#cloud-based machine learning
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ajmishra · 2 months ago
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Dominating the Market with Cloud Power
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Explore how leveraging cloud technology can help businesses dominate the market. Learn how cloud power boosts scalability, reduces costs, enhances innovation, and provides a competitive edge in today's digital landscape. Visit now to read more: Dominating the Market with Cloud Power
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justposting1 · 3 days ago
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Top AI Tools to Start Your Training in 2024
Empower Your AI Journey with Beginner-Friendly Platforms Like TensorFlow, PyTorch, and Google Colab The rapid advancements in artificial intelligence (AI) have transformed the way we work, live, and learn. For aspiring AI enthusiasts, diving into this exciting field requires a combination of theoretical understanding and hands-on experience. Fortunately, the right tools can make the learning…
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ahalts · 1 month ago
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Top Trends Shaping the Future of HRMS Technology
The future of HRMS technology is being shaped by several key trends transforming how organizations manage their human resources. AI and machine learning play a significant role in automating recruitment, employee engagement, and performance evaluation processes. Cloud-based HRMS solutions are becoming increasingly popular due to their scalability, accessibility, and cost-effectiveness. Additionally, integrating advanced analytics allows HR teams to make data-driven decisions regarding employee retention, productivity, and workforce planning. The growing focus on employee experience is driving the inclusion of self-service portals, mobile apps, and wellness programs within HRMS platforms. As data privacy concerns rise, enhanced security measures are also becoming a priority in HRMS technology development.
More info: https://ahalts.com/solutions/hr-services
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sigmasolveinc · 8 months ago
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Everything you Need to Know About Enterprise AI
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In the modern business landscape, organizations are increasingly turning to Artificial Intelligence (AI) to gain a competitive edge and enhance their operations. Enterprise AI refers to the deployment of AI technologies within the corporate realm to improve decision-making, streamline processes, and unlock new opportunities. This article delves into the key components of enterprise AI, explores the challenges organizations face, highlights a few use cases, and provides potential solutions. Components of Enterprise AI: 
Data:
At the core of enterprise AI is data. High-quality, structured, and diverse datasets are the foundation for training AI models. These data sources can include customer information, transaction records, market data, and even unstructured data like text and images. 
Algorithms: 
AI algorithms are the intelligence behind enterprise AI systems. They analyze data to identify patterns, make predictions, and automate tasks. Common AI techniques include machine learning solution, deep learning, natural language processing (NLP), and computer vision.
Computing Power: 
AI requires significant computing power for processing and training models. This is often achieved using powerful hardware, cloud-based solutions, or distributed computing frameworks like Hadoop.
Domain Expertise: 
Integrating domain expertise is crucial. Domain-specific knowledge allows AI models to understand and make informed decisions within the context of the business. 
User Interface:
A user-friendly interface allows non-technical users to interact with AI systems. Dashboards, chatbots, and voice assistants are common interfaces used in enterprise AI. 
Scalability and Flexibility: 
Enterprise AI systems need to scale to meet growing demands and adapt to changing business requirements. This often involves modular architecture and the use of containerization technologies like Docker. 
Challenges in Implementing Enterprise AI: 
Data Quality and Quantity: Ensuring data is accurate, complete, and representative can be a substantial challenge. Organizations may struggle to gather enough high-quality data for training AI models.
Data Privacy and Security: Storing and processing sensitive business data poses security risks. Adhering to data protection regulations such as GDPR and ensuring robust security measures is crucial.
Talent Shortage: The shortage of AI talent can make it difficult to recruit and retain skilled professionals who can develop and manage AI solutions.
Interoperability: Many organizations use a variety of legacy systems and applications. Integrating AI into these diverse environments can be complex and may require significant modifications.
Cost: Developing and maintaining AI systems can be expensive, from the cost of computing resources to hiring specialized personnel.
Ethical Considerations: The use of AI in the enterprise raises ethical concerns, especially in areas like bias in AI decision-making and the potential for job displacement.
Use Cases of Enterprise AI:
Enterprise AI, or artificial intelligence in the context of businesses and organizations, has a wide range of use cases across various industries and functions. Here are some common use cases of enterprise AI: 
Customer Service: Chatbots and virtual assistants powered by AI are used to provide 24/7 customer support, answer queries, and assist in issue resolution.
Predictive Maintenance: Industries such as manufacturing and utilities use AI to predict when equipment is likely to fail, enabling proactive maintenance.
Sales and Marketing: AI-driven analytics can provide insights into customer behavior, allowing for more targeted marketing campaigns and personalized product recommendations.
Supply Chain Optimization: AI can optimize inventory management, demand forecasting, and logistics, reducing costs and improving efficiency.
Financial Services: AI is used for fraud detection, risk assessment, and algorithmic trading in the financial industry.
Healthcare: Enterprise AI is employed for medical image analysis, patient data management, and drug discovery.
These are just a few examples of of artificial intelligence that help to improve efficiency, decision-making, and customer satisfaction in various business contexts. 
Solutions to Address Enterprise AI Challenges: 
Data Governance and Quality Control: Implement strong data governance practices, ensuring data is clean, accurate, and compliant with privacy regulations.
AI as a Service: Consider using AI platforms and solutions provided by cloud providers to reduce the cost and complexity of building and maintaining AI infrastructure.
Skill Development: Invest in training programs for existing employees or partner with educational institutions to develop a pipeline of AI talent.
Interoperability Solutions: Utilize API integration and middleware to connect AI systems with legacy applications and databases.
Cost Management: Carefully assess the ROI of AI initiatives and explore open-source AI frameworks and tools to reduce development costs.
Ethical AI Frameworks: Develop and adhere to ethical AI principles, including transparent decision-making processes and bias mitigation.
In conclusion, enterprise AI is a transformative force that has the potential to reshape the business landscape. By understanding its components, addressing the challenges it presents, and leveraging its diverse use cases, organizations can harness the power of AI to make informed decisions, enhance efficiency, and drive innovation. Organizations can now harness the power of enterprise AI to improve decision-making, streamline operations, and deliver better value to customers. To succeed in this rapidly evolving field, businesses must be adaptive, ethical, and forward-thinking in their approach to enterprise AI.
Original Source: Here
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cybtekk · 11 months ago
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Artificial Intellligence & Machine Learning Solutions | AI/ML Services
As we step into a new era of AI/ML, businesses can unlock unprecedented advantages, leveraging the power of data-driven insights, automated processes, intelligent decision-making, and transformative innovation to gain a competitive edge and drive exponential growth.
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Latest Innovations in Construction Safety Protocols
The construction industry is constantly evolving, and with it, the latest innovations in construction safety protocols are emerging. This article explores these advancements, highlighting their significance in enhancing worker safety and operational efficiency. Technological Advances in Safety Protocols AI and Machine Learning: AI and Machine Learning in construction safety protocols have…
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prototechsolutionsblog · 1 year ago
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6 Game-Changing BIM Trends in 2023
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Introduction
In the ever-evolving landscape of the Architecture, Engineering, and Construction (AEC) industry, Building Information Modeling (BIM) continues to play a pivotal role in transforming the way projects are planned, designed, constructed, and managed. As we step into 2023, it's crucial to explore the emerging trends that are set to reshape the AEC sector and push the boundaries of BIM technology. In this blog post, we delve into the in-depth analysis of the BIM trends that are expected to define the industry in 2023.
1. Cloud-Based BIM Collaboration:
One of the most significant trends in 2023 is the increasing adoption of cloud-based BIM collaboration. Cloud technology allows stakeholders to access and collaborate on a centralized BIM model from anywhere in the world, fostering real-time collaboration and improving project efficiency. This trend is driven by the need for seamless communication among project teams, including architects, engineers, contractors, and facility managers.
2. AI and Machine Learning Integration:
The integration of Artificial Intelligence (AI) and Machine Learning (ML) into BIM processes is gaining momentum. In 2023, we can expect to see advanced AI algorithms being used to analyze massive datasets generated by BIM models. This will enable more accurate predictions regarding project timelines, cost estimates, and even potential risks. Machine learning algorithms can also enhance design optimization and automate routine tasks, allowing professionals to focus on more complex and creative aspects of their work.
