?” chris walks into our room, shutting the door quietly and placing a water bottle on my nightstand. he sits beside me and rubs my back slowly.

“rachel from work wants me to cover her shift tomorrow. something about ACT testing.”

he raises an eyebrow at me. “isn’t that something you would request the day off for? y’know like, in advance?”

“that’s what i said.” i roll my eyes before proceeding.

“i already told her no, but she keeps insisting because i’m the only person off tomorrow.”

chris leans over to grab my phone, unlocking it and putting it on do not disturb.

“it’s about time you have a day off. they’ve been putting you on the schedule every day now.” he sighs, combing his fingers through my hair.

“i know. and today was shit.” i huff out.

“do you wanna talk about it?” chris watches me intently.

“i just don’t wanna complain too much.”

“baby, i looove hearing you complain. it’s like, my favorite part of every day.” he taunts.

“only if you insist,” i sit up and smile cheekily at him.

he repositions himself so he sits across from me, pulling his knees up under his chin.

“talk to me sweetheart,” he grabs my hand, kissing my knuckles.

“so i clock in, and right away i’m being told to get on the espresso machine. my manager was supposed to work alongside me but she kept getting pulled away for manager things so i was doing both positions at our station, which is fine, but during a rush it can be a lot.” i start to ramble.

“and the second she gets back, i get the feeling that i started my period! and i completely forgot about it because i’ve been so busy, so i didn’t have any tampons on me,” i continue.

chris drops my hand and reaches into his hoodie pocket, revealing a bottle of pamprin.

“i actually got the notification earlier from your period app, so i brought these upstairs.” he smiles to himself, opening the bottle and shaking a couple tablets out on my palm.

“chris, thank you!” i exclaim, popping them in my mouth and taking a sip of the water.

“of course babe, i got you.” he pokes my stomach.

“so what else happened?” he asks me.

“well after that it slowed down a little. but the whole coffee shop was a mess after the rush and since we were closing, we had to deep clean everything. i’m just so sore and i want to die,”

“i get it, babe. did you shower yet?”

“the second i got home. fucking rachel spilled a pitcher of cold brew on my thigh and i was so sticky.”

he nods with a slight smile, moving his body up against the headboard.

he laid back in his spot and motioned me over to lay on his chest.

“fucking rachel.” he tsks while rubbing my back.

“why do you hate her so much anyways?” he drops his head to look at me.

“well, do you remember that one day you came through the drive through right before my shift ended? you were picking me up and decided to get a drink.”

he thinks for a moment, “mhm?”

“well she was working the window, and she came to tell us all there was a hot guy outside. basically telling the girls to come look,”

“yeah i remember a few girls came by, pretending to stock cups or something. that’s rachel?”

my lips drew a tight line.

“remember how she had you pull into a parking spot, saying they’d bring the drink out to you?”

“mhm?” he asks again.

“well, she decided to write her number down on a slip of paper and hoped to give it to you on her way out, along with your coffee. i left before her, so while i was getting settled in the car, she was walking up to you trying to rizz you up.”

his mouth forms an ‘o’.

“what a sneaky bitch!” he chuckles.

i roll my eyes at him.

“chris it’s not funny. my coworker wants to fuck you.”

“well it’s never gonna happen, sweetheart. she’s insane if she thinks that.”

i mess with the drawstring on his hoodie, picking at the plastic end.

“it’s just frustrating. she’s been doing little things to mess with me, since the moment she saw us together in your car. like today with the cold brew, that was fully on purpose.”

he sighs, patting the back of my head. “why don’t you just quit? you don’t need to work.”

“chris, you can’t pay for everything,” i sigh, dropping the thin rope.

“i actually can. besides, i’d much rather have you here at home, happy and free to do what you want with all that extra time.”

i smile up at him, lightly running my nails across his stubble.

“you’re too sweet to me, but i can’t let you financially support me chris. we aren’t even married.”

this time, he rolls his eyes at me.

“so what? we already live together. you’re my shawty or whatever the kids say,” he laughs, picking up a strand of my hair, tickling my nose with the end.

“the kids in 2009, and don’t say that ever again, chris.” i snort.

“no but seriously. i know how much you hate this job. and fucking rachel.” he smirks.

“i’ll apply to a few different places in the morning. and we’ll go from there.”

“no, y/n.” he grabs my hand, holding it between us.

“it’s making you miserable, you can quit now and i’ll hold things down until you find something else.”

“chris, i already told you, it’s not fair to you. you’re not my husband, and you don’t need to provide for me.”

he looks to the ceiling for a moment, pondering.

chris faces me again, grabbing hold of my cheeks. “wanna get married?”

“married? chris i-i’d marry you in an instant but not for this reason. you can’t be-“

he pulls away from me and leans over his side of the bed, digging through his nightstand.

turning to face me, he opens his fist to reveal a ring.

what the hell? i sit up quickly.

“y/n.” he holds the ring up.

“i’ve been wanting to do this for a while. i know my timing may not be ideal, but i hate the fact that i’m not your husband, and i hate the fact that you won’t let me take care of you. married or not, i’m always going to be here to take care of you, to help you, to love on you, especially when you’re having a day like today.” chris takes my hands in his, holding the ring on his fingertip.

“..but i’d really rather be married to you and do all those things.”

“chris, you don’t mean..” i begin.

“don’t act all surprised now.” he wiggles his eyebrows.

“you know i love you, we’ve talked about getting married someday. i think we should just do it sooner than later.”

“chris, i don’t know what to say. i want to marry you, i just don’t think it should be because i hate my job.”

“it’s not because of that. i’ve been planning this, if i wasn’t then there wouldn’t be a ring here. what do you think?”

“holy fuck, chris.” i take his hand and open it, placing my left one in his palm.

“let’s get married.” i smile up at him.

he slides the ring on and tackles me into a hug, causing us both to fall backwards on the bed.

“i love you, i love you, i love you, i love you!” he chants while peppering kisses all over my face.

short, sweet kisses turn into a long, heated make out that gets interrupted by three dings from my phone.

“did you not see me turn your phone on do not disturb?” chris huffs out.

“i swear to god if it’s rachel..” i pause, leaning over to pick up my phone.

“she did that ‘notify anyway’ thing. she’s insisting i cover for her tomorrow.”

my phone starts to buzz in my hand, causing chris’s head to snap in its direction.

