#laboratory apps

[comfygentech]

Transforming Lab Operations: How a Laboratory App Development Company Can Enhance Your Workflow

In today’s fast-paced scientific environment, laboratory operations are increasingly reliant on advanced technology to boost efficiency and accuracy. As laboratories adopt digital solutions, partnering with a Laboratory software Development Company becomes crucial for streamlining processes and modernizing operations.

This partnership can lead to significant improvements in workflow, data management, and overall productivity. In this article, we will explore how a Top Laboratory App Development Company can transform your lab operations and provide a competitive edge.

What Does a Laboratory App Development Company Offer?

Specialized Expertise in Lab Operations

A Laboratory Application Development Company brings specialized knowledge and expertise tailored to the unique needs of laboratory settings. These companies understand the complex workflows and challenges specific to lab environments, such as sample tracking, data management, and compliance with industry standards. Their experience allows them to develop customized applications that address these challenges effectively, ensuring that the technology aligns with your laboratory’s specific needs and operational requirements.

Integration with Existing Laboratory Systems

One of the critical aspects of modernizing laboratory operations is ensuring that new technology integrates seamlessly with existing systems. A Laboratory Mobile App Development Company excels in creating solutions that work in harmony with your current laboratory information management systems (LIMS), electronic lab notebooks (ELNs), and other critical software. This integration helps in maintaining data consistency and reduces the risk of errors that can occur during manual data transfers. By partnering with a company skilled in integration, you can achieve a cohesive and efficient technology ecosystem.

Compliance with Industry Standards and Regulations

Laboratories must adhere to stringent regulations and standards to ensure data accuracy, security, and patient safety. A top-notch Laboratory App Development Agency is well-versed in these regulatory requirements, such as Good Laboratory Practice (GLP) and data protection regulations. They ensure that their applications comply with these standards, protecting sensitive data and maintaining the integrity of lab operations. Compliance with industry standards is crucial for avoiding legal issues and maintaining the trust of stakeholders.

Key Benefits of Partnering with a Laboratory App Development Company

Improved Data Management and Accessibility

Efficient data management is a cornerstone of effective laboratory operations. Partnering with a specialized Laboratory Application Development Company can significantly enhance how data is collected, stored, and accessed. Custom apps can provide centralized data repositories, making it easier to manage large volumes of data and ensuring that it is readily accessible to authorized personnel. Improved data management also facilitates better decision-making and accelerates research and development processes.

Enhanced Efficiency in Lab Processes

Laboratory workflows often involve repetitive and time-consuming tasks. A well-designed laboratory app can automate these tasks, reducing manual intervention and increasing overall efficiency. For instance, applications can automate sample tracking, data entry, and report generation. By reducing the need for manual work, your lab can operate more smoothly, allowing staff to focus on more critical tasks and increasing overall productivity.

Real-Time Monitoring and Reporting

Real-time monitoring and reporting are essential for maintaining control over laboratory processes and ensuring timely interventions. Laboratory apps developed by a specialized company can provide real-time data visualization, monitoring, and reporting features. These capabilities allow lab managers to track ongoing experiments, monitor equipment performance, and receive alerts for any anomalies. Real-time insights help in making informed decisions quickly and addressing issues before they escalate.

Better Collaboration and Communication

Effective communication and collaboration are vital for successful laboratory operations, especially when multiple teams or departments are involved. A Laboratory Software Development Company can create apps that facilitate seamless communication and collaboration among lab staff. Features such as shared project spaces, instant messaging, and collaborative data entry enhance teamwork and ensure that everyone is aligned with project goals and updates.

Advanced Analytics and Insights

Advanced analytics capabilities are increasingly important for deriving actionable insights from laboratory data. Laboratory apps can integrate sophisticated analytics tools that provide in-depth analysis, trend identification, and predictive modeling. By leveraging these analytics capabilities, your lab can gain valuable insights into research outcomes, operational efficiency, and areas for improvement. These insights support data-driven decision-making and can lead to more effective and innovative solutions.

Choosing the Right Laboratory App Development Company

Assessing Technical Expertise and Experience

When selecting a Laboratory Mobile App Development Agency, it is essential to assess their technical expertise and experience in the laboratory sector. Look for companies with a proven track record of developing successful lab applications and a deep understanding of laboratory workflows and challenges. Review their portfolio, client testimonials, and case studies to evaluate their ability to deliver high-quality, reliable solutions.

Evaluating Customization and Integration Capabilities

Your laboratory may have specific needs that require customized solutions. Choose a development company that offers extensive customization capabilities, allowing you to tailor the app to your unique requirements. Additionally, ensure that the company has strong integration skills to connect the new app with your existing systems and workflows seamlessly.

Considering Support and Maintenance Services

Ongoing support and maintenance are crucial for the long-term success of your laboratory app. Ensure that the development company provides comprehensive support services, including troubleshooting, updates, and enhancements. Reliable customer support ensures that any issues are promptly addressed and that the app continues to perform optimally over time.

Understanding Cost and Value

While cost is an important consideration, it should be weighed against the value offered by the development company. Evaluate the overall value proposition, including the quality of the app, the level of customization, and the support provided. Investing in a high-quality laboratory app developed by a reputable company can lead to significant long-term benefits, making it a worthwhile investment for enhancing your lab operations.

The Development Process: What to Expect

Initial Consultation and Requirements Gathering

The development process begins with an initial consultation to discuss your laboratory’s needs and goals. During this phase, the Laboratory App Development Company will gather detailed requirements and define the project scope. This step is crucial for ensuring that the app aligns with your lab’s objectives and addresses key challenges.

Design and Prototyping

Once the requirements are established, the development team will proceed with designing and prototyping the app. This phase involves creating wireframes, mockups, and prototypes to visualize the app’s functionality and user interface. Feedback from stakeholders is collected to refine the design and ensure it meets user expectations and operational requirements.

Development and Testing

The development phase involves coding and building the app according to the design specifications. The app undergoes rigorous testing, including functional testing, usability testing, and security assessments, to identify and resolve any issues. This thorough testing ensures that the app is reliable, secure, and performs optimally.

Deployment and Post-Launch Support

After testing, the app is deployed to the relevant platforms and made available for use. Post-launch support is provided to address any issues that arise, implement updates, and make enhancements based on user feedback. Ongoing support is essential for maintaining the app’s performance and adapting to any evolving needs.

Future Trends in Laboratory App Development

The Rise of Automation and AI in Labs

Automation and artificial intelligence (AI) are transforming laboratory operations by enhancing efficiency and accuracy. Future laboratory apps are likely to incorporate AI-driven automation for tasks such as data analysis, sample processing, and equipment management. These innovations can significantly reduce manual effort, improve precision, and accelerate research outcomes.

Innovations in Data Management and Security

As laboratories handle increasingly large volumes of data, innovations in data management and security are becoming more important. Future apps may include advanced data encryption, secure cloud storage, and enhanced access controls to protect sensitive information. These innovations ensure that data is managed securely and remains accessible only to authorized personnel.

Integration with IoT Devices and Smart Lab Equipment

The integration of Internet of Things (IoT) devices and smart lab equipment with laboratory apps is an emerging trend. IoT devices can provide real-time monitoring and control of lab equipment, while smart lab equipment can collect and transmit data directly to the app. This integration enables more efficient and accurate data collection, improves equipment management, and enhances overall lab operations.

Conclusion

Partnering with a Laboratory Mobile App Development Agency is essential for transforming your lab operations and staying competitive in today’s technology-driven landscape. The benefits of such a partnership include improved data management, enhanced efficiency, real-time monitoring, better collaboration, and advanced analytics. By choosing the right development company, you can leverage these advantages to modernize your laboratory and achieve greater success in your research and operations.

FAQs - Laboratory App Development

1. What should I consider when choosing a Laboratory App Development Company?

When selecting a company, consider its technical expertise, experience in the laboratory sector, customization and integration capabilities, support and maintenance services, and overall cost and value. Reviewing their portfolio and client testimonials can also provide valuable insights.

2. How can a laboratory app improve data management?

A laboratory app can enhance data management by providing centralized data repositories, automating data collection and entry, and ensuring easy access to data for authorized personnel. Improved data management leads to better decision-making and more efficient operations.

3. What are the benefits of real-time monitoring in a lab app?

Real-time monitoring allows for immediate tracking of experiments, equipment performance, and process status. It helps in identifying and addressing issues promptly, ensuring smooth operations and timely interventions when necessary.