3. Generative Design and Parametric Modeling:
Generative design, coupled with parametric modeling, is poised to revolutionize the design phase of construction projects. By leveraging algorithms to explore countless design iterations based on predefined parameters, architects and engineers can generate innovative and optimized solutions. This trend not only accelerates the design process but also results in more sustainable and cost-effective structures.
4. Digital Twins for Lifecycle Management:
Digital Twins, virtual replicas of physical assets or systems, are becoming an integral part of BIM workflows. In 2023, we anticipate an increased focus on using Digital Twins for lifecycle management of buildings and infrastructure. From construction to operation and maintenance, Digital Twins provide a holistic view of a project, enabling better decision-making, predictive maintenance, and improved overall performance.
5. Augmented Reality (AR) and Virtual Reality (VR) in BIM:
The convergence of BIM with Augmented Reality (AR) and Virtual Reality (VR) is set to enhance the visualization and communication of construction projects. Stakeholders can experience virtual walkthroughs of a building before it's constructed, identify potential issues, and make informed decisions. This immersive experience not only improves collaboration but also aids in client presentations and stakeholder engagement.
6. Blockchain for Data Security and Collaboration:
As BIM involves the sharing and collaboration of sensitive project data, ensuring its security and integrity is paramount. Blockchain technology is emerging as a solution to address these concerns. In 2023, we expect to see increased adoption of blockchain in BIM processes, providing a decentralized and secure platform for data exchange, version control, and audit trails.
Conclusion
The AEC industry is standing on the precipice of a BIM revolution in 2023. The trends outlined above showcase the industry's commitment to leveraging cutting-edge technologies to enhance collaboration, efficiency, and innovation throughout the project lifecycle. As professionals embrace these trends, they will not only stay competitive in the market but also contribute to the evolution of a more sustainable and technologically advanced AEC sector. Embracing these trends is not just a choice but a necessity for those looking to shape the future of the industry.
At ProtoTech Solutions, Elevate your project management and design processes with customized BIM Application Development Services. From conceptualization to implementation, we craft solutions that seamlessly integrate into your existing systems, providing the AEC industry with the tools needed to excel in a dynamic and competitive landscape.
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generalcomputerdetective · 1 year ago
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The Future of AI and ML in Digital Transformation
The future of AI and ML in digital transformation is marked by ongoing evolution, and their role in this process is set to expand further. Several noteworthy trends and developments should be closely monitored.
Explainable AI: With the increasing complexity of AI systems, there's a growing demand for "explainable AI." This entails that AI algorithms should be capable of providing clear, understandable explanations for their decisions. This is particularly important in sectors like healthcare and finance, where transparency is paramount.
Edge Computing: The fusion of edge computing with AI facilitates data processing at the source, reducing latency and enabling real-time decision-making. This has profound implications for IoT applications where split-second decisions are crucial.
Enhanced Cybersecurity: AI and ML are playing a pivotal role in strengthening cybersecurity. They can swiftly and effectively detect and respond to threats, helping organizations safeguard their digital assets and customer data.
Aventior, a prominent player in the field of digital transformation, offers a range of capabilities and solutions that are instrumental in helping organizations navigate the evolving landscape:
Industry Expertise: Aventior's specialization spans diverse industries, including healthcare, finance, manufacturing, and retail. This extensive knowledge allows them to tailor AI and ML solutions to meet the specific needs and challenges of each sector.
Comprehensive Solutions: Aventior doesn't offer fragmented solutions; they provide end-to-end digital transformation services. This ensures that clients receive a clear roadmap and the necessary tools to navigate their digital transformation journey.
Customization: Aventior's approach is highly adaptable. They closely collaborate with their clients to grasp their unique requirements and then develop solutions that align with their digital transformation objectives.
Data Integration: Aventior excels in integrating data sources and streamlining data flows, a critical aspect of successful digital transformation. Their expertise in data architecture and data engineering is exceptional.
Scalability and Future-Proofing: In a constantly evolving digital landscape, Aventior ensures that its solutions are scalable and adaptable. This empowers clients to stay ahead of the curve as technology continues to advance.
In a world where digital transformation is not a question of "if" but "when," Aventior stands out as a beacon of expertise and reliability. Their AI and ML-driven solutions have paved the way for numerous businesses to thrive in the digital age.
Regarding Aventior's Unstructured Data Solutions:
Aventior's significant strides in harnessing the potential of AI and ML for digital transformation are evident, particularly in their offerings related to unstructured data solutions, with a specific emphasis on CPV-Auto™ NXG. This solution excels at converting unstructured data into actionable insights, making data-driven decision-making accessible for organizations. Unstructured data, often in the form of documents and text, holds substantial importance in every business. Traditionally, extracting meaning from such data has been a time-consuming and error-prone process. However, Aventior's CPV-Auto™ NXG leverages the capabilities of AI and ML to automatically extract, categorize, and interpret unstructured data, thereby transforming it into a valuable asset for organizations.
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venmondiese · 6 months ago
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A Cure For A Bad Day
Summary: Aemond has one of his worst days ever, nothing seems to go right. At night, at least, he gets the company of his new wife as he bathes.
Based on Ewan Mitchell's and TGC 'Scene Reactions' when he says "When we did that scene, when he had the rain machine going in, the dye on the eyepatch... it just stained the wig"
✧Pairing: Aemond Targaryen x Fem!Reader ✧Warnings: MDNI 18+, p in v sex, bath sex, breeding kink, overall very sweet, aemond discovering feelings. ✧Word Count: 5.2k ✧ Ao3 link: here ✧gifs: by myfandomprompts
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Aemond is known for many things. He is fierceless, perfectionist, well trained with the sword, and bold. Those things he was proud of. 
And all those things, he was not today.
He trained by morning, and Criston Cole was waiting for him. The sword felt slightly different on his hand, weird, but he just took it that he slept badly and that's why his arm felt numb. 
Now, after losing his eye, he had to learn things differently. He had a considerably big blind spot, and so he learned how to keep it aware of his surroundings as training with the sword. Yet, those things do not have in mind the little rocks on the ground, which he stepped on and twisted his ankle as he tried to defend Ser Criston’s attack.
And with that, he twisted his ankle and slightly cut his hand. 
He was annoyed, but he tried not to pay attention to it. A silly mistake. The rock was on his blind side, how could he notice? It was a rookie mistake, and it burned his cheeks to remember it. 
By the evening, after eating, he decided to ride Vhagar. His girl liked long rides, not so fast but more calm, and prowling around the crownlands skies.
 He did not anticipate the rain. 
For some reason or another, Vhagar was as grumpy as him, and she did not seem to want to go over the clouds in the rain. No, she wanted full on take a bath on the rainfall.
And Aemond had to bear it. But what was worse was when he realised that his eyepatch had dyed his hair. He just picked the worst eyepatch today. 
His hair was slightly silver auburn, and just in some parts. He hated it, and it made his day ten times worse as he realised the eyepatch had been too tight, and it had been suffocating his scar without him realising. 
He had trouble with the sensibility on his left side of his face, and just today he put his eyepatch too tight. It made him furious.
And he decided to make it everyone’s problem. 
He was laying in the bathtub, next to the fire as he had a horrible headache. He came in, demanding a bath as the servants had to rush to get him hot water.
 He took his own clothes off, kicking his boots away, refusing any servants touch as he undoes his own leather jerkin, he unties his breeches, grunting and mumbling in frustration, hating each instance of this day. He thinks a bath will help him to relax even a bit. He just wanted to sleep, and end up with this horrible day. 
His scar itches, and it drives insane. It was as if the itchcame from the deep parts of his cheekbones and it drove him mad. He was at the edge of peeling his own skin to scratch his damn scar. 
Only in his undergarments, he ignores the chilling cold from the chamber, and he walks barefoot as the servants fill the bathtub with hot water. As hot as possible. He walks over the chimney, and throws the eyepatch in, hoping it burns in hell. 
His loose hair, tinted with the dye of the eyepatch. If he only knew who was the mastermind behind it, who decided to spend coins on it; he would kill them. And they better hope this stupid dye can get off with the bath, or head will start rolling. 