“absolutely not!” he grabs the phone and clicks it off, throwing it on the other side of the bed.

“fucking rachel. someone needs to punch her in her throat.” he says jokingly.

“h-hello?” a small voice escapes my phone.

“shit, chris i thought you declined the call!” i lunge for the device, end the call and turn the phone off.

“do you think she heard me?” he asks, wide eyed, with a smile tugging on the corners of his lips.

“i don’t care, i’m quitting that job anyways. i have a husband now.’ i beam at him, waving my hand in his face.

“hell yeah you do!” he places his hands on my waist and brings me back down to him.

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hope u liked it 🤍 also this is dedicated to rachel i hate u please quit so i don’t have to! just kidding that’s mean! (i’m not)

comment if u hate rachel too

tags!

@imwetforyourmom @anonymouslyachrisgirl @junnniiieee07 @imtalkinnonsense @wh0resstuff

if you wanna be added comment here!

[sizzlingsandwichperfection-blog]

Hi. I've started writing a semi-weekly TB Newsletter, if you're interested in that kind of thing. Here's the second letter--about public-private partnerships, leprosy, and my forthcoming big announcement about expanding access to tuberculosis care. You'll hear more about that on Thursday. Anyway, here's the newsletter. You can sign up here.

---

In advance of the Big Announcement this Thursday, I made a vlogbrothers video today on how we end TB–with the comprehensive care plan often known as S-T-P, which is short for “Search, Treat, and Prevent.” But one thing I didn’t discuss in that video is the downstream benefits of comprehensive TB care.

Once you’ve hired community health workers to screen for TB, it becomes much easier to screen for other illnesses like diabetes, high blood pressure, and non-TB lung issues (especially lung cancer). TB is notoriously a disease of vicious cycles–a disease of malnutrition that makes malnutrition worse, a disease of poverty that makes poverty worse, and so on–but addressing TB can be a story of virtuous cycles: TB survivors become TB advocates, as I’ve seen with my friend Henry in Sierra Leone. More effective TB treatment leads to less stigmatization of the disease, as communities come to see the disease as curable and survivable rather than terrifying and deadly. And better access to TB care leads to a stronger overall healthcare system, because more community health workers are better connected to more primary healthcare clinics, which allows communities to better address all kinds of health problems.

—

Mycobacterium tuberculosis is not the only bacteria of its family that causes a lot of human suffering; there is a closely related species called mycobacterium leprae that causes the disease known as Hansen's Disease, or more commonly leprosy. There are still around 200,000 cases of leprosy diagnosed each year around the world, and while the disease is curable, it also remains–especially if not caught and treated early–a significant driver of suffering and disability in our world. 

There are many connections between TB and leprosy: Not only are the bacteria that cause these illnesses very similar, but patients have often expressed similarities in experience. TB patients who were encouraged or forced to live in sanitariums often compared themselves to lepers. One disheartening parallel between the diseases is that in both cases, those living with these illnesses are often abandoned by their families and must make new social connections within the new community of “leper” or “consumptive.” Also, both Hansen’s Disease and TB continue to exist largely because of systemic failures rather than due to a lack of knowledge or technology.

—

I really recommend Dr. Salmaan Keshavjee’s TED talk about how we ended TB in the U.S., and how we can end it using the same strategy around the world.

—

Last link from me today: I’ve been thinking a lot about the complex intersection between public and private investment (for reasons that will be clear on Thursday!) and I keep coming back to one infographic in an excellent paper (https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0256883) about the public money that was poured into the creation of the GeneXpert Machine, which can quickly and accurately test for TB. The GeneXpert machine has created a lot of profit for Danaher’s shareholders, and it has also created some societal benefit, but it could create a lot more societal benefit if it created less profit for Danaher’s shareholders. This tension seems to me one of the defining features of 21st century life. Anyway, here is the infographic:

That’s the money–over $250,000,000 of it–that came from taxpayers (mostly in the U.S. and Europe) to fund the creation of the GeneXpert Machine. And yet, this tech largely funded by the public is controlled entirely by private enterprise. I’m troubled by that model of value allocation, even if I still believe that private money and private enterprise have important roles to play in fueling innovation. But taking a quarter billion dollars of public money and then claiming total ownership over a technology, and using that ownership to deny the technology to the world’s poorest people, seems like a deeply flawed system of resource distribution to me.

I’ll see you on Thursday. I’m nervous and excited.

DFTBA,

John

[propertyofthefatui]

Father Dottore x Daughter Reader

TW !! Father-Daughter Incest, Noncon, Grooming, Experimentation, Use of Toys, Segment Orgy, Audience, Gaslighting, Manipulation !!

Finding yourself hiding in his lab coat during surgeries, fiddling with his pockets, minutes might as well be hours to a child like you, looking at all the machines he would work with, hiding behind his leg while surrounded in his lab coat as you stared up at the way his hands held a mutation of sorts. Being a child and witnessing all the colorful buttons on the various interesting machines, any child would be frustrated after so long, just standing still, waiting for your father to finish his surgery.

So you would often fall asleep by his foot, an adorable and amusing sight to him once he looked down to find your head snuggled against his boots, a genuine smile. Was his smile genuine because he genuinely adored your adorable behavior? — Or was his smile genuine because he admired himself for his intellect and brilliance that led to creating you?

Your adorable childish attitude has indeed amused him, unfortunately, you would most likely just get in the way of his mobility, most likely to affect the surgery. He placed his bloody instruments back down, the snap of the rubber as he took his stained gloves off echoed through the operation room. With a soft dark chuckle he scooped you into his arms before a segment took you away so you wouldn’t bother anything.

You were no stranger to experiments, regularly having scheduled checkups or surgeries to study you. As a child you were used to the cold, used to the cold air in his lab, the freezing sanitized metal table you would sit and lay on, even your fathers cold gloved hands. Your fathers segments within the room, studying you as their prime examined every bit of your body. Various x-rays and scans, even spreading your legs and examining your folds. You were no stranger to crowds of segments just observing you as you solved various advanced equations and riddles, testing your iq, eq, even creativity. Studying until the next day had been built into your schedule, your fathers segments often lecturing you on various scientific fields.