4. How does automation in lab apps impact efficiency?

Automation reduces the need for manual tasks, such as data entry and sample tracking, leading to increased efficiency and productivity. It streamlines workflows, reduces errors, and allows staff to focus on more critical tasks.

5. What future trends should I watch for in laboratory app development?

Future trends include the rise of automation and AI, innovations in data management and security, and integration with IoT devices and smart lab equipment. These trends offer opportunities to enhance lab operations and stay at the forefront of technological advancements.

[kirby-the-gorb]

[biomedical-journey]

Late Night Study Session - Transfusion Med 🩸🙇🏻‍♀️📚

Focus Apps used:

Forest App 🌲

Virtual Cottage🍄

Notion 📄

Goodnotes 📝

Spotify 🎧

[jcmarchi]

Interactive mouthpiece opens new opportunities for health data, assistive technology, and hands-free interactions

New Post has been published on https://thedigitalinsider.com/interactive-mouthpiece-opens-new-opportunities-for-health-data-assistive-technology-and-hands-free-interactions/

Interactive mouthpiece opens new opportunities for health data, assistive technology, and hands-free interactions

When you think about hands-free devices, you might picture Alexa and other voice-activated in-home assistants, Bluetooth earpieces, or asking Siri to make a phone call in your car. You might not imagine using your mouth to communicate with other devices like a computer or a phone remotely. 

Thinking outside the box, MIT Computer Science and Artificial Intelligence Laboratory (CSAIL) and Aarhus University researchers have now engineered “MouthIO,” a dental brace that can be fabricated with sensors and feedback components to capture in-mouth interactions and data. This interactive wearable could eventually assist dentists and other doctors with collecting health data and help motor-impaired individuals interact with a phone, computer, or fitness tracker using their mouths.

Resembling an electronic retainer, MouthIO is a see-through brace that fits the specifications of your upper or lower set of teeth from a scan. The researchers created a plugin for the modeling software Blender to help users tailor the device to fit a dental scan, where you can then 3D print your design in dental resin. This computer-aided design tool allows users to digitally customize a panel (called PCB housing) on the side to integrate electronic components like batteries, sensors (including detectors for temperature and acceleration, as well as tongue-touch sensors), and actuators (like vibration motors and LEDs for feedback). You can also place small electronics outside of the PCB housing on individual teeth.

Play video

MouthIO: Fabricating Customizable Oral User Interfaces with Integrated Sensing and Actuation Video: MIT CSAIL

The active mouth

“The mouth is a really interesting place for an interactive wearable and can open up many opportunities, but has remained largely unexplored due to its complexity,” says senior author Michael Wessely, a former CSAIL postdoc and senior author on a paper about MouthIO who is now an assistant professor at Aarhus University. “This compact, humid environment has elaborate geometries, making it hard to build a wearable interface to place inside. With MouthIO, though, we’ve developed a new kind of device that’s comfortable, safe, and almost invisible to others. Dentists and other doctors are eager about MouthIO for its potential to provide new health insights, tracking things like teeth grinding and potentially bacteria in your saliva.”

The excitement for MouthIO’s potential in health monitoring stems from initial experiments. The team found that their device could track bruxism (the habit of grinding teeth) by embedding an accelerometer within the brace to track jaw movements. When attached to the lower set of teeth, MouthIO detected when users grind and bite, with the data charted to show how often users did each.

Wessely and his colleagues’ customizable brace could one day help users with motor impairments, too. The team connected small touchpads to MouthIO, helping detect when a user’s tongue taps their teeth. These interactions could be sent via Bluetooth to scroll across a webpage, for example, allowing the tongue to act as a “third hand” to open up a new avenue for hands-free interaction.

“MouthIO is a great example how miniature electronics now allow us to integrate sensing into a broad range of everyday interactions,” says study co-author Stefanie Mueller, the TIBCO Career Development Associate Professor in the MIT departments of Electrical Engineering and Computer Science and Mechanical Engineering and leader of the HCI Engineering Group at CSAIL. “I’m especially excited about the potential to help improve accessibility and track potential health issues among users.”

Molding and making MouthIO

To get a 3D model of your teeth, you can first create a physical impression and fill it with plaster. You can then scan your mold with a mobile app like Polycam and upload that to Blender. Using the researchers’ plugin within this program, you can clean up your dental scan to outline a precise brace design. Finally, you 3D print your digital creation in clear dental resin, where the electronic components can then be soldered on. Users can create a standard brace that covers their teeth, or opt for an “open-bite” design within their Blender plugin. The latter fits more like open-finger gloves, exposing the tips of your teeth, which helps users avoid lisping and talk naturally.

This “do it yourself” method costs roughly $15 to produce and takes two hours to be 3D-printed. MouthIO can also be fabricated with a more expensive, professional-level teeth scanner similar to what dentists and orthodontists use, which is faster and less labor-intensive.

Compared to its closed counterpart, which fully covers your teeth, the researchers view the open-bite design as a more comfortable option. The team preferred to use it for beverage monitoring experiments, where they fabricated a brace capable of alerting users when a drink was too hot. This iteration of MouthIO had a temperature sensor and a monitor embedded within the PCB housing that vibrated when a drink exceeded 65 degrees Celsius (or 149 degrees Fahrenheit). This could help individuals with mouth numbness better understand what they’re consuming.

In a user study, participants also preferred the open-bite version of MouthIO. “We found that our device could be suitable for everyday use in the future,” says study lead author and Aarhus University PhD student Yijing Jiang. “Since the tongue can touch the front teeth in our open-bite design, users don���t have a lisp. This made users feel more comfortable wearing the device during extended periods with breaks, similar to how people use retainers.”

The team’s initial findings indicate that MouthIO is a cost-effective, accessible, and customizable interface, and the team is working on a more long-term study to evaluate its viability further. They’re looking to improve its design, including experimenting with more flexible materials, and placing it in other parts of the mouth, like the cheek and the palate. Among these ideas, the researchers have already prototyped two new designs for MouthIO: a single-sided brace for even higher comfort when wearing MouthIO while also being fully invisible to others, and another fully capable of wireless charging and communication.

Jiang, Mueller, and Wessely’s co-authors include PhD student Julia Kleinau, master’s student Till Max Eckroth, and associate professor Eve Hoggan, all of Aarhus University. Their work was supported by a Novo Nordisk Foundation grant and was presented at ACM’s Symposium on User Interface Software and Technology.

[90scartoonszine]

Interest Check is Open!

Hello, hello and welcome! It's time for the interest check for our project! Remember to check out all the details here! To help us on our journey please fill out the Interest Check!

[sourco0kie]

Self Awareness AU - Prologue

You huffed as you placed your controller, playing this game each day has gotten boring, Especially when there’s no to little update to the game. When it does updates it’s only bugs fixes or some features getting removed.

With a disappointed sigh, you closed steam and opened google to watch youtube. You searched the general if there’s any interesting video that would catch your attention. One for your favorite youtuber catches your interest and instantly you click on it.

You groan in displeasure as an ad starts playing, with no other choice you decide to wait for the five seconds for the skip ad button. The ad starts playing and.. It instantly catches your attention. The quality of the game and the voice acting intrigued you. Especially this one character with an ice cream cone for a hat having that magical girl transformation.

You went on deep research about the game, seeing what it will bring to the table. You watch a few videos about the story and it’s interesting enough and well written. You were so hyped when you found out the game is available on PC you went and download it, so you won’t force your phone to die more for the game.

You instantly download it, and once installed you open the app for another download. Typical. You happily waited for it and were super hyped about the intro animation. You played on, already loving the characters, oh how you favor Gingerbrave!

You played everyday, not missing a single day! Heck you even began trying to draw in the unique artstyle, even as you never draw in your entire life. Each time you gacha, you prayed on getting either an ancient or a beast. And either would be good for your team. As of current you favor Strawberry Crepe Cookie for their amazing defense and skill.

On a particular day as you log in, everything feels.. Different. The front loading screen felt odd. You brush it off and log in the game, doing your missions and creating stuff you need for the laboratory research. One of the cookies, Affogato Cookie, has a speech bubble. You clicked on it expecting the usual repeating dialogue but this time it’s different. “My, My you look quite lovely.”

Ok. A bit creepy but okay.. Maybe that’s just a new dialogue the game added? But there’s no small update requirement from the game, odd. You paid no mind to it as it’s a regular occurrence. Sometimes the cookies would have a self awareness dialogue.