The water was hot, but he paid no mind. He liked boiling hot, and he sat against his as he let the attendant boy prepare scents and the oils to put on the water, and to wash him. Aemond didn’t allow him to wash him; yet. He wanted some moments of peace in the hot water, so he remained a good amount of time still.
“Bring me the ointment that Maester Orwyle prepared for my eye” Aemond’s voice is low, yet demanding as the boy gets out, not without bowing to the prince.
He waits, pinching the bridge of his nose as if that would calm his nerves, his headache. He believes it works, so he is focused on it, as he accommodates his legs on the water, trying to be relaxed.
Time is a bit dizzy, and when he hears the door open, he can hear the servants speaking hushedly, as if wanting him not to hear. Good, because he didn’t want to listen to them either. 
He can hear the little taps that the shoes do as the maid leaves the oils for his hair on a near table, and takes his hair on her hands, gently. He doesn’t turn to face her; he just wants the damn dye to get off. 
Hands wash his hair, and if he wants to relax, this is making it impossible. The little tugs and the awful way that scrubs his hair to take the dye off, and the weird caresses on his neck from time to time. 
“You are not doing correctly" he grumbles to the servant with closed eyes as his migraine is persistent. "Learn how to wash a prince's hair" he adds, sharply.
“Apologies” The voice comes as a murmur, a bit strained if even, as the hands go to his neck, and all the way up.
“My prince” He adds sharply, he cannot believe his luck today. “When you address a royal member of the Targaryen House, you use their title. My prince” he says, patronisingly and even angry. 
“Yes, my prince” a little cough at the end, he either thinks the maid is trying to hold back a laugh or embarrassment. Not that he cares, as he has his eye closed and a hand on his temple, his head resting on his hand, that caresses his forehead trying to get that awful headache away
Aemond's face was scrunched up in pain, as his eyes were closed. "Are you new at this? I swear... I am starting to believe that they are just sending me incompetent maids to attend to me..." the young prince groaned.
His body stiffens, as arms go to wrap his neck from behind, and before he can sit up properly, he feels the maid kiss his cheek lovingly as she giggles. “Apologies, my prince…” 
The voice is clear as day, and if his hand was going to fetch the little dagger on the table by his side, it stops. 
He turns his head to his right, seeing your wide smile as you wait for his reaction. He groans, rolling his eyes, which causes you to laugh loudly.
His new wife, she always liked to tease him and cling to him, always hugging him, taking his hand in hers or kissing him all over. He didn’t mind; he always allowed her even at court. But he won’t admit that he likes it too.
“Wife” he greets you as he sighs, and he feels your hand rubbing circles in the back of his neck. 
“I know, I do not know how to wash hair. You’ve made it completely clear”
“I thought you were a servant” he says, looking at her. “You are a highborn lady, you don’t need to know how to.”
“True…” you say, moving some of the wet hair out of his face, and squeezing it so it isn’t dripping. “I heard that my prince had a horrible day, and he was in a bad mood. Servants do talk, you know…” you say looking at him with a smile “Wanna tell me about it?”
Aemond sighs and looks at you, as you take the sponge to wash his body. He sighs as you pour some of the water in his chest and start scrubbing softly.
“"A terrible day... I stepped on a rock, and twisted my ankle and cut my arm in the process... Then i wanted to relax with a ride on Vhagar, but it started to rain, the fucking dye of the eyepatch got all over my hair and eye.. I have the worst migraine now..." his voice is rough, and he seems annoyed at the memory of it. “And I haven’t seen you as much as I’d like”
It wasn’t the worst day he has ever lived. Maybe. When he lost his eye it could be the top one. He won Vhagar, at the cost of his eye. It was an amazing thing, traded for the worst thing that has ever happened to him. He was still living the consequences of it today, as his scar stinged on his skin.
“Not your best day, I see” you say softly, scrubbing his chest. He enjoys it, as he looks at you, leaning back in the bath as you scrub his chest. “I’m sorry to hear it”
“I don’t need pity” 
You chuckle “It is not pity” you say softly, looking at your husband. “What can I do to make you feel better?”
Aemond stays silent. He is not used to someone caring about him like this. Sure, his mother cared for him, and so did Helaena But not like this. 
“Be by my side”
The silence is a bit comforting, as you wash his body. He looks at you deeply, and he cannot help but think how stunning you are. You didn’t find any discomfort in washing him, in caring and tending to him. You never once seem disgusted by his lack of eye, by his empty eye socket, or his ugly scar. Never once you discarded him. 
It was more than often that you placed the ointment prepared by maester Orwyle on his eye, his scar, where his nerves were permanently damaged and they brought discomfort to him. You never once complain.
“You look different” he says, looking at you in the dim lights of the room.
“Different how?” you ask, as you finish brushing his hair, making sure the dye is almost completely getting off his wet hair. He has little curls, which makes you smile like an idiot.
“I do not know. Shining. Radiant. Lovely.” He murmurs, moving one of his wet hands to tickle a strand of hair on your ear. “Different”
“So I usually do not look radiant or lovely…”
“Not what I meant” he groans and you chuckle softly. “You were sick. Now you look much better in… spirits.”
“You look different too” You say looking at him with a smile. Your eyes fall to his chest, and you smile. He notices how you get flustered at the sight of his nakedness. 
“More wounded” he says ironically, leaning back with a sigh. 
“Stronger” you correct him smiling. “More… mhm. I’d say more… Hot”
“You think I am hotter when I'm wounded?”
“Not what I meant” you say chuckling under your breath, “I meant… I like seeing you like this... Leaning back is so... manly, and hot…" 
“Oh, do you?” he asks slightly amused, leaning back still as he looks at you, nodding and smiling. Aemond frowns a bit, and he hisses then you accidentally hit his new wound on his wrist. 
“Sorry, love” you say, kissing his hand, and smiling. “You know, when I was little they cured my wounds like this. With a kiss”
“Did they?” He asks, trying to remain interested even with his headache. 
“Yes. Like this” She says kissing near his wound, a very feather-like kiss. “See? Does it feel better?”
You look at him with an adorable expression, as if you truly think that this would make him feel better. Aemond blinks, as he looks at you. 
It ticks him the wrong way that you care about him. Why would you? Perhaps it is a womanly thing. He wasn’t so sure. Perhaps as his wife, it is your burden, having to make a maimed man feel better. 
The prettiest maiden in court, chained to a maimed man, deformed and always wounded, stuck in the pain of his eye to see beyond. Wasting your best years with him. 
And he cannot decipher why.
“Aemond?” You ask as he trails off. 
“Yeah” he clears his throat, awkwardly, and he moves his legs a bit. “I guess so” 
“Where else does it hurt?” You ask sweetly.
He sometimes hates how kind you can be, he doesn’t know what your upper intentions are, but after all, you are his wife even if he can’t decipher you.
“Well, my eye, obviously…” he says a bit embarrassed “And… my left foot, I guess. And my arm, because I slept on it… and…”
You nod, looking at him as he speaks. He is intimidated, he realises. You make sure to hear all of what he has to say, with your sweet eyes. 
You move to the end of the bathtub, and move to kiss his ankle softly, no complaints, no hesitation. Nothing… odd, about it. Only out of tenderness. You kiss his shoulder, and his left cheekbone, softly, to make sure it doesn’t burn on his skin. He just lets you, because it makes you happy, thinking that it helps.
And he doesn’t realise that it actually helps him, in a way. The smile on your face makes him smile too, and he sighs.
“Better?” 
“Mhm” he hums in agreement, looking at your face. “Better when you're with me, yes” 
He is utterly head over heels for you, even if he isn’t good with feelings. He loves you, even when he seems slightly annoyed by you. 
“And you?”
“And me?” You ask curiously.
“You were sick. Coughing like crazy, and all your body ached.” he says softly, “in confinement, away from me… Do you truly feel better?”
“I am better. Lady Westerling got all of us sick” you say with a slight smirk. “my body still aches a bit, but it’s…” you hesitate a bit, slightly nervous.
“Then join me” he interrupts, moving to try and get you in the bathtub with him. "The hot water will do good to you..."