Unfortunately, like your father, you had no friends. Often alone and entertaining yourself with a book or with a piece of scrap machinery. When you were given the opportunity to interact with other children your age, you were baffled and disgusted by their lack of knowledge, making it almost impossible for you to communicate. Your father had always told you how different the two of you were from the rest of society, and you couldn’t help but be thankful for it. It wasn’t any different with adults either, treating you like a toddler. Often making comments about your wide vocabulary, often saying such things as ‘Oh, that’s such a big word!’ It was truly tiresome and so you chose to spend your time with your father.

Reaching into your preteen years your father began a new routine. Your body is changing and developing, afterall, he must examine his treasured creation, he would say.

Your naked body laid on the pristine white hospital bed. Vulnerable to his gaze, looking at your chest, he gazed down your torso and to your hips. Your figure had begun to develop, focusing his attention onto your stomach before dropping his gaze further down to your hips, observing the growth of your pubic hairs. You had been softly mewling to yourself as he poked and prodded at your skin. With a cold gloved hand, he grazed the side of your hip, a signal for you to flip onto your stomach, his hand slipping under your hips, bringing your ass up. He squeezed your ass, his thumb pulling back the soft skin to reveal your hole. He remained silent as he mentally took note of all the changes that he had observed, his eyes drifting back to your flushed face, he couldn’t help the mischievous smirk that crept onto his face.

“Someone’s a bit frustrated, aren’t we?” He teased, his deep dark voice made your knees weak, as if he was mocking you for being so aroused. His gloved hand softly rubbing your ass.

Already well versed with human anatomy and reproduction at a very young age, you didn’t show much interest in the traditional ways of reproduction. But your hormones were working against your mind, the carnal desire rising every second your untouched hole and clit ached. It was freezing but you felt so hot, with his hands touching your naked body while your ass was propped up to reveal more. He was obviously just toying with you at that point.

You were an intelligent child, you knew what your body wanted, so with a devilish grin his finger trailed your folds, earning an unexpected soft carnal moan of desire from you. A side of your face was buried into a soft white pillow. Your father was a cruel cruel man, you knew that much. You were so utterly wet, you desperately needed relief, so at a desperate attempt you rubbed your hand against your folds. You looked so pitiful. His little creation, his daughter, on her knees, with her ass up and face down, itching for release.

His lips to your ears, sending teasing little breaths down your neck, taking pity on you, he decided to give you an ounce of satisfaction. “Look at yourself, utterly pitiful. A shame we all must bend to carnal desires, don’t you think, my child?” He let his middle finger slip through your folds, rubbing your aching clit for you. You whined in response, hoping he would rub harder. “You’re familiar with the concept of masturbation but I suppose you’ve never had the urge to do so until now. Poor little thing, yet to discover the pleasures of the flesh… the feeling of coming, and wanting to do so until your vision fades. But not to worry your pretty little hole” He spoke as his index finger pressed up against your opening “I’ll teach you very very well…”

You soon felt his finger press harder against you, screaming as you felt him circle your entrance, he began to drag it up and back down slowly, with a certain rhythm. His thumb playfully toying with your swollen clit, rubbing circles around it. You were left weak and crying, your moans getting louder as a knot in your stomach began to build. Moaning to your father about the strange sensation while his other hand had been leisurely playing with your ass, squeezing and slapping it to his content. Everytime you sobbed about the sensation, he merely shut you down, repeatedly telling you “not yet” until finally, you heard him calmly say “go ahead…” And so you did, you let yourself come undone by just his hand. A scream left you as you rolled your eyes back. Your first orgasm, achieved by your fathers skills. He pulled his slick finger out, the insane thought of licking his finger covered in your orgasm came to mind, and since when was he one for being selfless? You rode out your high and let your body collapse back onto the bed. Your mind still dazed, all you could think about was the pleasure.

Since that day your daily routine had changed. He’s been more affectionate to you, you used to think nothing of it when he kissed your neck and jawline but after the day he opened your body to new overwhelmingly addictive feelings, arousal was always in the air. Everything became so utterly lewd to you, surprised to discover your new test were to use dildos, vibrators, even having to ride a segments face to ‘check your endurance’. You were becoming a whore for your father well into your preteens, your evenings with him spent in lewd activities. He absolutely adores seeing his most precious creation be needy for him. He records, or rather films everything. When the two of you are alone at home, he loves to film you riding him. While he’s lecturing you, your face is buried into the pillow as your eyes try and focus on the words on the page, his hips slamming against yours as his words fall deaf to your ears. Loves to play with your clit and finger you while you still wore your underwear when he’s bored doing some menial important documents he can’t trust his segments with.

He’s become a very affectionate man to you behind closed doors, before he goes on a long mission he makes sure to ruthlessly love and fill you up the night and morning before he leaves. It’s required that you must make out with him before bidding him goodbye. You’ve grown used to the constant sex and affection, so has he, becoming separated for a long period of time without your presence is unnerving to him. Ever since he created you he had looked after you, cared for you, made sure you were well loved. It was hard for both of you whenever he had no choice. But once left alone, you can’t help but doubt his affections, wondering if it was just another way of manipulation. But once his segments and himself showered you with affections yet again, you’re reminded that he did admire you, adored your very existence, in his own sick and twisted way.

[my-my-my]

KINKTOBER DAY 6 - Somnophilia: Sosuke Aizen (Hueco Mundo) x Female Reader

Requested by anonymous

Summary: Observing people, shinigami and hollows alike, are just one of the many hobbies Aizen likes to partake in. In one of his visits to Naruki City, he decides to leave a book from his personal collection, in a used bookstore. You, a human who doesn't know any better, become fascinated by the book - never hearing or seeing anything about it before. No one knows of this book, except a stranger, Aizen, who feeds your curiosity.

TW: this is kinda angsty. Implied past somnophiliac acts (reader thinks its a dream), dubious consent, hypnotism, voyeurism, stalking.

Word count: 2491

Read on AO3 here.

In preparation of his descent into Hueco Mundo, Aizen scoured Karakura Town and the nearby Naruki City for test subjects, spiritual readings and hollow experimentation. Sometimes, it’s easier to disguise himself amongst the humans, wearing a gigai.

Aizen is fascinated by the mostly mundane tasks of human beings. They’re so incredibly fragile in his presence yet make the most out of their inadequacies. While their technology is not as advanced as Soul Society, his or Urahara Kisuke’s inventions, he’s amused by what they have made for themselves already.

Sometimes Aizen wanders through the various bookstores and libraries in the World of the Living. He observes mortals and what they decide to read. For whatever reason, today he decided to bring a book from his own collection and places it on the shelf of a used bookstore.