You continued on playing the game with no more weird occurrences, just the normal game. You speed run through the cryspia story already passing the hollyberry kingdom. You kept on losing in the dark choco chapter so you decide to just gather up your power first before continuing.

The sound of your alarm snapped you out of your game run. Glancing at the time you realized it’s already time for one of your online classes. You closed the game, going to your kingdom one last time just to be met by Gingerbrave saying; “Pure Vanilla Cookie would love to know how radiant you are!”

You paused, staring at the screen with a shiver under your skin. You brush it off and log out the game to open your class in session group. For 30 minutes you listen to the professor explain about today’s lesson. Suddenly the sound of your phone notification caught your attention, you were about to pick up before it started to shake.

You gasped, watching as a blue hand reached out from your phone. “What-”

“TA-DA! The star of the show has arrived!~”

The hand clenched the edge of the table, using it to leverage the infamous of a Diva jester pulled himself out. “Wooow.. quite a lovely place of living you got here, need a little more blue for color though. But you won't be needing to change things since you're coming with me.”

You stare with your mouth gape open. Meeting with a powerful jester was NOT on your list today.

“What? Cat got your tongue? Ooh don’t be afraid dear, I don’t bite, unless..”

“NOPE-” You grabbed the nearest item which was your notebook and threw it at him, he barely dodged it. He frowned before smirking again as he tilted his head with his hands clasped together, placing his cheek against the back of his hand.

“Adorable attempt, dear. But you gotta do more than tha-”

A pen smacked square on his face, He stares at you, unphased “That..” he continued. “Your humble knight has arrived to bring you home!~”

“Home!?” The jester laughed, “don't fret, I don't bite.. too hard!” He grabbed your shirt and yanked you towards your phone.

Everything was.. black, no light as you stared at the abyss before a sudden flash of colors blinded you. The birds chirp to one another as they fly above you. The light from the sun blinded your vision a bit before you adjusted. You glance around, noticing your surroundings.. are odd.

Everything smells so sweet. Too sweet for your liking.

The sounds of leaves rustling snapped you out of your daze, your attention instantly went towards the bushes. Looking around, spotting one that's moving.

Stepping a bit back away from the bushes you stayed quite, not daring to make noise and startled the.. whatever it was in the bush and attacked you. Carefully you picked up a nearby stick as a weapon, if it would do anything.

Something pounces out the bushes scaring you as you leap back and fall on your back. It barks as it approaches you and sniffs the air. You opened your eyes seeing it was just a cake hound.

Wait.. Cake hound!?

[probablyasocialecologist]

The IDF uses extensive facial recognition with a growing network of cameras and mobile phones to document every Palestinian in the West Bank. Starting in 2019, Israeli soldiers used the Blue Wolf app to capture Palestinian faces, which were then compared to a massive database of images dubbed the “Facebook for Palestinians.” Soldiers were told to compete by taking the most photos of Palestinians and the most prolific would win prizes. The system is most extreme in the city of Hebron, where facial recognition and numerous cameras are used to monitor Palestinians, including at times in their homes, instead of the extreme Jewish settlers living there, who routinely express genocidal threats against the Palestinians. The IDF claimed that the program was designed to “improve the quality of life for the Palestinian population.”

Antony Loewenstein, The Palestine Laboratory: How Israel Exports the Technology of Occupation Around the World

[marsbutterfly]

Nerd Hanji head cannons??? Absolutely smart and top of her class no social life? Pulls Y/N??? Erwin, Levi and Moblit are like is Reader blind???? Fluffy nerdy shit I eat that up and let me tell you I’m STARVING

Headcanons: Nerd! Hanji Zoe

a/n: i've had these ready for about a week or so but for some reason i haven't posted them? idk, but i do hope you enjoy heh i had fun.

warnings: none. this is pure fluff. | tagging: @wizzy21

❀ Nerd! Hanji who has been your close friend since the two of you were young. They were always a bit awkward and going around studying frogs or collecting rocks, but you were always following closely behind with a pencil sharpener and a box of band-aids.

❀ Nerd! Hanji who used to tutor you in their free time. Their favorite subjects had always been the most difficult ones: chemistry, physics and math. So they would always do everything in their power to make the subjects more interesting or, at the very least, easier for you to understand.

❀ Nerd! Hanji who has done your homework for you more times than you could count. Some times because you were sick, some because you were getting frustrated and aggravated and some of them in exchange for some of your baking. So they would sit on the kitchen counter as you would bake them cookies, cakes, whatever they were craving that day.

❀ Nerd! Hanji who has always been class president for as long as they were allowed to run. They were constantly trying their best to make sure everyone in class was happy and also having their concerns being heard. They ran unopposed for over five years, mainly because there was nobody else who could have done a better job than them.

❀ Nerd! Hanji who deletes all of their social media every time they have an exam coming up. No matter how many times you tell them that they could easily just delete the app, they will not listen to you because they say they're tempted to just "download it" again.

❀ Nerd! Hanji who has had a crush on you for years but never did anything about it. They wanted to ask you out for so long but didn't for two reasons. Number one is that they didn't think you felt the same way and, number two, because they wanted to wait until you both got to college and had an idea of what you were looking to do for the rest of your life.

❀ Nerd! Hanji who was the joke of the group multiple times but they still couldn't understand that they were being teased for your feelings about them, not the other way around.

❀ Nerd! Hanji Nerd hanji who excels in absolutely everything that they do but are completely oblivious to your feelings for them until you straight up kiss them after a day out together. You were already considering it a date, they thought the two of you were just hanging out before college started. They didn't complain one bit, though.

❀ Nerd! Hanji who doesn't pay attention to how they look, especially when you go out together. They will keep their hair in a messy ponytail, wear the same pair of old crocs and the same taped pair of broken glasses.

❀ Nerd! Hanji who gets you a scholarship to your dream college so the two of you can study together. They will change their entire life plan that they have had since they were a child just to spend time with you, much to their parents' dismay.

❀ Nerd! Hanji who constantly helps you study for your exams because they have absolutely nothing to worry about for themselves and they want you to achieve only the best you can.

❀ Nerd! Hanji who set the curve for the grades too high so they are lowkey disliked by most of their classmates. They don't really care though, the only person they care about is how you feel about them. And you love them to bits.

❀ Nerd! Hanji has an internship at a very prestigious laboratory and is already being considered for a full-time position by the time they graduate.

❀ Nerd! Hanji who constantly sends you pictures of funny looking bacteria they find. They find random shapes and immediately whip out their phone (which they are very much not allowed to do but they get so excited that they can't help it.)

❀ Nerd! Hanji who constantly needs to buy new pens and pencils because they are often biting the back of it or the cap. They have come home with blue or black ink on their lips more times than you can count on one hand.

❀ Nerd! Hanji who sometimes forgets to eat so you always bring them food regardless of where they are. They always blush and tell you not to trouble yourself with these kinds of things but you can't help it. Knowing that they are using all that brain power with no fuel makes your heart ache. So you always give them extra food and water.

❀ Nerd! Hanji who tilts their head when they are thinking about stuff. They do it regardless if they are at work or if they are at home. So you just know they could be looking for a bacteria in a sample or for the extra block of cheese in the back of the fridge, the look is the same.

❀ Nerd! Hanji who doodles your name all over their notepads over and over, to the point where they have to force themselves out of that mind space, otherwise they can't focus.

❀ Nerd! Hanji who looks at you and only you. No matter how old the two of you are, they are always in love with you. And they are always yapping about some video game or book, not that you mind, of course. You never did.

[goodlucktai]

9, raph and leo?

dialogue prompts

9. “I know, I know it hurts.”

x

When Raph was eight years old, the twins decided they needed their own bedrooms and, like with all other things they had ever decided, they made it everyone else’s problem. As a united front, the two of them had the capacity to wear down a squad of Navy Seals in a manner of days, let alone one overtired single father. 

The campaign for separate bedrooms turned out to be a long con. Donnie had been denied an evil science laboratory by Splinter multiple times, on the grounds of it being dangerous, and Donnie being seven, and evil being bad. But a room of his own could be whatever he wanted, and he wanted a lab. 

It took most of a week for Splinter to discover that the twins were still doubled up in the room that was ostensibly Leo’s while Donnie’s was being used for nefarious purposes, but by then Donnie had installed an electronic lock on the door that he built out of components gutted from old kitchen appliances and was fully ready to die on that hill. 