"It will burn my skin, I hate how hot you take these baths..." you protests, moving his hands off your waist as he tries to pull you in.
"The Blood of the Dragon, wife" he says smugly, smirking. "It is cold, anyways. It is barely warm"
"You like it boiling hot" You say smiling to him, and he presses a kiss on your jaw.
"I do, indeed." He admits "Come on, get in with me"
“Aemond, my nightgown…” you protest, and he rolls his good eye.
“You have others, let it get wet” You seem to give in, as he helps you get in, holding your hand as you enter the bathtub. “It will do good to your aches.” He insists, taking your waist in his hands to place you on his lap.
“I think it is an excuse” you say, blushing a bit as you accomodate on his lap.
“A good one, you must admit” he says looking at you, and he passes his hands all the way up to your back.  “But an innocent one, I must admit” he says, and you tilt your head as if asking him to elaborate “I don’t think I am up for anything, I am too tired for it”
You hum, his still wet hair made him look almost cute. His little curls...
“The dye came off” you say, as he leans to kiss your neck a bit. “I can go to the tailor and ask them to make another eyepatch one for you. More fancy. With real leather. Maybe add some fancy dragon scales in it” 
“Hm. Fine” he says looking up at you, smiling at how delicious you were. He places a kiss on your hand, and he smiles. “What is bothering you?”
You stay still, blinking a bit. “Court. Ladies… at court. They don't seem to like me much. I mean, they like me but I always feel excluded. Like I am doing too much for them to like me”
Aemond looks at you, a bit surprised by it. He places his hands on your waist, and he certainly was thinking about how to comfort you. He wasn’t a court charmer either, so he hummed.
“I thought you had friends.” 
“I do… I guess. They just never seem to think of me when doing things. They do not hate me, no… I am the new one…, and so they just…. Don’t include me”
“I’ll include you” he states nodding. “I’ll bring you with me everywhere. Training, riding Vhagar, in the library, all of it.” He proposes softly. 
“Hm. It would be pleasant.”
You smile softly, your hands, now wet and in the water, move from his abdomen all the way up to his chest.
Your husband was well fit. A prince of the realm, training with the sword since he was little. He practised almost every day, and was very detail-oriented in his field. And that paid off, as he was lean; yet muscular. 
You two were still newlyweds. Maybe three months since you two married, and things were a bit awkward still. You tried to decipher his odd behaviour and he tried the same with yours, starting to know each other personally, yet there was a bond, a silent affection you both shared for the other.
His body felt warm. He had stayed at the bathtub for Gods know how many hours, and he was all wet and shiny. You hand caressed his muscles, going up from his abdomen to where his wispy chest hair were. 
“What is in your mind?”
You hum, and smile “How handsome my husband is” you murmur “How good he is to me…” you add “How much I truly like you…”
Aemond raises his eyebrows, and he looks at you as your hand caress his torso up and down, slowly, as if you were tempting him. 
“Oh?”
You nod softly, and even if he doesn’t know you too well; he knows this face.
You move to kiss his neck, your arms wrapped around his torso as you leave little kisses all over his skin. He chuckles a bit, at your little desperation for the demonstration of love, you were such a physical person for him. 
“Darling, what are you-”
“I just missed you” You say, and he can see in his head the pout you would form if you weren’t so eagerly kissing his neck. 
He chuckles as his hand holds your waist firmly on his lap, and he leans his head back, facing the ceiling as you two spoke. “Very eagerly, I see” 
“You are tired. But let me…” 
Your arms wrapped around him, holding him as you press gentle kisses there, and he smiles, starting to feel the boiling arousal in his abdomen, looking at the ceiling as if it could distract his mind. 
“Very well” 
His arms went to the edges of the bathtub, as he felt the fabric of the nightgown against his chest, and he certainly was starting to enjoy the constant nibbling and wetness of your kisses. 
Aemond lets out a quiet groan, enjoying the gentle bites at his neck, as he feels his neck a little warmer. “You little minx- Did you just give me a hickey?”
Your giggle tells him all, as you move your lips to the start of his clavicle. His good eye closes as he enjoys the way your mouth feels against his sensitive skin. 
“You are simply… delicious” you murmur, your kisses going lower to his chest, before stopping a moment.
“Do not tell me you want to leave a hickey there…” He says, moving his head down to look at you.
As he imagined before, your mouth turns into a pout as you frown; most adorably he must add. 
“Oh, please! Let me try” You ask him “It is a way to show you that I missed you” You add, trying to convince him as he chuckles, making a mocking sound. 
Aemond rolls his eyes as he feels your eager mouth sucking the skin of his chest, as if he was some kind of… not even he knew. It felt strange. Worshiped and feral. That’s how it felt, at least for him.
Once you separate, you look at your work, your thumb moving along the bruised skin with a satisfied smirk. 
“Looks so good on you” you swear, as if it was a matter to be known. 
“If it makes you happy” he says, accommodating on his seat, the water moving along with him. “My turn, then?” 
You shake your head with a giggle “You always make it a mess!”
That he did, and he smiles a bit, seeing the lack of lovemarks of your neck.
It is you who eagerly kiss him, and press your body to his, as if needing him. He isn’t one to complain, as he feels your eager lips pressing against his and your tongue invading his mouth. Rather bold, to his taste. But he likes it.
Your hands on his shoulder make their slow way down, passing temptingly slow from his chest, to his abdomen. He gasps in the kiss, as if he was some kind of maiden, when he feels your hands underwater on his crotch and touching his cock. 
He frowns a bit as he separates, trying to demand an answer. “Wha-” he tries to ask before you shut him up with a kiss, not even letting him speak.
Rather eager, aren’t we… He thinks, but he isn’t one to complain, as your touch is like magic to his dick. In the water is odd, he has to admit, but his member thinks otherwise as he gets aroused from your eagerness.
You smooch him with kisses, and he feels… intimidated, in a good way. You don’t even allow him to breathe without going for another kiss, desperate. Feral.
He has a feral wife, it seems. 
“Darling, what are you…” he asks amused as you break the kiss, just to move your wet skirts all the way up, but he can’t see much of your pussy in the water, which he dislikes a lot. 
“I missed you” you repeat “A lot.” 
“It isn’t as if you were confined in a tower for years. It was barely two days. And I visited you-”
“I need you, husband” you state impatiently, as your knees move to the sides of his hips. “so, if you are tired, I’ll do it” 
He blinks, surprised and taken aback. He is rather amused and aroused, at his bold wife.
“Alright” he says, looking at you as you can do the work alone. 
He isn’t tired for sex, not at all. He can certainly get the energy, maybe not perform as usual, but he’ll do it if you ask. You didn’t even need to ask for it. But seeing you in control is better than that.
You rode him once, for later to admit that it wasn’t your favourite position, because you grew tired quickly. He didn’t mind, but now he thinks he’ll have you riding him at least once a week.
The way your dick enters your body is slow, as you slowly lower yourself on it. He can see your face contoured with pleasure, how you shut your eyes, and your hands grip on his shoulders as you whimper on it, you open your mouth and he leans to kiss your neck a bit, as if wanting to give back the affection you give him.
More than bounce on it, you find it more practical to grind on it. Your hands, that move between his waist and his shoulders, as if you didn’t know where to hold him to help you grind against his cock.
“That’s so good…” you whimper as you grind on his cock. 
The water moves around, the harder you grind, the harder it moves on the bathtub. He is even sure that some of it has overflowed the bathtub, as he looks at your pretty face, as you moan needily. His hand moved to pull down your nightgown, just enough to expose both of your tits in the firm fabric. He pulls it down to expose your shoulders a bit, and it is a sight that only arouses him more.
“It’s so good, baby?” He asks looking up to you, and he leans his head to kiss your nipple, gently. 
He knows you missed him. You are not rough, or a mess on his cock. You are doing it so prettily, so sweetly, he knows that you truly have missed him and his touch. 
“Yeah, so-so good.” You babber a bit, nodding as he kisses your other breast softly. He does not hold you, he has his hand on the back, trying to keep him firm as you ride him. 
His right hand holds your waist, as he notices. Your arms are on his shoulders as you whimper and moan, grinding him, not even minding the water around.