He watches you, with curious eyes, skimming the book. Your eyes widen from what he can see. What will you make of it? He wonders. The store owner doesn’t recognize the book at all but sells it to you for a low price.

He watches you read it in your home, on your commute and your days off. You’re in awe.

You decide to finish the book in a quiet part of the park, under a gazebo with some of your favourite flowers surrounding it. Page after page, you’re engrossed with what the book shares with you, things you haven’t heard of, concepts you had never dreamed of. You had never heard of this book before, no existence of it in the library or online copies anywhere. Yet it captivated you.

“Are you enjoying that book? It’s quite fascinating, isn’t it?” Aizen asks, as he walks into the gazebo to see you.

Today, Aizen would find you enjoying an iced coffee on the patio of a café in Naruki City. In the back of his mind, he had already begun his machinations to move you further away from Naruki City to Kyoto or somewhere else, where you wouldn’t be affected by his plans for Karakura Town and the nearby areas.

You sipped your coffee, thoroughly engrossed in a book that he had lent you. His lips twitched at seeing you enjoying something he also enjoyed, his heart quickened in your presence.

But he ignored it.

Today, Aizen donned a gigai, as he always does when he visits you. A simple white dress shirt tucked in to black slacks, the sleeves rolled up, his hair pushed back as normal. He ordered a white jasmine tea for himself, and a small pastry for you.

“Are you enjoying the book?” Aizen’s voice startled you, but you smiled at him, waving him over.

“Yes, I am, thank you so much Aizen-san! Your recommendations have been wonderful.” You beamed at him, placing a bookmark on the page as you closed the book. It wasn’t often that you bumped into your mysterious crush.

He gave you a small smile and sat across from you, taking a sip from his cup. This café is terrible he thought to himself, tasting the bitterness of the tea leaves. But you were here, and that was more than enough to finish drinking the offensive liquid.

“What brings you here today? I haven’t seen you in a while.” You asked, feeling nervous suddenly.

“No reason in particular, I was in the area and wanted some tea. I just happen to see you here today. It’s nice to see a familiar face.” Aizen said, continuing to drink his tea. He noticed your coffee was also still unfinished. “Are you not enjoying your drink?”

You laughed, then lowered your voice, “I found this place on a whim… but it’s kind of terrible don’t you agree?” To which you gave him a sheepish smile.

Aizen chuckled, nodding his head, “but I got this for you. Hopefully that’s better than our drinks.” Your eyes widened at the pastry, and you immediately thanked him for it.

You ripped a small portion off the plate and placed it immediately in your mouth. Your eyes lit up, it was surprisingly delicious. “You need to try this Aizen-san!” You immediately ripped another piece off and handed it to him.

A blush crept up your face as he ate from your hand. “It is delicious. Maybe they should open a bakery instead.” Aizen surmised, his tone calm and collected, as if your fingers weren’t near his mouth at all.

You gave a nervous laugh and immediately pulled away, “I think that’s a great idea for them.” “Ignoring them, tell me what you think of what you’ve read so far.” Aizen asked, watching your eyes glimmer in excitement.

It had been a few months now, of meeting with Aizen, whose first name you learned was Sosuke. He revealed very little of himself, but you had exchanged numbers with him. As of late, many of your meetings were more like “dates,” that ended with some kisses and heavy petting.

Yet you still didn’t know much of the man. He was a complete enigma to you. You had shared with one of your closest friends what you knew about him, but even their sleuthing skills couldn’t find anything. Was he giving you a fake name?

You doubted that, but you never really saw him around town save for when you two were hanging out. He wasn’t purposefully evasive towards you, he told you as much that he was in the area a lot (but didn’t specify where), as he had work there (but didn’t disclose what he did).

Yet even then, when you two were together, it felt like the rest of the world was gone. The two of you were in a bubble. It was strange in some cases, you thought. On days when you were having an especially hard time, something at work or something upsetting, you would find him, almost as if on accident.

And the time with him felt comforting. Your problems felt like they disappeared when you were with him, or he offered you advice and listening ear if it was too much to bear.

But still, nothing about him, nothing of existence of him. Maybe… you were hallucinating him?

That would make sense, right? Your friends never met him, and any instances of trying to have him meet them were thwarted at some point. Even when you tried to take photos, your phone’s camera would (surprisingly) malfunction.

Now you felt crazy, but the books were real, weren’t they?

You picked up the latest book he lent you. It was heavy, hard and sturdy. It felt real.

You took a photo of it and sent it to your closest friend, who responded with a question mark.

“Why are you sending me a pic of a book?” Your friend responded.

You replied with an “oh it was an accident, meant for someone at work!”

Ok, so the books were real.

Then your phone rang. Speak of the devil and he shall appear your mind thought, as Aizen’s name flashed on your screen. You hurriedly picked it up and heard his baritone voice immediately. “Are you free tonight?”

Aizen had treated you to dinner, at a remarkable restaurant you were saving up for. You savored every part of your meal, from the food, the décor and Aizen himself.

“I think…” you hesitated, wanting to choose your words carefully, “this is the first time you’ve called me for dinner, Aizen-san.”

He gave you a small smile, “it is, and unfortunately there’s a reason behind this.”

You felt your heart dropped at the shift of his tone.

“I’ll be going overseas indefinitely.” He said, “I’m not sure when I’ll be back here again.”

“Oh…” you trailed off, disappointment clear in your voice. “For how long?”

“I’m not sure yet, but it may be the last time I see you.” Aizen said, his face expressionless. He watched your face drop with sadness, while his heart felt a bit strange. But he ignored it, again. He enjoyed your company and nothing more of it would come from it. His plans were too far along now to pull you into them. It was better this way.

Although Aizen shared it was his last night, he wanted to spend the night together. It was a surreal blur to you. The two of you spent time watching the stars, discovering late night gems in Naruki City, with kisses in between, but once a yawn escaped your mouth, he escorted you home. You remember being tucked in to bed, and then waking up to find a new book on your bedside table. Aizen’s last gift to you. You thumbed the pages carefully before hugging the book to your chest.

The following morning, you sent him a text, to have it being bounced back. Calling him left you with an automated tone saying the number did not exist.

The man, Aizen Sosuke, never appeared in your life again. To your friends who knew of him, never brought him up.