While Pops and Donnie were locked in a contest of wills that would ultimately go in Donnie’s favor (because Splinter’s achilles heel back then—and even now—was that he thought little turtles at their most sulky and unreasonable were just adorable) Raphie had looked at Leo with a confused frown on his face. 

“How come you went along with it, Lee? You didn’t even get your own room.”

Leo shrugged, bright gold eyes shining with interest as he watched his twin and his father argue back and forth. He was following it carefully, probably ready to join in if it looked like Donnie was going to lose—more engaged than he ever was playing video games or flipping through comics. 

At the time, all Leo said was, “Just wanted to see if I could.”

Raph thought it was because he was a troublemaker, and he maintained that idea up until Mikey—intuitive beyond his years, even as a sweet little six year old—said he figured it was just that Leo’s head went as crazy fast as Donnie’s did, only in ways that didn’t involve breaking and building things. 

A full decade later, Raph knows Mikey was right on the money. Looking back, he sees a kid who was wickedly smart and terribly understimulated. Leo didn’t create trouble for the heck of it, he just liked having problems to solve. He wanted conversations and tricks and puzzles, he needed hoops to jump through like dolphins did on TV, or else he’d get cranky and sneaky. 

Their world became a much simpler, more peaceful place once Leo got his first phone and discovered an online chess app with a leaderboard. 

All this to say, Leo has had a mind for strategy since before he could talk in full sentences. He’s a natural-born leader, and after the failed Krang invasion, he really stepped up and took it seriously. Raph is so proud of him he doesn’t have words big enough to contain the size and shape of it all. It isn’t as hard as he had imagined it would be to let go of the reins and give Leo the room he needs to shine. 

Some days are better than others. For the most part, Leo says jump and his brothers don’t even ask how high, they just shoot for the rafters. Their teamwork is cohesive, as solid as it was when they initially realized their ninpo, and Raph thinks he’d feel sorry for the Shredder if that guy showed his face in their town again. 

But there are also days like today, when Leo says something that Raph’s big brother meter pings as Leo being silly, stirring shit up for lack of better thing to do, and he doesn’t linger on it past that initial knee-jerk impression. 

They’re working with a group of mutants out of Hell’s Kitchen, mutants who are walking the line between vigilantism and outright crime. They’re rough around the edges, but good-natured for the most part. The turtles kept bumping into that other group as they crisscrossed around the city until finally their leader, Old Hob, said, “Why don’t we just get on the same program instead of stepping on each other’s heels?” and a tentative partnership was formed. 

It’s been a week since then, and in that time Raph and his brothers have been firmly adopted by the grown-up mutants, who ask pointed questions about what time they went to bed the night before and whether or not they had a decent breakfast and how their online classes are going. 

“This must be what having overbearing aunties is like,” Donnie said to April on the phone none-too-quietly, and Sally, feline mutant and aforementioned overbearing auntie, knocked her knuckles on his battleshell reprovingly. But that about summed it up. 

There was one spanner in the works, and that was Liam.  

——

“Anyone else getting bad vibes from that guy by the way?” Leo says one day. 

There’s something performative about it, his usual pomp and charisma with a plastic edge. Mikey tilts his head like a service dog who just caught the scent of a potential medical emergency. Donnie looks up from his phone, eyes keen the way they only are when he and his twin are about to communicate with the telepathy they’ll deny they have.

But Raph is having a bad pain day, and his well of patience for shenanigans is much shallower than it normally is. 

“Leon, don’t start,” he says, rubbing the slider’s head playfully to take any sting out of the dismissal. “If I have to put up with any middle child nonsense today I’m gonna scream.”

There’s a beat, his second-youngest brother visibly hesitating on a mental fork in the road. He’s gotten so good about being forthcoming but his first impulse is still to play along, deny, conceal-don’t-feel. He still has this idea in his head of what a good leader is supposed to be, and he’s still willing to whittle parts of himself away that don’t fit that mold. 

To his credit, Leo tries again. “I don’t like him,” he says with less certainty. 

“You don’t have to be best friends with the guy,” Raph replies. There’s enough warning in his tone that Leo knows to drop it. “Just get along until we go home.”

He works his shoulder, trying to do something about the solid ache it’s become, and Leo’s eyes drop to the mass of scarring there and then flit away. He starts to outline the route their patrol is going to take, reaching into his belt bag for the jar of Tiger Balm he’s taken to carrying with him and handing it over to Raph as he talks. 

Raph smiles, the warmth in his chest ballooning up to swallow the impending impatience and annoyance brought out by pain. That warmth stays with him through their whole run, even as Donnie video-calls April and deadpans “POV you’re tailing some guy who didn’t get the memo that armed robbery is cringe as hell,” even as Mikey goes out of his way to jump and tumble off a fire escape in time to give Mondo a high-five as he skates by in the opposite direction, even as Leo progressively gets quieter the closer they get to their two AM check-in at the Mutanimals’ railyard base.

Looking back, Raph can count all the red flags he missed and hates himself a little more for each one. Leo sometimes causes problems for fun, and he likes to see what trouble he can get away with or get himself out of, and he is a downright menace to society when he’s bored—but he’s good. He’s sweet, and charming, and wants to help. He wouldn’t have raised an issue with the other group of mutants, potentially cutting ties with useful allies, unless he had a decent reason to. 

And that reason, Raph discovers that night—after information has been exchanged and all that's left is to hang out at the base watching TV and playing table tennis until Splinter inevitably texts to remind his sons of their curfew—is Liam. 

He doubles back into the meeting room where he left his phone and sees the goose mutant has put himself between Leo and the only exit, head lowered on a serpentine neck, beak open to show a flash of sharp teeth in a display that Raph’s animal hindbrain reads clearly as threat. 

His grip on the doorframe causes it to crack. 

“Leo,” he says in a voice he doesn’t recognize. 

His little brother’s head jerks up, half-hopeful, half-disbelieving. Later, Raph will hate himself for putting even a sliver of doubt in Leo’s mind, for unknowingly invalidating his feelings. Leo should never be surprised that his big brother showed up for him. He should never have been left to fend for himself in a situation that made him uncomfortable, especially after he found the courage to be upfront about it. 

“C’mere,” Raph says, lifting an arm—a little turtle’s cue to tuck themselves safely against Raph’s side. 

Whatever his expression is doing, it’s caused dead silence to blanket the room like a foot of packed snow. Liam looks markedly unhappy to see Raphael standing there, but Leo runs to meet him. 

A strategist, a faceman, a leader, and barely seventeen years old. 

“We were just talking,” Liam says with a lightness that rings as false. 

“Next time I find out you and my brother were just talking, I’ll wring your skinny neck,” Raph replies, matching his tone. Liam may be twice Raph’s age, but he’s half Raph’s size, and Raph has gone head-to-head with the Krang general and the Shredder and walked it off each time. Raph is fully prepared, in this moment, to murder this fucking goose. 

Leo taps on Raph’s carapace, just as one of his violent inner voices is lifting its head in the back of his brain and considering making an appearance. On Leo’s end, a warning that someone else is coming from down the hall. On Raph’s end, a reminder that his first priority is the one he’s holding. 

He turns, keeping Leo beside him, in time to see Hob appear around the corner. The cat mutant stops dead in his tracks, slitted eyes moving from Raph, down to Leo, to the doorway beside them, and back again.  

“Problem?”

“We’re going home,” Raph says, a rumble in his voice he wouldn’t know how to temper even if he wanted to. “And we’re not coming back. Don’t call us unless someone’s dying or there’s another alien invasion.”

“Knock on wood,” Leo mumbles near-silently. 

Old Hob doesn’t answer right away. It’s impossible to tell what the older mutant is thinking on a good day, outwardly recalcitrant and unfriendly, even though he has never snapped at Mikey’s cheerful rambling or Leo’s wheedling attempts to goad him into yet another chess match or even Donnie’s accidental ninpo-related shortage of every appliance in the Mutanimals’ kitchen. He and Sally and Ray and Herman all go out of their way to make their base comfortable and accessible to the turtles and Mondo and Pete, like it really matters to them that the younger mutants have a safe place tucked away that they can fall back on. 

And Raph had appreciated that, up until now. Up until they proved it wasn’t safe, actually. Up until he’d seen a grown man leering meanly at his baby brother, just because he thought he could keep getting away with it.

When Hob does speak, all he says is, “Get home safe, boys.”