He has to admit, in the bathtub isn’t as comfortable as outside of it. The water doesn’t help to be smoother, if anything, he has the impression it does the contrary. It may be just him, as you don’t say anything against it.
“So eager, baby…” he says amazed, and now he feels like the one worshipping you. He just adores you, he realises, as he sweetly talks you through it “You just needed me, this badly?” He asks, kissing your jaw.
The little nods you give him are enough to get him moving his hips slowly up to meet your little grinds and bounces.
He kisses your breast again, and the other, and the other. He adores you, how the little mewls from your mouth are so arousing for him as you clench your pussy around him. 
“Aemond…” you whine. “Feels.. amazing, so good...” you repeat, as if you couldn't think of anything else, as he looks up to you. 
 He is just surprised you have gotten this far without begging him to take control. They way he’d take your waist and flip you around, to make you hold the other edge of the bathroom, just to take you from behind, again, and again, and again. The water would overflow the bathtub completely, and his seed would be securely in your womb. 
But you don’t ask him, and he doesn’t do it. He likes the sweetness of it. He likes how you look at him needily for both of your lips to meet on a kiss, passionate as your bounces and grind are slightly weaker. 
“My special girl…” he murmurs, kissing you again and again, not minding if they are pecks or if he has the opportunity for his tongue to play with yours. “I love you”
You nod, whimpering and whining as you say it back. I love you, I love you, I love you. Again and again, as if it was some prayer.
“Aemond” you moan into his mouth, 
“I know. Can you feel how good you take me?” He asks softly, kissing your chin, as he holds your waist to help you bounce on his cock. The splash of the water amuses and arouses him, and he groans at the sight of your nightgown fully soaked, glued to your figure.
“Mhm. Yes, yes, Gods, yes” you said, probably numb and already cockdrunk, just enjoying the feeling of his cock so deep inside.
“You want me to fill you, hm? To make you round with my seed, baby?” He asks, looking at you, moving to kiss your neck. 
He is also rambling at this point, as you squeeze him in the perfect way, asking to be filled with cum. He ignores how the water splashes his chest and back, how it is practically soaking the carpet under the bath, and making a mess. He has to remember how wet it might be so you two don’t slide on the floor. 
“Aemond, I… oh, Gods, Aemond!”
You little moans are music to his ears, as he holds your waist to move you down to his cock, to his taste. Not as rough as usual, but certainly desperate enough to want to cum.
“Will you cum for me, darling?” He asks, as he feels your hips grinding more desperately on him, and he throws his head back on the edge as he feels his balls tighten as well. You did wonders on him. “Cum for me and I’ll fill you up as you so much like” he promises, almost feral for you to cum. 
Your release made him moan, loudly, as he held you tight on his cock as he cums as well. He looks lazily at you, panting and whimpering still, which only serves to fuel the last remains of arousal on his abdomen, filling your womb with his cum. He hopes it takes root  and to see you grow pregnant as moons pass by.
“Thank you” you say, breathless against his chest, kissing his cheek sweetly. 
He smiles a bit, by how pleasure drunk you obviously were. He moves you slightly, to pull out from you and accommodate you on his chest, which you take comfort in. “Nothing to be thankful for. I thank you. Having sex is rather… good for when one had a bad day” he says smiling. 
You smile, and look at him, caressing his chest as you remain in this position, calmly breathing as he tries to stop panting. 
“Have I made it better?” You ask, softly, looking up to him.
He chuckles softly, almost amused by how ridiculous the question was.
“Just by having a sight of you, you make my day better” he says. 
Even if he was new to this whole marriage thing, even if sometimes he didn’t know you that well as your ladies-in-waiting and sometimes just allowed you to be even if it bothered him. He didn’t understand you most of the time, but he certainly adored you, very dearly. 
“I can make it even better” you say almost proudly, and he raises his eyebrow, looking at you laying on his chest. The water wasn’t even hot anymore, but more cold than he could bear. 
“Oh, how so?” He asks amused. “Did you claim a dragon? Only that can top the amazing moment that we just-”
“I am with child” you say simply, looking at him with a smile. 
He stops on his tracks, and looks at you as he takes in what you said. He blinks, looking at you, and you smile awkwardly at him. Was he happy? The prospect always puts him in a good mood. But maybe it wasn’t as you thought? One thing was words, and other actions.
You watch his eye as he seems to have hundreds of thought per second, his face slight confused as he frowns a bit, before his lips turn into smile full of disbelief.
“Are you joking?” 
“No... Maester Orwyle informed me this morning” you say softly. “He says that probably our wedding night was fruitful. I don't know. I don't look that pregnant, after these months. We have to figure it out in these days, so we can see when the birth is due... It's funny, because at first we thought it was from the sickness, that I got the worst part… but I just happened to be sick and pregnant”
That's why Maester Orwyle looked at him with a slight smirk as he helped desinfect his arm after training. You probably asked him to keep the secret so you could tell him.
That's why there was something off about you. He couldn't get exactly what, but something was off. It made sense, how nervous you were and how you tried to tell him before, but he was a fool to not notice it.
“Oh, my love…” he says, as he wraps his arms around you, hugging you tightly to him. “Oh… I don’t… I... What can I even say to that?”
He is surprised, and he can’t believe it. You were pregnant. You actually were. His little offspring, growing in your womb right at this moment. Your stomach was not firm by any mean, he couldn't decipher it even if he liked so.
“That is… That is the best thing anyone has ever told me” he admits, chuckling a bit in surprise. “You are going to be a mother. And you are going to make me a father” 
"We are, indeed" You say smiling to him. "In some months, it will be me, you and a weeping babe"
He can feel his nose burn as he smiles, the image on his head as he forces himself not to cry of happiness, a weird chuckle comes out of his mouth.
"You are right" he says looking at you. "So, you are definitely moving to my chambers now, aren't you? No more personal chambers, no more confinement when sick. You are not leaving my side, not you or our little dragon" He states nodding, not for discussion. He can't have you just wandering around without him near to protect both of you.
He smiles, as you giggle. His day certainly got better, all thanks to you. His hands caress your back soothingly, as he is just... happy. He forgets about his horrible day, how his ankle still hurts or how his scar stings on his cheek and forehead as he smiles. What is that compared to the joy of knowing that he will be a father? A father to your children as well?
“Now, how come Lady Westerling got my pregnant wife sick?” he teases you as you roll your eyes. “She is in so much trouble, who does she think she is? Both my wife and my sweet baby? Oh, she is not going to see sunlight ever again-”
“Aemond!” you giggle, but he smooches your cheek with kisses that only makes your giggles grow louder.
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thelawandmore · 2 years ago
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Cloud-based platform, Kim, Appoints George Steven as Pre-Sales Consultant 
Cloud-based platform, Kim, Appoints George Steven as Pre-Sales Consultant
Kim, a leading platform for document automation and workflow management, has recently announced the appointment of George Steven as a pre-sales consultant. Steven will be joining the global sales team and will be assisting prospective clients with their needs and queries. Steven has a wealth of experience in digital transformation, data and automation software, having worked with some of the top…
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technoscripts1 · 2 years ago
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Visit Now! TechnoScripts - Embedded Institute In Pune 
Our embedded institute in pune describes the process of training machine learning models directly on embedded devices or systems as opposed to using cloud-based or remote processing resources. Embedded training has many advantages, including quicker inference times, improved privacy and security, and less dependency on cloud-based resources.
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akgvgassociates · 2 years ago
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Future accounting software: Developing trends
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Accounting software has come a long way since the days of manual bookkeeping. As technology continues to advance, so too does the software that companies use to manage their finances. In 2023, several emerging trends are shaping the future of accounting software. Read More:  Future accounting software: Developing trends
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antoniosvivaldi · 10 months ago
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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:
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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:
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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:
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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.
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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:
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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.
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Once you've converted this gif to a Smart Video Layer, you'll see the Video Timeline interface as follows:
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ii.) Select your gif (now as a Smart Layer) and go to Filter > Neural Filters
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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)
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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)
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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!
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After applying the Neural Filters, you'll see "Neural Filters" under the Smart Filters property of the smart layer
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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.
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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.