At places where you two were seen together, no one batted an eye as to where your partner was. No one asked. As months went by, if it weren’t for the books lining your bookshelf, you would have wondered if he even really existed.

Lord Aizen remained unphased watching Ulquiorra share his update on Karakura Town to him and the rest of the Espada. Everything was going according to plan, plans that he thought well and hard for, plans that had contingencies running if they were (shockingly) to fail.

Ulquiorra’s voice droned out of Lord Aizen’s mind as he saw the briefest glimpse of you. Of course Ulquiorra was not privy to you. Watching you, hearing you, talking to you was only a privilege to Lord Aizen.

To which he thought, he was due for a visit to you.

Some nights you dreamt of Aizen.

Some dreams, the two of you were a seemingly normal couple, traveling the world and sight-seeing.

Other dreams he was a military captain, commanding his troops with his sword and his voice alone.

Some dreams felt real – his touch hot against your skin, his kisses deep and passionate. Your bed, his bed, some other bed – you would wake with the distant memories of moans and pleasure, as your thighs were left sticky, and your body covered in a light sheen of sweat.

Other dreams involved him in a palace far beyond, of stark white in an area devoid of light. Where sand dunes filled the landscape, with strange creatures roaming around. He commanded them, wearing robes of white, with a presence that commanding fear and utmost respect.

You never knew what to make of these dreams. Some days you loved them, to see him again, to “feel” him again. Other days you hated it, you wished you had never met him.

The dreams now, were becoming fewer and far between, and again, you weren’t sure if you were happy with that. To be haunted by him, or to forget him almost completely.

Tonight though, you were exhausted, and your bed called to you more than anything.

Once you were sound asleep, Aizen approaches. He knows you and your bed now. He knows which parts to put weight on – and which not to – to avoid waking you. It amused him some days, to hear you cry for him in your sleep, other days it made his brows furrow, his heart quickening like it did before.

Tonight he wanted you for himself. Seeing you in Ulquiorra’s surveillance update tugged at him. You called to him, both mind and body, and it bothered him. But tonight he would indulge. His reiatsu lightly fills this room, weighing on you more heavily, forcing you into a deeper slumber.

“Sosuke” you whimpered, your eyes still closed, while your brows were knitted. He kisses your forehead and watches you relax, wondering what you were dreaming of tonight.

Aizen cups your face and turns you on to your back. Your breathing is deep – your chest rises and falls to every breath you take, your breasts barely containing your nightshirt.

Aizen muses if you were made for him, as your legs spread apart. He whispers an incantation under his breath that leaves you naked and bare for him alone.

He runs his hands over your body, parts he's familiar with, places he hungers for. Deep kisses are left along your neck as he travels down your breasts, taking delicate care for each nipple.

Your eyes are still closed, but moans are freely spilling from your mouth. Aizen pushes your legs further apart, your glistening cunt in full display for him. He draws slow circles around your clit, earning a gasp and mewl from you. It amuses him how needy your pussy is for him, you’re completely drenched, and he hasn’t even put a finger in.

Aizen pushes a finger into your wet hole and relishes at how tight you are around him. Your mouth opens into a whine, “please, more Sosuke.” Although your eyes remain firmly closed.

Who was Aizen to deny you like this? Undoing a part of his robe, Aizen pumped his cock in his hand, watching you panting, and moaning for him. As if on reflex, he watches in amusement as you pinch and play with your own breasts, before your hand circles your clit, but he stops you before you can go further.

Your body was meant for him, and he would remind you of that fact.

Aizen slowly pushes his cock inside you, relishing at how your face tightens at the sudden intrusion, but slowly relaxes as you moan to the full stretch of him. Aizen brings your face to him, giving you a deep kiss as he slams his hips into you.

A part of him wants to see your eyes open for him, to watch your eyes sparkle at him, trickle with tears as he pounds you mercilessly. But not tonight. He grinds into you, forcing your legs on his shoulders as his cock is covered in your slick juices.

You chant his name, over and over again, cries for more pleasure, more of him. And of course, he would never deny you tonight. Aizen slams into your wet pussy repeatedly, as you tighten around him, before a low groan escapes Aizen, his cum filling you up as he remained inside you. He watches you in fascination as your eyes relax again, your breathing less laborious than before, slowly pulling his softening cock out of you. You let out a soft whine from the feeling, to which Aizen kisses you, as if to say he was sorry.

He undoes the incantation in your room, your shirt appearing back on your body, before fading into the darkness of Hueco Mundo once again. When morning comes, you’re left with another moment of wonder and frustration. Of sticky thighs, sore nipples and kiss swollen lips. A vision of Aizen runs through your mind, haunting you once again.

I've been in a wistful mood for Aizen as of late... and yes, more Ghost sex hahaha. Thank you for reading! This fic was set to VIQ's "Ghost".

[antoniosvivaldi]

Neural Filters Tutorial for Gifmakers by @antoniosvivaldi

Hi everyone! In light of my blog’s 10th birthday, I’m delighted to reveal my highly anticipated gifmaking tutorial using Neural Filters - a very powerful collection of filters that really broadened my scope in gifmaking over the past 12 months.

Before I get into this tutorial, I want to thank @laurabenanti, @maines , @cobbbvanth, and @cal-kestis for their unconditional support over the course of my journey of investigating the Neural Filters & their valuable inputs on the rendering performance!

In this tutorial, I will outline what the Photoshop Neural Filters do and how I use them in my workflow - multiple examples will be provided for better clarity. Finally, I will talk about some known performance issues with the filters & some feasible workarounds.

Tutorial Structure:

Meet the Neural Filters: What they are and what they do

Why I use Neural Filters? How I use Neural Filters in my giffing workflow

Getting started: The giffing workflow in a nutshell and installing the Neural Filters

Applying Neural Filters onto your gif: Making use of the Neural Filters settings; with multiple examples

Testing your system: recommended if you’re using Neural Filters for the first time

Rendering performance: Common Neural Filters performance issues & workarounds

For quick reference, here are the examples that I will show in this tutorial:

Example 1: Image Enhancement | improving the image quality of gifs prepared from highly compressed video files

Example 2: Facial Enhancement | enhancing an individual's facial features

Example 3: Colour Manipulation | colourising B&W gifs for a colourful gifset

Example 4: Artistic effects | transforming landscapes & adding artistic effects onto your gifs

Example 5: Putting it all together | my usual giffing workflow using Neural Filters

What you need & need to know:

Software: Photoshop 2021 or later (recommended: 2023 or later)*

Hardware: 8GB of RAM; having a supported GPU is highly recommended*

Difficulty: Advanced (requires a lot of patience); knowledge in gifmaking and using video timeline assumed

Key concepts: Smart Layer / Smart Filters

Benchmarking your system: Neural Filters test files**

Supplementary materials: Tutorial Resources / Detailed findings on rendering gifs with Neural Filters + known issues***

*I primarily gif on an M2 Max MacBook Pro that's running Photoshop 2024, but I also have experiences gifmaking on few other Mac models from 2012 ~ 2023.