Raph shoulders around him, and collects Donnie and Mikey from the main room immediately. Mikey says, “Woah, are you guys okay?” and Donnie shoots a poisonous look behind them, like if he glares hard enough he can see back in time to what happened to put those expressions on Leo and Raph’s faces. 

“We’re peachy, Miguelito,” Leo says, disquietingly convincing. “Just had a difference of opinion with our hosts is all.” 

“Stay out of Hell’s Kitchen from now on until I say so,” Raph adds sternly. 

Raph tells dad about Liam when they get home, because there is no universe where that doesn’t happen, and Leo immediately gets hauled into Splinter’s room for what sounds like a very serious conversation. Raph, Donnie and Mikey cluster shamelessly outside the door to eavesdrop, and some frightened thing in Raph’s heart lets out the breath it’s been holding when Leo says, “Nothing happened, papa, I promise. He was just weird.”

“Let him be weird to my Baby Blue one more time and I will show him exactly why your father was the undisputed Battle Nexus champion,” Splinter says. He cups Leo’s face and rubs his thumb over a striped cheek, as if he’d like to keep his son right there where no one had the capacity to hurt him. “Thank you for telling us. I’m so proud of you. I will actually kill him if he looks at you again.”

Leonardo smiles brightly, daddy’s boy of the family and glutton for attention that he is, those leftover dregs of anxiety in his eyes finally melting away. 

“I think we should let dad kill him,” Donnie announces, eyes icy, tone flat. 

“Nah,” Mikey says, disingenuously cheerful. “Next time we run into Liam I’m setting him the fuck on fire!” 

“Language,” Raph scolds by rote, but his heart isn’t in it. 

He can’t get that scene he walked in on back at the railyard out of his head. He can’t help thinking what if something worse had happened because I didn’t listen? 

It feels like there’s a ghost in his chest, rattling his heart. He’s haunted by the what if. 

——

After dinner, Leo looks at Raph meaningfully and points at the infirmary. Doctor Leo’s orders supersede all others, 100% of the time, so Raphael sighs and surrenders his controller to Mikey’s grabby hands without bothering to make the token argument. He keeps driving Princess Peach off the track anyway. 

“Have you been stretching?” Leo says, feeling along Raph’s upper arm, where the muscles are visibly knotted. Even his careful touch hurts—that whole side of his body is tender with pain. Raph can’t help but flinch when his shoulder spasms and Leo hisses. “Shit, sorry, I know, I know it hurts. God, Raphie, you gotta say something before it gets this bad. I’m not afraid to bench you, big guy.”

“Yeah, yeah,” Raph says, amused by his little brother’s no-nonsense tone, warmed by the care Leo always takes with his family when they’re sitting in his infirmary and putting their hurts in his hands. 

There’s nothing performative about him here. It’s just Leo, stripped of every false layer. 

“Let’s try to massage it out,” Leo says, all his attention bent to the task. “Then we’ll apply heat.” 

Raph hums, watching him work. His arm radiates pain, and he has to grit his teeth as Leo goes to work on the knots and the ache flares close to unbearable and wanes to a dull throb and then flares again. 

“Hey,” Raph says before he can overthink it any more. “What would you have done if I didn’t see you and Liam?”

Leo pauses, but only for a split-second. He’s as good as cornered here, because there’s no way he’ll leave Raph when he’s in pain, and there’s nowhere to hide. Thankfully for Raph’s sanity, he doesn’t try to pretend he doesn’t know what they’re talking about, even if he takes a long moment to finally answer. 

“Would’ve made Angie make me a Portal Promise to never be alone with him,” Leo admits. Flushing slightly, he mumbles, “It’s, uh, a thing we do—we both make portals, you know, so—it just means we have to keep that promise no matter what happens or what rules we have to break, and we won’t get in trouble later as long as we’re honest.” 

Raph’s heart hurts. His little brothers are so sweet, and people exist in the world who would hurt them, and he has no idea how to reconcile that. He hates that both things could be true at the same time. 

“Tello doesn’t need to be encouraged to stay away from people, and I’m pretty sure he can read my mind? But I would’ve told him anyway,” Leo goes on. “I tell him everything. I’d try to word it so he didn’t get angry enough to do something drastic, like, cut the brake lines on Liam’s Toyota Corolla. And I’d have to make it sound like you and I were on the same page, otherwise he’d go to you about it, and you’d—uh, be annoyed that I didn’t drop it, I guess.”

Getting impaled by the Krang hurt less than this, Raph thinks. He feels sick. 

“Leo—”

“I know,” Leo says quickly, a little too loud. “I know that I don’t always take stuff seriously. It’s not your fault for thinking—you know. You didn’t do anything wrong, Raphie. I just gotta grow up.”

This kid, who—like the rest of them—has already matured well past his age, well before he should have had to. Who’s terrified of letting his family down, who has so much he thinks he needs to live up to. Any perceived failure weighs on him like the death penalty, and Raph knows he had a hand in that. 

He needs to listen. Even when he’s aching and short-tempered. Even when Leo is talking around something that scares him. Maybe especially then. 

“Can we make a deal?” Raph says, reaching up to hold Leo’s hands still under one of his own. Leo is staring hard at Raph’s plastron and doesn’t seem willing to lift his eyes for love or money, but he jerks his head in a nod. “Next time I’m not hearing you, and it’s something serious like today was serious, tell me, and I’ll stop.”

Leo’s mouth twists a bit. If it were for anyone else’s sake, he’d get in Raph’s face and make himself heard no problemo, but it’s an entirely different story when it’s his own safety in question. That part of Leo that wants to always rely on his brothers is constantly at war with the part that believes he’s not supposed to need anyone’s help anymore. 

It would be impossible for him to plant himself like a tree and refuse to be budged and demand Raph’s attention if he thought for one second that it would make Raph angry at him. 

“What if we came up with a code word?” Raph offers, squeezing Leo’s hands. “If I’m being a stubborn punk, you can tell me the code word, and I’ll listen, and I won’t get mad. Even if it turns out to be a mistake or a misunderstanding. Okay?”

He finally gets a peek of gold as Leo dares to make eye contact. He looks embarrassed, like they’ve made a huge deal out of this for no good reason, and hiding inside his shell until everyone promises to pretend like nothing happened is looking more tempting by the second. 

But he’s Leo, their fearless leader. He stared down that portal into the prison dimension without flinching. If he can do that, he can do anything. 

“What word?” he finally says. 

“You pick,” Raph tells him. 

A smile creeps onto Leo’s face, picking its way carefully across shaky ground. 

“‘Goose’,” he suggests.

"‘Goose’ it is," Raph replies firmly, committing it to memory.

He lifts his good arm and drags his little brother into a solid hug, ignoring the twinge in his back and side. Leonardo scrambles to return the embrace, shoving his face against Raph’s unscarred shoulder and clinging for all he’s worth. Which is a lot. He’s worth so much. 

Later, when Raph’s got the electric heating pad on his arm and he and Leo are watching TikTok compilations to pass the time, Mikey comes through the infirmary door at top speed, waving his phone above his head like a maniac. 

“Look what Mondo sent me!” he shouts at full volume. “I put it in the group chat!”

The video shared in the Mad Dogz chat shows Liam being kicked out of the railyard, his bags tossed into the road. Sally is going off at him at the top of her lungs, and Hob is standing by with his arms folded like he’s fully ready to let her maul the guy, and the rest of the grown-up mutants are making it pretty clear with their body language that the goose isn’t welcome anymore. 

“Dunno what they saw on the security cam, but they effin’ hated it,” Mondo says in the recording, unbothered by the absolute chaos unfolding in front of him. “Good riddance, Liam sucks. Oh, Mikester, Hob wants to know if you guys’ll be back in the Kitchen for Herman’s D&D oneshot on Saturday so he knows how much food to order. He said you should bring your dad around this time—as if we need another boring old man in the group, ugh. Anyway, let me know and I’ll pass it along, dude!”

A weight Raph hadn’t even realized he was still carrying melts off his shoulders. Leo huffs under his breath, a disbelieving little laugh. 

“Can we go, Raphie?” Mikey asks with wide eyes. “Don worked so hard on all our character sheets. He even 3D-printed custom figurines.”

“My bard is going to carry this team,” Donnie says loudly from the next room, because he’s never met a private conversation he wouldn’t shamelessly listen in on. 

It’s so important to the Mutanimals that their young friends feel safe with them, and here’s proof of that in Mikey’s hands. Raph doesn’t fully understand why they care, but he’s grateful that they do. It didn’t hit him until now how much it hurt to have the railyard taken away—and how relieved he is that they can go back, after all. 