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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:
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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.
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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.
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Once you're happy with the additional adjustments, flatten / render your gif. And voila!
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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
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Duplicate this gif. Sharpen the bottom layer (highlighted in yellow), and then select the top layer (highlighted in green) & go to Filter > Neural Filters
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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)
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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)
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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!
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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 💖
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amalgamasreal · 2 years ago
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So I don't know how people on this app feel about the shit-house that is TikTok but in the US right now the ban they're trying to implement on it is a complete red herring and it needs to be stopped.
They are quite literally trying to implement Patriot Act 2.0 with the RESTRICT Act and using TikTok and China to scare the American public into buying into it wholesale when this shit will change the face of the internet. Here are some excerpts from what the bill would cover on the Infrastructure side:
SEC. 5. Considerations.
(a) Priority information and communications technology areas.—In carrying out sections 3 and 4, the Secretary shall prioritize evaluation of— (1) information and communications technology products or services used by a party to a covered transaction in a sector designated as critical infrastructure in Policy Directive 21 (February 12, 2013; relating to critical infrastructure security and resilience);
(2) software, hardware, or any other product or service integral to telecommunications products and services, including— (A) wireless local area networks;
(B) mobile networks;
(C) satellite payloads;
(D) satellite operations and control;
(E) cable access points;
(F) wireline access points;
(G) core networking systems;
(H) long-, short-, and back-haul networks; or
(I) edge computer platforms;
(3) any software, hardware, or any other product or service integral to data hosting or computing service that uses, processes, or retains, or is expected to use, process, or retain, sensitive personal data with respect to greater than 1,000,000 persons in the United States at any point during the year period preceding the date on which the covered transaction is referred to the Secretary for review or the Secretary initiates review of the covered transaction, including— (A) internet hosting services;
(B) cloud-based or distributed computing and data storage;
(C) machine learning, predictive analytics, and data science products and services, including those involving the provision of services to assist a party utilize, manage, or maintain open-source software;
(D) managed services; and
(E) content delivery services;
(4) internet- or network-enabled sensors, webcams, end-point surveillance or monitoring devices, modems and home networking devices if greater than 1,000,000 units have been sold to persons in the United States at any point during the year period preceding the date on which the covered transaction is referred to the Secretary for review or the Secretary initiates review of the covered transaction;
(5) unmanned vehicles, including drones and other aerials systems, autonomous or semi-autonomous vehicles, or any other product or service integral to the provision, maintenance, or management of such products or services;
(6) software designed or used primarily for connecting with and communicating via the internet that is in use by greater than 1,000,000 persons in the United States at any point during the year period preceding the date on which the covered transaction is referred to the Secretary for review or the Secretary initiates review of the covered transaction, including— (A) desktop applications;
(B) mobile applications;
(C) gaming applications;
(D) payment applications; or
(E) web-based applications; or
(7) information and communications technology products and services integral to— (A) artificial intelligence and machine learning;
(B) quantum key distribution;
(C) quantum communications;
(D) quantum computing;
(E) post-quantum cryptography;
(F) autonomous systems;
(G) advanced robotics;
(H) biotechnology;
(I) synthetic biology;
(J) computational biology; and
(K) e-commerce technology and services, including any electronic techniques for accomplishing business transactions, online retail, internet-enabled logistics, internet-enabled payment technology, and online marketplaces.
(b) Considerations relating to undue and unacceptable risks.—In determining whether a covered transaction poses an undue or unacceptable risk under section 3(a) or 4(a), the Secretary— (1) shall, as the Secretary determines appropriate and in consultation with appropriate agency heads, consider, where available— (A) any removal or exclusion order issued by the Secretary of Homeland Security, the Secretary of Defense, or the Director of National Intelligence pursuant to recommendations of the Federal Acquisition Security Council pursuant to section 1323 of title 41, United States Code;
(B) any order or license revocation issued by the Federal Communications Commission with respect to a transacting party, or any consent decree imposed by the Federal Trade Commission with respect to a transacting party;
(C) any relevant provision of the Defense Federal Acquisition Regulation and the Federal Acquisition Regulation, and the respective supplements to those regulations;
(D) any actual or potential threats to the execution of a national critical function identified by the Director of the Cybersecurity and Infrastructure Security Agency;
(E) the nature, degree, and likelihood of consequence to the public and private sectors of the United States that would occur if vulnerabilities of the information and communications technologies services supply chain were to be exploited; and
(F) any other source of information that the Secretary determines appropriate; and
(2) may consider, where available, any relevant threat assessment or report prepared by the Director of National Intelligence completed or conducted at the request of the Secretary.
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Look at that, does that look like it just covers the one app? NO! This would cover EVERYTHING that so much as LOOKS at the internet from the point this bill goes live.
It gets worse though, you wanna see what the penalties are?
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(b) Civil penalties.—The Secretary may impose the following civil penalties on a person for each violation by that person of this Act or any regulation, order, direction, mitigation measure, prohibition, or other authorization issued under this Act: (1) A fine of not more than $250,000 or an amount that is twice the value of the transaction that is the basis of the violation with respect to which the penalty is imposed, whichever is greater. (2) Revocation of any mitigation measure or authorization issued under this Act to the person. (c) Criminal penalties.— (1) IN GENERAL.—A person who willfully commits, willfully attempts to commit, or willfully conspires to commit, or aids or abets in the commission of an unlawful act described in subsection (a) shall, upon conviction, be fined not more than $1,000,000, or if a natural person, may be imprisoned for not more than 20 years, or both. (2) CIVIL FORFEITURE.— (A) FORFEITURE.— (i) IN GENERAL.—Any property, real or personal, tangible or intangible, used or intended to be used, in any manner, to commit or facilitate a violation or attempted violation described in paragraph (1) shall be subject to forfeiture to the United States. (ii) PROCEEDS.—Any property, real or personal, tangible or intangible, constituting or traceable to the gross proceeds taken, obtained, or retained, in connection with or as a result of a violation or attempted violation described in paragraph (1) shall be subject to forfeiture to the United States. (B) PROCEDURE.—Seizures and forfeitures under this subsection shall be governed by the provisions of chapter 46 of title 18, United States Code, relating to civil forfeitures, except that such duties as are imposed on the Secretary of Treasury under the customs laws described in section 981(d) of title 18, United States Code, shall be performed by such officers, agents, and other persons as may be designated for that purpose by the Secretary of Homeland Security or the Attorney General. (3) CRIMINAL FORFEITURE.— (A) FORFEITURE.—Any person who is convicted under paragraph (1) shall, in addition to any other penalty, forfeit to the United States— (i) any property, real or personal, tangible or intangible, used or intended to be used, in any manner, to commit or facilitate the violation or attempted violation of paragraph (1); and (ii) any property, real or personal, tangible or intangible, constituting or traceable to the gross proceeds taken, obtained, or retained, in connection with or as a result of the violation. (B) PROCEDURE.—The criminal forfeiture of property under this paragraph, including any seizure and disposition of the property, and any related judicial proceeding, shall be governed by the provisions of section 413 of the Controlled Substances Act (21 U.S.C. 853), except subsections (a) and (d) of that section.
You read that right, you could be fined up to A MILLION FUCKING DOLLARS for knowingly violating the restrict act, so all those people telling you to "just use a VPN" to keep using TikTok? Guess what? That falls under the criminal guidelines of this bill and they're giving you some horrible fucking advice.
Also, VPN's as a whole, if this bill passes, will take a goddamn nose dive in this country because they are another thing that will be covered in this bill.
They chose the perfect name for it, RESTRICT, because that's what it's going to do to our freedoms in this so called "land of the free".
Please, if you are a United States citizen of voting age reach out to your legislature and tell them you do not want this to pass and you will vote against them in the next primary if it does. This is a make or break moment for you if you're younger. Do not allow your generation to suffer a second Patriot Act like those of us that unfortunately allowed for the first one to happen.
And if you support this, I can only assume you're delusional or a paid shill, either way I hope you rot in whatever hell you believe in.
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honey-riley · 6 months ago
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Love You To Death || S.R.
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WARNINGS: Military themes, guns, weapons, violence, detailed gore, mentions of Simon's past.