**Using Neural Filters can be resource intensive, so it’s helpful to run the test files yourself. I’ll outline some known performance issues with Neural Filters and workarounds later in the tutorial.

***This supplementary page contains additional Neural Filters benchmark tests and instructions, as well as more information on the rendering performance (for Apple Silicon-based devices) when subject to heavy Neural Filters gifmaking workflows

Tutorial under the cut. Like / Reblog this post if you find this tutorial helpful. Linking this post as an inspo link will also be greatly appreciated!

1. Meet the Neural Filters!

Neural Filters are powered by Adobe's machine learning engine known as Adobe Sensei. It is a non-destructive method to help streamline workflows that would've been difficult and/or tedious to do manually.

Here are the Neural Filters available in Photoshop 2024:

Skin Smoothing: Removes blemishes on the skin

Smart Portrait: This a cloud-based filter that allows you to change the mood, facial age, hair, etc using the sliders+

Makeup Transfer: Applies the makeup (from a reference image) to the eyes & mouth area of your image

Landscape Mixer: Transforms the landscape of your image (e.g. seasons & time of the day, etc), based on the landscape features of a reference image

Style Transfer: Applies artistic styles e.g. texturings (from a reference image) onto your image

Harmonisation: Applies the colour balance of your image based on the lighting of the background image+

Colour Transfer: Applies the colour scheme (of a reference image) onto your image

Colourise: Adds colours onto a B&W image

Super Zoom: Zoom / crop an image without losing resolution+

Depth Blur: Blurs the background of the image

JPEG Artefacts Removal: Removes artefacts caused by JPEG compression

Photo Restoration: Enhances image quality & facial details

+These three filters aren't used in my giffing workflow. The cloud-based nature of Smart Portrait leads to disjointed looking frames. For Harmonisation, applying this on a gif causes Neural Filter timeout error. Finally, Super Zoom does not currently support output as a Smart Filter

If you're running Photoshop 2021 or earlier version of Photoshop 2022, you will see a smaller selection of Neural Filters:

Things to be aware of:

You can apply up to six Neural Filters at the same time

Filters where you can use your own reference images: Makeup Transfer (portraits only), Landscape Mixer, Style Transfer (not available in Photoshop 2021), and Colour Transfer

Later iterations of Photoshop 2023 & newer: The first three default presets for Landscape Mixer and Colour Transfer are currently broken.

2. Why I use Neural Filters?

Here are my four main Neural Filters use cases in my gifmaking process. In each use case I'll list out the filters that I use:

Enhancing Image Quality:

Common wisdom is to find the highest quality video to gif from for a media release & avoid YouTube whenever possible. However for smaller / niche media (e.g. new & upcoming musical artists), prepping gifs from highly compressed YouTube videos is inevitable.

So how do I get around with this? I have found Neural Filters pretty handy when it comes to both correcting issues from video compression & enhancing details in gifs prepared from these highly compressed video files.

Filters used: JPEG Artefacts Removal / Photo Restoration

Facial Enhancement:

When I prepare gifs from highly compressed videos, something I like to do is to enhance the facial features. This is again useful when I make gifsets from compressed videos & want to fill up my final panel with a close-up shot.

Filters used: Skin Smoothing / Makeup Transfer / Photo Restoration (Facial Enhancement slider)

Colour Manipulation:

Neural Filters is a powerful way to do advanced colour manipulation - whether I want to quickly transform the colour scheme of a gif or transform a B&W clip into something colourful.

Filters used: Colourise / Colour Transfer

Artistic Effects:

This is one of my favourite things to do with Neural Filters! I enjoy using the filters to create artistic effects by feeding textures that I've downloaded as reference images. I also enjoy using these filters to transform the overall the atmosphere of my composite gifs. The gifsets where I've leveraged Neural Filters for artistic effects could be found under this tag on usergif.

Filters used: Landscape Mixer / Style Transfer / Depth Blur

How I use Neural Filters over different stages of my gifmaking workflow:

I want to outline how I use different Neural Filters throughout my gifmaking process. This can be roughly divided into two stages:

Stage I: Enhancement and/or Colourising | Takes place early in my gifmaking process. I process a large amount of component gifs by applying Neural Filters for enhancement purposes and adding some base colourings.++

Stage II: Artistic Effects & more Colour Manipulation | Takes place when I'm assembling my component gifs in the big PSD / PSB composition file that will be my final gif panel.

I will walk through this in more detail later in the tutorial.

++I personally like to keep the size of the component gifs in their original resolution (a mixture of 1080p & 4K), to get best possible results from the Neural Filters and have more flexibility later on in my workflow. I resize & sharpen these gifs after they're placed into my final PSD composition files in Tumblr dimensions.

3. Getting started

The essence is to output Neural Filters as a Smart Filter on the smart object when working with the Video Timeline interface. Your workflow will contain the following steps:

Prepare your gif

In the frame animation interface, set the frame delay to 0.03s and convert your gif to the Video Timeline

In the Video Timeline interface, go to Filter > Neural Filters and output to a Smart Filter

Flatten or render your gif (either approach is fine). To flatten your gif, play the "flatten" action from the gif prep action pack. To render your gif as a .mov file, go to File > Export > Render Video & use the following settings.

Setting up:

o.) To get started, prepare your gifs the usual way - whether you screencap or clip videos. You should see your prepared gif in the frame animation interface as follows:

Note: As mentioned earlier, I keep the gifs in their original resolution right now because working with a larger dimension document allows more flexibility later on in my workflow. I have also found that I get higher quality results working with more pixels. I eventually do my final sharpening & resizing when I fit all of my component gifs to a main PSD composition file (that's of Tumblr dimension).

i.) To use Smart Filters, convert your gif to a Smart Video Layer.