He squeezes the arm he still has around Leo’s shoulders, prompting his brother to look up at him. 

“What do you say, Fearless?” he says warmly. “Your call.”

Raph’s listening this time. 

[coochiequeens]

Internatioal Surrogacy is human trafficking of babies and the women used to create them.

MANILA, Philippines — The Bureau of Immigration has intercepted a woman who was lured into becoming a surrogate mother.

Immigration officials intercepted the 34-year-old woman at the airport on January 15 as she attempted to board a Turkish Airlines flight to Cyprus. There she was allegedly scheduled to undergo an in vitro fertilization (IVF) procedure.

Though she initially claimed to be traveling alone for leisure, immigration officers flagged her case after she inadvertently presented an IVF clinic invitation that contradicted her stated purpose of travel.

Further investigation revealed that the woman had agreed to serve as a surrogate mother for someone she met through a dating app, with promises of a P300,000 payment after giving birth.

In a statement, Immigration Commissioner Joel Viado warned that such schemes continue to proliferate, noting an increase in online advertisements for surrogacy and IVF-related services where victims are often pressured to comply with specific laboratory requirements.

"We warn females not to be tempted to agree to such schemes as this is a clear form of trafficking," Viado said.

The victim has been referred to the Inter-Agency Council Against Trafficking for assistance.

[samantha80ssuperstar]

All About Me!!!

Hey guys!!! My name is Samantha but everyone calls me Sam or Sammy For short. & I have a lot of interests & Fun things I love to do. I love making Art, seeing the creation that comes from my heart, I love Dancing because it's my Passion, Sing ofc because that's what I Wanna do for the Future.

My Favorite Shows I like to Watch:

Adventure Time

Steven Universe/Steven Universe: The Movie

Regular Show

Powerpuff Girls

Courage The Cowardly Dog

Dexter's Laboratory

Total Drama

My Little Pony: Friendship Is Magic

Spongebob Squarepants

Invader Zim

Sanjay & Craig

Hazbin Hotel

Rick & Morty

Helluva Boss

Full House/ Fuller House

Jersey Shore

Family Matters

Everybody Hates Chris

The Amazing World Of Gumball

Teen Titans/ Teen Titans Go

Uncle Grandpa

Clarence

Stranger Things

What We Do In The Shadows

Victorious

That's So Raven

Sam & Cat

Sailor Moon

Dragon Ball Z

Spy X Family

Demon Slayer

Powerpuff Girls Z

My Hero Academia

Care Bears

Rainbow Brite

Reading Rainbow

Smurfs

Tom & Jerry (The Original Series)

Looney Tunes (The Original Series)

The Flintstones

Scooby Doo: Where Are You?

The Jetsons

Yogi Bear

Favorite Movies I Love Watching:

Wicked (2024)

Sonic The Hedgehog 1,2,3 (2020 ,2022, 2024)

M3GAN (2023)

Shrek 1, 2, 3, 4 (2001, 2004, 2007, 2010)

Puss In Boots (2012) Puss In Boots: The Last Wish (2022)

Madagascar (2005), Madagascar: Escape 2 Africa (2008) Madagascar 3: Europe's Most Wanted (2012)

Legend (1985)

Big Trouble In Little China (1986)

Mannequin (1987)

Back To The Future (1985)

Flahsdance (1983)

Dirty Dancing (1987)

Mommie Dearest (1981)

Home Alone, Home Alone 2: Lost In New York (1990, 1992)

The Breakfast Cub (1985)

Pretty In Pink (1986)

Ferris Bueller's Day Off (1986)

The Goonies (1985)

Ladyhawke (1986)

Stephen Kings IT (1990)

IT (2017) IT: Chapter II (2019)

Child's Play 1, 2, 3, 4 (1988, 1990, 1991, 1998)

Nightmare On Elm Street 1, 2, 3, 4, 5, 6, 7 (1984, 1985, 1987, 1988, 1989, 1991, 1994)

SCREAM 1,2,3,4,5,6 (1996, 1997, 2000, 2011, 2022, 2023)

The Last Dragon (1985)

The Karate Kid 1, 2, 3, 5 (1984, 1986, 1989, 2010)

How The Grinch Stole Christmas (2000)

The Lord Of The Rings: The Fellowship Of The Ring, The Two Towers, The Return Of The King (2001, 2002, 2003)

I, Robot (2004)

The Pirates Of The Caribbean: The Curse Of The Black Pearl

Maleficent (2014)

Honey, I Shrunk The Kids!!! (1989)

Things I Like To Do:

Drawing some Art

Listening to some 80s Freestyle, Hip-Hop, Bollywood, Rock, Reggaethon , Salsa, Brazilian Music

Hanging out with my Buddies Online

Dancing to Just Dance Videos or TikTok Videos

Going Out to Dinner or Special Places like Carowinds, Myrtle Beach

Having Movie Nights With My Mom

My Favorite Apps I Like Being On:

YouTube

TikTok

Discord

Tumblr

Favorite Foods:

Pizza

PB N J Sandwich

Spaghetti & Meatballs

Meatloaf

Macaroni & Cheese

Chicken & Nuggets & French Fries

Burger (With No Cheese)

Steak & Mash Potatoes

Chicken & Rice

Chocolate Cake

Chocolate Chip Cookies

Oreos

Chocolate Muffins

KitKats

M&Ms

Hershey's Milk Chocolate

Reese's Peanut Butter Cups

Chocolate Ice Cream

Favorite Singers/Rappers/Groups/Bands:

Michael Jackson

Madonna

Lionel Richie

Whitney Houston

George Michael

Lady Gaga

Rihanna

Ice Spice

Megan Thee Stallion

Gorillaz

Franz Ferdinand

Katy Perry

P!NK

Olivia Rodrigo

Taylor Swift

Bruno Mars

SZA

Adele

Ariana Grande

Cynthia Erivo

Billie Eilish

Brandy & Monica

TLC

Cyndi Lauper

Gloria Estefan

Laura Branigan

Missy Elliot

XXXtentacion

Post Malone

My Old Post Is @80ssuperstar Check It Out!!

My YouTube Page:

Here's a little of some Face Reveals: (P.S. Yes I made a Sonic The Hedgehog Drawing!)

For: @sugar-miss1 @franmxm16, @nicomxm23, @isrrael120, @siinhorhy, @nightmarereverie, @camilitamaellard, @pinkcandycatmakesart, @apollothedeity, @anifaz, @gootie, @orchestralauthor, @kiko2032, @tuxedocatfamily, @marcanimation, @charly235, @loudlyhappycupcake, @untitled14360, @sleepi-toasti, @br333, @nwn222, @moonlighteclipse17, @groovyathletefestivalegg, @cleislaspiderbat, @cariondrawing

[lov3rachan]

He wants to Lix me up like ice cream

Summary: After sneaking around for ages, you have finally found a way out of the shadows.

Pairing: Felix x reader

Genre: Fluff, gender neutral (you/your)

Warning: none

Word count: 723 words

Series: ValenTinder

Comment: I hope yall like it! This has established relationship, unlike the others!

Requested by: no one

Written: 11.03.2025, 13.03.2025

Thanks to: @skzdreamer13 for helping me! Sorry bae i’m always in your dms about this

Taglist: @skzdreamer13 , @blueohs , @heartsbyani , @modesttiger , @my-neurodivergent-world

Network: @supernovanetwork

Felix had been in a relationship with you for ages, your love hidden away from the cameras and your companies.

As the dating app was released, however, he saw the chance to finally go public.

After a lot of convincing and puppy eyes, you were persuaded to give your boyfriend’s plan a try and downloaded the app.

A few hours after swiping through your respective accounts, you finally found his account and teased him for the member’s comments under his profile.

As you swiped right, he laughed as he pouted and stared at it, acting as if he was pondering whether to accept or not.

“Babe, I got a date. Should I accept?” He asked with a smile.

“Just hurry up, Lee!” You laughed.

“Lee? Ouch, do you not love me anymore?” He acted, keeping his phone out of your reach and bringing his free hand to his chest, as if he had been physically wounded.

As you claimed over the couch to read the phone and accept the date request yourself, he pulled you close to him.

“I’m accepting, relax” he laughed, his lips a few centimetres from yours “But I’m gonna need a kiss as payment”.