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A/N: This contains an OC :) her name is Honey Tailer (my user is after her 🫡), she's German, so I hope you brought your google translate or other translators. There are more descriptors of her in the story itself <3
A/N pt.2: I'm learning German, and for most of the dialog in German, I use a translator. So, if anything is incorrect in German, don't behead me pls.
wc: 5.9k
1 || 2
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War.
That's all that ever ran through him. A traumatized, mean, brooding war machine. Ever since he was little, that's all he could remember. The war within his household, the constant abuse that his father passed around. The constant abuse he endured as a child had profound and lasting effects on him. It shaped his worldview, eroded his sense of self-worth, and left him with deep emotional scars that manifested in his brooding and mean demeanor. The war within his household became the war within himself, and it consumed him every day.
He had never truly felt warmth. Sure, he had happy moments, moments where he could forget the trauma, moments where the gray cloud looming above him would clear. But only for a moment. He was human after all. The impact of his traumatic childhood on his relationships was profound. He struggled to form deep connections with others, always keeping them at arms length, afraid of being hurt again. His fear of vulnerability and his need for control made it difficult for him to trust and open up to others, resulting in a cycle of loneliness and isolation.
Riddling himself with routines, sticking to schedules, running everything in a timely, comfortable manner is what he loves. What he thrived on. It was something that he knew he could rely on. Every morning, he would wake up at the exact same time, following a strict routine that he had meticulously planned out. From the moment he opened his eyes to the moment he closed them again at night, every minute of his day was accounted for. He found solace in the predictability of his schedule, as it provided a sense of control and stability in a chaotic world. His routines became his lifeline, a way for him to regain some semblance of order in his life and protect himself from the unpredictable nature of human interactions.
So, the day that someone broke that routine for him, that was a day that he was going to remember.
Preparing for a mission, he went in with his normal routine - shower, get his gear on, put the mask on, prepare mentally, head to base, scan in, have breakfast, pack his tactical vest, check his gear, clean his weapons, and head out to the chopper by 0400.
This time, when he got to the chopper, there was a new face. Striking green eyes, long black hair that was slicked back into a regulatory military bun, fair skin, and God, was she short. Standing at four feet, eleven inches, just barely meeting the height requirements.
"Lieutenant." Laswell nodded as he approached. "This is Sergeant Honey Tailer, hope you don't mind her joining you today." She added with a smile. Ghost stuck his hand out for Honey to shake, which she accepted, giving him a firm shake back.
He took in her appearance one more time, noting her black, polished boots, her uniform, which wasn't digital camo, but more like spotted camo. She had a German flag on her shoulders and on her tactical vest.
"My pleasure, Lieutenant." She smiled softly, her German accent apparent in her words. It wasn't strong, it was subtle, she sounded like she had been speaking English her entire life - but she hadn't.
"It's great to meet you, Sergeant." He nodded, releasing her hand.
"Honey's going to be your DM for today. She'll provide surveillance, make sure you guys keep your heads." Laswell grinned as she looked over at Honey. DM, or designated marksman, was a good position to be in - a position that they needed in the team.
The team then loaded into the chopper, strapping into their seats. Honey's rifle sat on her chest, the barrel pointing to the tin floor of the chopper as she looked out of the window. She stared off, lost in thought, devising a plan on how she would go about this. It was an in and out mission, quick and easy - if things went according to plan.
Honey would provide recon and examine from a distance, while the team went in, gathering intel, hopefully going undetected, then Soap would plant the bombs, they would all get back onto the chopper, where Soap would detonate them.
"You'll do just fine, kid." Price's gruff voice snapped her out of thought as he patted her on the shoulder. Honey shot him a small, tight lipped, slightly nervous smile. She was used to this kind of stuff, but to work with a team she had never met, find her groove all over again, and to do it in time, was nerve wracking.
"This isn't your first time, right?" Ghost grunted as he looked over at her, his voice deep, almost like a growl.
"No, sir. I've been deployed multiple times." She replied with a nod.
Ghost took that in an almost snooty, stuck up way. Like she was so young, and she had all this experience, and she sounded like she was bragging about it. That irked him.
Instead of saying anything, he stayed quiet, crossing his arms over his chest. To pass the time, Honey put her AirPods in, and turned on some music, letting out a small sigh as she leaned back into her chair.
There was something about her that Ghost didn't find appealing. Something about her annoyed him, but he couldn't tell what it was.
The metallic sound of her ring clanking against her rifle as she tapped her fingers to the beat of the song she was listening to only made his annoyance grow.
"Wha' song are ye listenin' to?" Soap asked, nudging her.
"Oh, Love You To Death by Type O Negative." Honey said, looking over at him with a small smile.
"Damn, gothic stuff." Soap chuckled, cuing Honey to nod. "Yer pal, Ghostie over there loves that kind of music." Soap chuckled, nodding towards Ghost, making him let out a small scoff.
Not only was Honey now annoying him, she also had the same taste in music? That felt like it wasn't going to fly with him for whatever reason. He was already annoyed that his routine had been disrupted, and now, her presence alone annoyed him more.
"Alright, team. We're landing in Verdansk, just to refresh, you are to take out Makarov. He's in a highly guarded area, with plenty of people surrounding him." Laswell said over the comms.
"Copy." Honey replied, letting out a small sigh. She was the one who was tasked with disturbing the hive - taking out Makarov. She had already been filled in on why they needed him dead, and all the other necessary things such as his identity, where he would be at, his rank, what he looked like.
Once the chopper landed Price divided everyone into partners, and one trio. Ghost and Honey were tasked with surveillance. Ghost was Honey's spotter.
'I'm gonna be stuck with this annoying, snooty, stuck up bitch?' Ghost thought to himself. He kept his opinions inward, thankfully. Usually, with new recruits, he was very vocal about his disdain for them. This time, he kept his mouth shut, just wanting to get the mission done quicker.
Honey established a sniper's nest, and laid on the roof of the building opposite of where the team would be infiltrating.
"What's the drag?" Honey whispered, looking through her iron sights, ready to set her rifle up.
"Not a clue." Ghost grunted as he looked through the scope of his own rifle, adjusting accordingly. He did know, he just wanted her to struggle a bit, make her more 'human' in his eyes.
"You're no help." Honey muttered under her breath, looking down her iron sights again. She glanced over at Ghost for a moment, turning to her own rifle, contemplating something.
She deftly reached over, sliding the scope off of his rifle.
'Now she's trying to fuck with my gear?' Ghost scorned in his own mind. He looked over at her, his brows furrowed under his mask before he snatched his scope back, sliding it back on.
"Du erzeugst ein Glitzern." She growled, taking it back off.
"English." Ghost muttered under his breath, starting to get pissed off.
"You're creating a glint. There's people in that building that can see you because of your scope." She growled, looking over at the moon for a second before looking back at him. She subtly lifted her hand, pointing at the opposing building, and indeed, a faint reflection from the scope could be seen if you knew where to look.
He let out an audible scoff, rolling his eyes. He adjusted his rifle, getting used to just using his iron sights.
"It's a 42 meter separation, the wind is blowing south-east. We're facing north-west. The wind is 6 knots. Light breeze." He replied, telling her what she would need to adjust her rifle.
"Any visuals on Makarov?" Laswell said through the comms.
Honey glanced through a pair of binoculars for a second, seeing Makarov working at a table in an empty room, his back turned to the window.
"Positive. Black, short hair, suit, I can't tell how tall he is, but Ghost can verify that it's him." Honey replied through the comms. "It's him, Kate." Ghost muttered into the comms. "Permission to take the shot?" Honey asked Laswell.
"Granted." Laswell replied.
Honey put down the binoculars and Ghost picked them up, ready to watch Honey shoot Makarov.
Honey lined up her shot, calculating the drag, and the possible path that the bullet would take once it hit the glass. Doubt nibbled at the edges of her mind, raising its voice as her finger hovered over the trigger. But she pushed it away, reminding herself of the countless hours of training. She took a deep breath, pulling the rifle tight to her shoulder, holding her breath so that the shot was steady. She loaded her chamber, taking the rifle off of safety, and slowly squeezed the trigger.