As an aside, I like to work with everything in 0.03s until I finish everything (then correct the frame delay to 0.05s when I upload my panels onto Tumblr).

For convenience, I use my own action pack to first set the frame delay to 0.03s (highlighted in yellow) and then convert to timeline (highlighted in red) to access the Video Timeline interface. To play an action, press the play button highlighted in green.

Once you've converted this gif to a Smart Video Layer, you'll see the Video Timeline interface as follows:

ii.) Select your gif (now as a Smart Layer) and go to Filter > Neural Filters

Installing Neural Filters:

Install the individual Neural Filters that you want to use. If the filter isn't installed, it will show a cloud symbol (highlighted in yellow). If the filter is already installed, it will show a toggle button (highlighted in green)

When you toggle this button, the Neural Filters preview window will look like this (where the toggle button next to the filter that you use turns blue)

4. Using Neural Filters

Once you have installed the Neural Filters that you want to use in your gif, you can toggle on a filter and play around with the sliders until you're satisfied. Here I'll walkthrough multiple concrete examples of how I use Neural Filters in my giffing process.

Example 1: Image enhancement | sample gifset

This is my typical Stage I Neural Filters gifmaking workflow. When giffing older or more niche media releases, my main concern is the video compression that leads to a lot of artefacts in the screencapped / video clipped gifs.

To fix the artefacts from compression, I go to Filter > Neural Filters, and toggle JPEG Artefacts Removal filter. Then I choose the strength of the filter (boxed in green), output this as a Smart Filter (boxed in yellow), and press OK (boxed in red).

Note: The filter has to be fully processed before you could press the OK button!

After applying the Neural Filters, you'll see "Neural Filters" under the Smart Filters property of the smart layer

Flatten / render your gif

Example 2: Facial enhancement | sample gifset

This is my routine use case during my Stage I Neural Filters gifmaking workflow. For musical artists (e.g. Maisie Peters), YouTube is often the only place where I'm able to find some videos to prepare gifs from. However even the highest resolution video available on YouTube is highly compressed.

Go to Filter > Neural Filters and toggle on Photo Restoration. If Photoshop recognises faces in the image, there will be a "Facial Enhancement" slider under the filter settings.

Play around with the Photo Enhancement & Facial Enhancement sliders. You can also expand the "Adjustment" menu make additional adjustments e.g. remove noises and reducing different types of artefacts.

Once you're happy with the results, press OK and then flatten / render your gif.

Example 3: Colour Manipulation | sample gifset

Want to make a colourful gifset but the source video is in B&W? This is where Colourise from Neural Filters comes in handy! This same colourising approach is also very helpful for colouring poor-lit scenes as detailed in this tutorial.

Here's a B&W gif that we want to colourise:

Highly recommended: add some adjustment layers onto the B&W gif to improve the contrast & depth. This will give you higher quality results when you colourise your gif.

Go to Filter > Neural Filters and toggle on Colourise.

Make sure "Auto colour image" is enabled.

Play around with further adjustments e.g. colour balance, until you're satisfied then press OK.

Important: When you colourise a gif, you need to double check that the resulting skin tone is accurate to real life. I personally go to Google Images and search up photoshoots of the individual / character that I'm giffing for quick reference.

Add additional adjustment layers until you're happy with the colouring of the skin tone.

Once you're happy with the additional adjustments, flatten / render your gif. And voila!

Note: For Colour Manipulation, I use Colourise in my Stage I workflow and Colour Transfer in my Stage II workflow to do other types of colour manipulations (e.g. transforming the colour scheme of the component gifs)

Example 4: Artistic Effects | sample gifset

This is where I use Neural Filters for the bulk of my Stage II workflow: the most enjoyable stage in my editing process!

Normally I would be working with my big composition files with multiple component gifs inside it. To begin the fun, drag a component gif (in PSD file) to the main PSD composition file.

Resize this gif in the composition file until you're happy with the placement

Duplicate this gif. Sharpen the bottom layer (highlighted in yellow), and then select the top layer (highlighted in green) & go to Filter > Neural Filters

I like to use Style Transfer and Landscape Mixer to create artistic effects from Neural Filters. In this particular example, I've chosen Landscape Mixer

Select a preset or feed a custom image to the filter (here I chose a texture that I've on my computer)

Play around with the different sliders e.g. time of the day / seasons

Important: uncheck "Harmonise Subject" & "Preserve Subject" - these two settings are known to cause performance issues when you render a multiframe smart object (e.g. for a gif)

Once you're happy with the artistic effect, press OK

To ensure you preserve the actual subject you want to gif (bc Preserve Subject is unchecked), add a layer mask onto the top layer (with Neural Filters) and mask out the facial region. You might need to play around with the Layer Mask Position keyframes or Rotoscope your subject in the process.

After you're happy with the masking, flatten / render this composition file and voila!

Example 5: Putting it all together | sample gifset

Let's recap on the Neural Filters gifmaking workflow and where Stage I and Stage II fit in my gifmaking process:

i. Preparing & enhancing the component gifs

Prepare all component gifs and convert them to smart layers

Stage I: Add base colourings & apply Photo Restoration / JPEG Artefacts Removal to enhance the gif's image quality

Flatten all of these component gifs and convert them back to Smart Video Layers (this process can take a lot of time)

Some of these enhanced gifs will be Rotoscoped so this is done before adding the gifs to the big PSD composition file

ii. Setting up the big PSD composition file

Make a separate PSD composition file (Ctrl / Cmmd + N) that's of Tumblr dimension (e.g. 540px in width)

Drag all of the component gifs used into this PSD composition file

Enable Video Timeline and trim the work area

In the composition file, resize / move the component gifs until you're happy with the placement & sharpen these gifs if you haven't already done so

Duplicate the layers that you want to use Neural Filters on

iii. Working with Neural Filters in the PSD composition file

Stage II: Neural Filters to create artistic effects / more colour manipulations!

Mask the smart layers with Neural Filters to both preserve the subject and avoid colouring issues from the filters

Flatten / render the PSD composition file: the more component gifs in your composition file, the longer the exporting will take. (I prefer to render the composition file into a .mov clip to prevent overriding a file that I've spent effort putting together.)

Note: In some of my layout gifsets (where I've heavily used Neural Filters in Stage II), the rendering time for the panel took more than 20 minutes. This is one of the rare instances where I was maxing out my computer's memory.