After quickly giving him a peck, you clicked on the “accept” button and rushed away.

“I said a kiss!” He screamed, his deep voice resonating in your house, as he ran after you.

Once he was able to trap you in his arms, hugging you from behind, he started to pepper you with kisses.

“I love you so much babe. You have no idea how precious you are to me”, he said in between kisses.

As you finally graced him with a proper kiss, he melts into it, his lips raising into a smile against yours.

“I can’t believe I finally get to show you off to everybody” he whispered against your neck.

A part of him had always been worried about being caught.

It wasn’t that he felt ashamed of you or your love, quite the contrary.

If he could have, he would have shouted it from every single rooftop, rivalling Changbin’s loudness.

However, he was well aware of how much both your careers would have suffered from going public like that.

This time, however, he had the company backing him, thanks to the DatEnt project.

Finally, he was going to be able to let go of all restraint and show you how much he loved you no matter where he was, whether it was in private or in public.

Sure, he knew that you were both bound to get some hate but he knew you would get through it together.

Some said that happiness couldn’t be held but he would have disagreed, right in that moment, he had his happiness in his arms.

The date came and you had both agreed to act like it was your first date and, to be fair, it really was your first time in a public space.

The baking laboratory that the companies planned for you two was filled with other couples on first dates, mostly middle aged, who couldn’t care less about the two idols a few metres from them.

For that reason, Felix kind of threw your plan to act like strangers out of the window, as he nuzzled against you as you mixed the ingredients together.

“We’re supposed to be strangers getting to know each other, Lixie. You can’t be all over me like this” you said with a giggle, especially after seeing his pout.

“Well, you’re just that irresistible” he complained, sprinkling a bit of flour on your hair: “You’re a flour fairy”.

Well, the flour fairy replied to the attack and a small food fight ensued… which did get you two kicked out of the laboratory.

After a quick stop to get ice cream to bribe Seungmin into signing up and getting a date and off your case, you went home to cuddle on the couch.

You might have been kicked out of the baking laboratory but your goal had been achieved: now you just had to tell the companies how well the date went and how you wanted to go public.

It was going to be okay, he told himself.

With you in his arms, he could do anything and displaying his affections for you… that was as easy as breathing.

[biomedical-journey]

If you’re finding it hard to focus or get through a tough semester… try and find ways to make your surroundings comfortable so you’re motivated to sit down and work. 📚🙇🏻‍♀️

This is quite a tough semester for me and finding the energy to finish all my work is tough.

These are things that help me so far:

• Forest App 🌲to stop phone distractions and help keep track of the time ⏱️I spend on tasks

• 🎧 Headphones or earplugs to help me lock in and ignore my surroundings

• Music 🎶 for times when I need something in the background

• Water 💧 to keep hydrated

• Switching up study locations from time to time so as to not get tired of staying in the same place all the time.

• Breaks to try and avoid burning out (especially off screen breaks to ease my eyes)

[jcmarchi]

Toward a code-breaking quantum computer

New Post has been published on https://thedigitalinsider.com/toward-a-code-breaking-quantum-computer/

Toward a code-breaking quantum computer

The most recent email you sent was likely encrypted using a tried-and-true method that relies on the idea that even the fastest computer would be unable to efficiently break a gigantic number into factors.

Quantum computers, on the other hand, promise to rapidly crack complex cryptographic systems that a classical computer might never be able to unravel. This promise is based on a quantum factoring algorithm proposed in 1994 by Peter Shor, who is now a professor at MIT.

But while researchers have taken great strides in the last 30 years, scientists have yet to build a quantum computer powerful enough to run Shor’s algorithm.

As some researchers work to build larger quantum computers, others have been trying to improve Shor’s algorithm so it could run on a smaller quantum circuit. About a year ago, New York University computer scientist Oded Regev proposed a major theoretical improvement. His algorithm could run faster, but the circuit would require more memory.

Building off those results, MIT researchers have proposed a best-of-both-worlds approach that combines the speed of Regev’s algorithm with the memory-efficiency of Shor’s. This new algorithm is as fast as Regev’s, requires fewer quantum building blocks known as qubits, and has a higher tolerance to quantum noise, which could make it more feasible to implement in practice.

In the long run, this new algorithm could inform the development of novel encryption methods that can withstand the code-breaking power of quantum computers.

“If large-scale quantum computers ever get built, then factoring is toast and we have to find something else to use for cryptography. But how real is this threat? Can we make quantum factoring practical? Our work could potentially bring us one step closer to a practical implementation,” says Vinod Vaikuntanathan, the Ford Foundation Professor of Engineering, a member of the Computer Science and Artificial Intelligence Laboratory (CSAIL), and senior author of a paper describing the algorithm.

The paper’s lead author is Seyoon Ragavan, a graduate student in the MIT Department of Electrical Engineering and Computer Science. The research will be presented at the 2024 International Cryptology Conference.

Cracking cryptography

To securely transmit messages over the internet, service providers like email clients and messaging apps typically rely on RSA, an encryption scheme invented by MIT researchers Ron Rivest, Adi Shamir, and Leonard Adleman in the 1970s (hence the name “RSA”). The system is based on the idea that factoring a 2,048-bit integer (a number with 617 digits) is too hard for a computer to do in a reasonable amount of time.

That idea was flipped on its head in 1994 when Shor, then working at Bell Labs, introduced an algorithm which proved that a quantum computer could factor quickly enough to break RSA cryptography.

“That was a turning point. But in 1994, nobody knew how to build a large enough quantum computer. And we’re still pretty far from there. Some people wonder if they will ever be built,” says Vaikuntanathan.

It is estimated that a quantum computer would need about 20 million qubits to run Shor’s algorithm. Right now, the largest quantum computers have around 1,100 qubits.

A quantum computer performs computations using quantum circuits, just like a classical computer uses classical circuits. Each quantum circuit is composed of a series of operations known as quantum gates. These quantum gates utilize qubits, which are the smallest building blocks of a quantum computer, to perform calculations.

But quantum gates introduce noise, so having fewer gates would improve a machine’s performance. Researchers have been striving to enhance Shor’s algorithm so it could be run on a smaller circuit with fewer quantum gates.

That is precisely what Regev did with the circuit he proposed a year ago.

“That was big news because it was the first real improvement to Shor’s circuit from 1994,” Vaikuntanathan says.

The quantum circuit Shor proposed has a size proportional to the square of the number being factored. That means if one were to factor a 2,048-bit integer, the circuit would need millions of gates.

Regev’s circuit requires significantly fewer quantum gates, but it needs many more qubits to provide enough memory. This presents a new problem.

“In a sense, some types of qubits are like apples or oranges. If you keep them around, they decay over time. You want to minimize the number of qubits you need to keep around,” explains Vaikuntanathan.

He heard Regev speak about his results at a workshop last August. At the end of his talk, Regev posed a question: Could someone improve his circuit so it needs fewer qubits? Vaikuntanathan and Ragavan took up that question.

Quantum ping-pong

To factor a very large number, a quantum circuit would need to run many times, performing operations that involve computing powers, like 2 to the power of 100.

But computing such large powers is costly and difficult to perform on a quantum computer, since quantum computers can only perform reversible operations. Squaring a number is not a reversible operation, so each time a number is squared, more quantum memory must be added to compute the next square.

The MIT researchers found a clever way to compute exponents using a series of Fibonacci numbers that requires simple multiplication, which is reversible, rather than squaring. Their method needs just two quantum memory units to compute any exponent.

“It is kind of like a ping-pong game, where we start with a number and then bounce back and forth, multiplying between two quantum memory registers,” Vaikuntanathan adds.

They also tackled the challenge of error correction. The circuits proposed by Shor and Regev require every quantum operation to be correct for their algorithm to work, Vaikuntanathan says. But error-free quantum gates would be infeasible on a real machine.

They overcame this problem using a technique to filter out corrupt results and only process the right ones.

The end-result is a circuit that is significantly more memory-efficient. Plus, their error correction technique would make the algorithm more practical to deploy.

“The authors resolve the two most important bottlenecks in the earlier quantum factoring algorithm. Although still not immediately practical, their work brings quantum factoring algorithms closer to reality,” adds Regev.

In the future, the researchers hope to make their algorithm even more efficient and, someday, use it to test factoring on a real quantum circuit.

“The elephant-in-the-room question after this work is: Does it actually bring us closer to breaking RSA cryptography? That is not clear just yet; these improvements currently only kick in when the integers are much larger than 2,048 bits. Can we push this algorithm and make it more feasible than Shor’s even for 2,048-bit integers?” says Ragavan.