Ghost's heart raced. He felt a pang of jealousy, mixed with a swirl of emotions. 'This should've been mine,' He thought, his chest tightening. 'This is my team. What does she think she's doing, muscling in on my territory?' His fists clenched around the binoculars, sweat dripping from his temple.
The bullet shattered through the glass, sending a gory red mist into the air as Makarov's head exploded. Ghost's jaw clenched as his anger bubbled, the realization of what just happened setting in.
Honey laid her rifle down, staying on her stomach as she glanced over to Ghost. She could see the tension in his body, the balaclava clinging to his face with each heavy gasp for air. Unsure of how to respond to Ghost's obvious displeasure, she gave him a small, tight lipped, reassuring smile.
Ghost glared back, his eyes filled with the intensity of his rage. 'She's taken everything from me,' he thought. 'I can't let her win. I can't let her take this from me too.'
In the aftermath, the team sat in stunned silence, their gazes fixed on the lifeless body now sprawled on the floor. The reality of their success hung in the air, a weighty, shared accomplishment that lingered, tainted by Ghost's bitter resentment. This was a man that they had been tracking for years and Honey came in and shot him like it was nothing. Like it was the easiest thing in the world. And God, that smile afterwards pissed him off so much more.
'What the fuck is she doing? This was supposed to be my job. What the hell does she know about shooting?' Ghost fought with himself internally. He hated this. He ha=ted everything about her.
The pair watched as the team infiltrated the room, occasional gunfire sounding through the air. Honey watched as Soap went in, took a laptop and all the needed files, planting a few bombs on his way out.
Honey stood up, grabbing her rifle, unloading the chamber and putting it back onto safety. Ghost stood up as well, grabbing his own rifle, storming his way back down the flight of stairs to the ground floor.
"Ghost." Honey said as she followed him, her rifle slung over her back. He didn't bother waiting for her, or even listening to her. He silently stormed his way back to the chopper, getting in, and buckling himself up.
Honey set their things back where they belonged on the chopper, ensuring that nothing would fall out. There was an awkward silence as they waited for the rest of the team to get back to where the chopper was. Nikolai sat in the cockpit.
"How was the mission? You finally nail him?" Nikolai grinned, his thick Russian accent apparent in his words as he looked back through the door, glancing at Ghost.
"Honey did." Ghost muttered, his fists balled under his biceps as he crossed his arms. "Her shot was just luck." He added, looking outside of the chopper, avoiding eye contact. He knew it was more than luck - it was skill, but he didn’t want to admit it.
Honey winced at his words, looking over at him, her eyes narrowing slightly. She glanced away, keeping her eyes off of him. She had always been doubted. She had worked her entire life for this moment, and the entire time, she had been doubted. She didn't know why it even hurt at this point - she should've expected it. But, she was going to stand up for herself for once - even if it didn't work.
Honey looked at him, her brow furrowing. "Luck?" She asked, her voice slightly hurt. "I took the damn shot, calculated it. I did everything I needed to. And it's just luck? I’ve worked my entire life for this, I’ve worked my ass off. Making sure that I could make a damn shot." She added. Honey wanted to get frustrated, she wanted to argue, but she took a deep breath, keeping her mouth shut.
Ghost's jaw dropped slightly at her response. His glare softened, his unwavering anger faltering for the first time. He didn't know what to say to counter her words, her confidence - and for once, he found himself at a loss.
'All of my years of practicing, honing, just for it to be chalked up to luck? Fuck this guy.' Honey thought to herself, letting out a sigh. She wanted to be on this team, she had worked for it for years. She wanted to be on the top - the best of the best, and this was her chance. She wasn't going to ruin it.
Her thoughts were interrupted by the rest of the team getting into the chopper, carrying files, laptops, and USB sticks. Everything that they could get their hands on that could be important, they took.
"Let's watch this puppy blow." Soap chuckled as he buckled into the chopper. Nikolai lifted the chopper off the ground, getting it a distance away before Soap pressed the button, making the entire building explode and collapse in on itself.
Honey watched as the orange and yellow flames licked the air, huge billows of smoke and debris shooting up into the air.
"Christ." Honey murmured, watching the smoke shoot up. The blast wave then hit the chopper, making it sway and vibrate. Nikolai quickly corrected, starting their flight back. The flight back to base was almost silent, everyone processing what had just happened, and why it had happened.
'Why was Honey the one to kill Makarov? Why was this new recruit the one who got to end the man we had fought to kill for years? And why was it so easy for her?' Ghost was furious at the thought of it.
'Why did she get the pleasure? The satisfaction?'
When they got back to base, Ghost just wanted to get his report filled and then think things through in his quarters, but of course, Laswell had other plans.
"You and Honey are bunking together." Laswell said as she opened the door to his quarters. Honey stood behind Laswell, her bag slung on her shoulder as well as a few other things in her hands - two pillows and a blanket.
"What about Soap?" Ghost asked, looking over at the other bed in the room - the bed where Soap slept. That side of the room was blank, Soap moved rooms.
"Soap bunked with Gaz. We don't have another room for Honey, so she's going with you." Laswell said, turning around and walking away. Honey came in quietly, her steps silent.
She placed her things on the bed, avoiding him. She busied herself with the task of getting her things set up - making the bed, putting her things in her dresser and closet.
"There are rules here." Ghost grunted as he watched her, his attention drawn away from his paperwork.
"Keep your shit on your side of the room, keep it clean, keep it neat, and don't talk to me." He added. Honey didn't do anything but nod as she folded her clothes. Pajamas, uniforms, dress uniforms, civilian clothes - they were all put away neatly.
There was something about her, something that kept his attention away from his paperwork. Something that kept him from focusing. Maybe it was the rage towards her, maybe it was the envy - there was something. Something that he hated. Something that Simon despised. Ghost hated it more.
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What do we think of the first part, y'all? Do we love it? Hate it? Eh? Lmk what I can work on as well! My ask me is still open :))
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weeb-polls-with-pip · 11 months ago
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Autistic Anime Boys Prelims - Propaganda Division - Group 1
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Propaganda:
Rintarou -
"Has a special interest in science and will do anything to indulge in it. Has many strange mannerisms and will only drink his favorite drink."
Baki -
"Special interest in fighting and doesn't give a fuck about anything else except for his friends. Kidnaps fucking George Bush and asks him if he can put him in the biggest prison in America because he wants to fight people there. Literally goes to jail for his special interest. Autism."
Yoshi -
"look at him. he is Autism: The Character. The game deals with how he was ostracized for "weird" behavior and it got down his self esteem so bad that he calls himself trash and if you look at how he struggles to interact with others i.e. low social stamina (game's hit points are literally his psyche), struggle to control his emotions intense passion about subjects of interest etc etc he reads as immensely autistic and his arc of learning to love himself and find people who love him for who he is is so. very important to me <3 my dear favorite autistic scrimblo.
also look at him. his design is the trans flag colors. what's not to love here!! he likes bunnies!! he made those bunny ears himself, even. in 1BeatHeart, he made cat ears for his friend. i love his 1BeatHeart design also because in that game he's an Adult and STILL unabashedly himself, showing that he took those lessons from his childhood to heart! an autistic adult having some degree of pride in himself, being renowned even if he's still seen as odd, and being content and having friends. aurgh."
Steve -
"Uses his autism for evil! Is obsessed with vampires and wanting to become one but has so many compiling issues that he eventually becomes a key player in a supernatural war. Took it as a personal betrayal when his best friend had to become a vampire to save his life."
Yuuto -
"source: trust me bro."
Hatchi -
"Has a special interest in food and often lets it cloud his judgement. Is very bored of life at the beginning of the story but doesn't understand why. Does things others see as strange or reckless because he thinks it would be fun."
Keiichi -
"He is surrounded by people who speak in codes and euphemisms that he cannot understand based on social rules that he is not privy to."
Ayato -
"evil autism (/pos)"
Yuzuru -
"he is best boy!!!"
Amuro -
"Being a Newtype is just space autism to me. But also he sucks at falling in line in a structured environment, would rather work with machines than talk to people, and is only allowed as a child soldier because he's the bestest at big robots."
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