Useful things to take note of:

Important: If you're using Neural Filters for Colour Manipulation or Artistic Effects, you need to take a lot of care ensuring that the skin tone of nonwhite characters / individuals is accurately coloured

Use the Facial Enhancement slider from Photo Restoration in moderation, if you max out the slider value you risk oversharpening your gif later on in your gifmaking workflow

You will get higher quality results from Neural Filters by working with larger image dimensions: This gives Neural Filters more pixels to work with. You also get better quality results by feeding higher resolution reference images to the Neural Filters.

Makeup Transfer is more stable when the person / character has minimal motion in your gif

You might get unexpected results from Landscape Mixer if you feed a reference image that don't feature a distinctive landscape. This is not always a bad thing: for instance, I have used this texture as a reference image for Landscape Mixer, to create the shimmery effects as seen in this gifset

5. Testing your system

If this is the first time you're applying Neural Filters directly onto a gif, it will be helpful to test out your system yourself. This will help:

Gauge the expected rendering time that you'll need to wait for your gif to export, given specific Neural Filters that you've used

Identify potential performance issues when you render the gif: this is important and will determine whether you will need to fully playback your gif before flattening / rendering the file.

Understand how your system's resources are being utilised: Inputs from Windows PC users & Mac users alike are welcome!

About the Neural Filters test files:

Contains six distinct files, each using different Neural Filters

Two sizes of test files: one copy in full HD (1080p) and another copy downsized to 540px

One folder containing the flattened / rendered test files

How to use the Neural Filters test files:

What you need:

Photoshop 2022 or newer (recommended: 2023 or later)

Install the following Neural Filters: Landscape Mixer / Style Transfer / Colour Transfer / Colourise / Photo Restoration / Depth Blur

Recommended for some Apple Silicon-based MacBook Pro models: Enable High Power Mode

How to use the test files:

For optimal performance, close all background apps

Open a test file

Flatten the test file into frames (load this action pack & play the “flatten” action)

Take note of the time it takes until you’re directed to the frame animation interface 

Compare the rendered frames to the expected results in this folder: check that all of the frames look the same. If they don't, you will need to fully playback the test file in full before flattening the file.†

Re-run the test file without the Neural Filters and take note of how long it takes before you're directed to the frame animation interface

Recommended: Take note of how your system is utilised during the rendering process (more info here for MacOS users)

†This is a performance issue known as flickering that I will discuss in the next section. If you come across this, you'll have to playback a gif where you've used Neural Filters (on the video timeline) in full, prior to flattening / rendering it.

Factors that could affect the rendering performance / time (more info):

The number of frames, dimension, and colour bit depth of your gif

If you use Neural Filters with facial recognition features, the rendering time will be affected by the number of characters / individuals in your gif

Most resource intensive filters (powered by largest machine learning models): Landscape Mixer / Photo Restoration (with Facial Enhancement) / and JPEG Artefacts Removal

Least resource intensive filters (smallest machine learning models): Colour Transfer / Colourise

The number of Neural Filters that you apply at once / The number of component gifs with Neural Filters in your PSD file

Your system: system memory, the GPU, and the architecture of the system's CPU+++

+++ Rendering a gif with Neural Filters demands a lot of system memory & GPU horsepower. Rendering will be faster & more reliable on newer computers, as these systems have CPU & GPU with more modern instruction sets that are geared towards machine learning-based tasks.

Additionally, the unified memory architecture of Apple Silicon M-series chips are found to be quite efficient at processing Neural Filters.

6. Performance issues & workarounds

Common Performance issues:

I will discuss several common issues related to rendering or exporting a multi-frame smart object (e.g. your composite gif) that uses Neural Filters below. This is commonly caused by insufficient system memory and/or the GPU.

Flickering frames: in the flattened / rendered file, Neural Filters aren't applied to some of the frames+-+

Scrambled frames: the frames in the flattened / rendered file isn't in order

Neural Filters exceeded the timeout limit error: this is normally a software related issue

Long export / rendering time: long rendering time is expected in heavy workflows

Laggy Photoshop / system interface: having to wait quite a long time to preview the next frame on the timeline

Issues with Landscape Mixer: Using the filter gives ill-defined defined results (Common in older systems)--

Workarounds:

Workarounds that could reduce unreliable rendering performance & long rendering time:

Close other apps running in the background

Work with smaller colour bit depth (i.e. 8-bit rather than 16-bit)

Downsize your gif before converting to the video timeline-+-

Try to keep the number of frames as low as possible

Avoid stacking multiple Neural Filters at once. Try applying & rendering the filters that you want one by one

Specific workarounds for specific issues:

How to resolve flickering frames: If you come across flickering, you will need to playback your gif on the video timeline in full to find the frames where the filter isn't applied. You will need to select all of the frames to allow Photoshop to reprocess these, before you render your gif.+-+

What to do if you come across Neural Filters timeout error? This is caused by several incompatible Neural Filters e.g. Harmonisation (both the filter itself and as a setting in Landscape Mixer), Scratch Reduction in Photo Restoration, and trying to stack multiple Neural Filters with facial recognition features.

If the timeout error is caused by stacking multiple filters, a feasible workaround is to apply the Neural Filters that you want to use one by one over multiple rendering sessions, rather all of them in one go.

+-+This is a very common issue for Apple Silicon-based Macs. Flickering happens when a gif with Neural Filters is rendered without being previously played back in the timeline.

This issue is likely related to the memory bandwidth & the GPU cores of the chips, because not all Apple Silicon-based Macs exhibit this behaviour (i.e. devices equipped with Max / Ultra M-series chips are mostly unaffected).

-- As mentioned in the supplementary page, Landscape Mixer requires a lot of GPU horsepower to be fully rendered. For older systems (pre-2017 builds), there are no workarounds other than to avoid using this filter.

-+- For smaller dimensions, the size of the machine learning models powering the filters play an outsized role in the rendering time (i.e. marginal reduction in rendering time when downsizing 1080p file to Tumblr dimensions). If you use filters powered by larger models e.g. Landscape Mixer and Photo Restoration, you will need to be very patient when exporting your gif.

7. More useful resources on using Neural Filters

Creating animations with Neural Filters effects | Max Novak

Using Neural Filters to colour correct by @edteachs

I hope this is helpful! If you have any questions or need any help related to the tutorial, feel free to send me an ask 💖