This work is funded by an Akamai Presidential Fellowship, the U.S. Defense Advanced Research Projects Agency, the National Science Foundation, the MIT-IBM Watson AI Lab, a Thornton Family Faculty Research Innovation Fellowship, and a Simons Investigator Award.

[90scartoonszine]

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[cokou]

—MY DEAREST RESEARCHER♡

༄ ғᴀɴᴅᴏᴍ ➢ One Piece ༄ ғᴇᴀᴛᴜʀɪɴɢ ➢ Law x Fem!Reader ༄ ʀᴀᴛɪɴɢ ➢ NSFW // Smut // MDNI! ༄ ᴄᴏɴᴛᴇɴᴛ ᴅɪsᴄʟᴀɪᴍᴇʀ ➢ Fingering, PIV sex, porn, Law literally fucks you on a lab, Semi-naked sex, Desk fucking, Shit Writing, & Concerning Themes ༄ ᴀ/ɴ ➢ Do not transfer my works to any other platforms // this is my only account, will not be cross posted to any other sites or apps! Also MDNI, NSFW Content ahead <3 I hope no one has done this yet Oofs :)

—For the past few weeks, your Captain, Law had focused into a research about the side of feminity. (Just pretend he doesnt know much)

And, for the past few weeks, he'd also call you to help him at his research lab. Asking you all kinds of questions such as, 'what does it feel like? ' or 'how does it feel when—' this and that. Some questions being personal as well. —

This was no different day, he asked you to go help him at his research lab. So, of course you went to help him— i mean there's nothing more to do on such a boring day. You peeked inside his lab on a small opening of the door, he noticed you and welcomed you in.

You sat on the stool nearest to him and quietly explored the lab with your eyes, ready to answer his embarrassing questions.

"So," he clears his throat while looking at his notes. "We'll try something different today, but, before we start, wear this." He gave you a, hospital gown?

You sighed, "Are you gonna operate on me?"

.

"No, not today. "

You nodded slightly, "It can't be too different anyway." Just his presence is enough to make your heart beat faster. Now you're wondering how different this would be.

"lay here." He taps the Laboratory Caster (if thats what you call it) , his voice low but commanding.

You looked at him with a confused look—, he had never asked you to lay on a caster, usually he'd ask you these questions on a chair, so, this was definitely different.

"C'mon, we don't have all day" he snaps his fingers at you with a small grin, his look made you think if he's gonna eat you alive or what.

You followed his order and laid down on the caster whilst looking at him, waiting for his orders.

"So,—" He paused. "Spread your legs."

You were taken aback if what he had just asked you to do, clearly embarrassed at the same time, you took your time to process what he had said, thinking that you just misheard him.

"S-sorry? Did i hear you corr—", "Yes." He cutted you off, now you're confused AND embarrassed. You didn't even know what to do, so you just obeyed him and slowly parted your legs. You're not sure where this is going, or how this will escalate. You had so much thoughts going on inside of your mind that you didn't hear what he was saying.

"Ehem, are you listening?" He cleared his throat, tapping his shoe on the floor.

"Sorry, what were you saying?"

.

"Nevermind it." He held your hips tightly that you swore he left imprints on it, he then pushed your legs apart, enough for him to see the underwear you were wearing. He had a sly grin spread on his face as he eyes you.

"C-Captain? What are you—" His sudden movements sent shivers down your spine, it doesn't help that his lab was on a cooler side.

"Hmm." He pressed his tatooed thumb on your clothed clit, making you jump and gasp loudly.

"How'd that feel?" He was looking up on your face then down onto your clothed pussy.

"Mh, felt gd'.." You were thinking that, since you and him had escalated on the research so far, that, he took it on whole another level.

"hm, how about—" he pressed his thumb onto your clothed clit once again and started rubbing it in circles. "This?" .

You gasped at the feeling, biting back a moan from your lips. "g-good'.."

He took his thumb back, reaching for his pen and started writing down your reactions— from you gasping and moaning just with him touching your clothed clit.

"Let's proceed then." He placed his clipboard down, resting his hands on your hips once again. You felt him playing with your underwears string, tugging it and slightly pulling it. Once he got a grip on it, he slowly pulled it off you, connecting yourself with a thin string of slick.

"Let's not get excited shall we? It's only a research purpose." You're sure it's more than a research purpose with that grin on his face.

"Uhm..i dont—, exactly know how this helps you.." you could feel the atmosphere inside the room thicken, which makes you have goosebumps all over your body. You pressed your thighs together hoping to get yourself to grip it and stop, but he didn't let you.

"Stay like that." He wasted no time into playing with your now, bare pussy. He traced the entrace, circling around your clit, hoping to get reactions out of you. You, on the other hand, was already giving out groans and gasps as he touches your slick covered cunt.

He stopped for a second, then slowly enters two of his tattooed digits inside your core, quickly receiving a moan from you. He scissored his fingers, twisted, and added one more finger inside. You—, still not sure of what to do, just followed how everything flew.

He took his digits out, wiping them on his clothes and grappled his clipboard and started to write everything down. It's as if he's almost trying to know everything about you and your body, which he is probably doing.

You sit up slowly and peeked onto his sheets—, which are full of written down reactions and how you felt like. You're starting to get a grip of what he's trying to do.

"I told you not to move, yes?" He looked up from the sheets of paper to you,

"Sorry.." you positioned yourself as the position you were in a while ago, which was literally you, laying down, with your legs wide open. It was starting to make you have cold feet, and embarrassed.

You heard the sound of a metal clank, only to be greeted by a pair of a cold hand on knee, with his other hand already on your core once again. He slowly entered two of his fingers inside you, his thumb resting on your clit. With just his fingers, it was enough for you to feel as fuck.

He slowly thrusted his digits in and out, with his thumb circling on your clit.

You were already a moaning mess with just his fingers alone, and— you weren't expecting this to happen at all.

"Enjoying yourself too much?" You couldn't see his face as you shut your eyes so tightly due to the stimulating pleasure that he was giving you, but you were sure that he was grinning while playing with your cunt.

"Mhmore..please..." You already gave in to the pleasure that he was giving you, it felt too good, so good that you could feel your eyes rolling back into the back of your skull. And, it was only his fingers still.

He took his fingers out of you, earning a loud gasp from you, "why'd y' stop..?" You felt impatient as you waited for him to initiate a move,

"Stand up." His tone was serious, but you could tell that he wasn't at all serious. You picked yourself up and stood Infront of him.

"Be a doll and bend yourself over over this desk, I'll be right back." He lightly taps the desk beside you.

He left the room, so you decided to obey him and you bent yourself over the cold netal desk. You felt another goosebump laying on your body as you waited for him to return. It had been minutes, and soon you heard the door clicked, you turned your head to the sound but was pushed back down onto the desk, with your arms for support.

"It's good to know that you obey orders every now and then." You received a loud slap on the ass as you felt him grab the hem of your dress and he lifts it up, completely exposing your bare ass. You jumped at the sudden feeling and press yourself on him.

"Please.."

"Please what? Use your words." He was milking out the sound of begging out of you and it was working, you think hes a total devil for making you do something so embarrassing.

"Please just— touch me..." You buried your face harder onto your arms as the embarrassment floods your mind.

"Alright-ya." Just as soon as the words escape his mouth, you felt him press up his hand on your ass as he discards his pants using his free hand. You felt his cock sprung out as it hit your ass. He pressed it on your entrance teasingly, slowly entering your cunt.

You moaned it response as you felt him enter you, feeling like you were being torn apart from your core. He slowly thrusted in and out, and eventually picking up his pace. Skin slapping could be heard along with grunts and moans all over the room— or even outside the lab. Your face buried in your arms so hard you feel like you're bruising yourself.

He continued with his pace up for longer, eventually making you close to your climax. "m'close!" But god he probably knows just by the way you clenched on his throbbing cock.

"Fuck— me too-" you came not too long later, and him following just moments later. He stayed inside you for a good minute or two, eventually pulling out, making you moan.

You dropped onto the floor, ass first as he grabs hus sheets.

"Ya, thanks for helping me." He was grinning while looking at you now.

"It's research purposes y'know!" You give him a sly wink and a thumbs up.

"Then you won't mind helping me out again, ya? After all it's a 'research purpose' you say."

©Cokou 2024, all works belongs to me.