Saxaphone science projects

So my former friend, let’s call her Flower. About 6 months ago, I met Flower at my new school. Originally, I intended to stay friendless but Flower introduced herself to me and through some weird twist of partially untruthful events, we became friends. Anyways, at first I thought she was a little outspoken and opinionated than most other people, which I didn’t have any issues with at first. For context, our friendship before all the other issues was actually pretty decent. We shared common intrests and morals.
At one point, I had a little bit of a crush on her and I’m almost 100% sure she really liked me, like more than me. Which I blame on myself because I purposefully held hands with her on a few occasions, flirted with her, and all that other signal stuff. I’m pretty sure the only reason I even started liking her in the first place was because another girl I was close friends with had recently cut contact with me when I told her I liked her, around the same time I had met Flower. But recently I realized she has some issues with her social filter. Flower would just say some really unhinged things outloud.
For example, yelling to a girl with autism to “shut the fuck up” in class as well as picking on that same girl on an almost daily basis, telling boys that they’re gay even if they’re not and possibly making them feel insecure like for example two guys who are just walking by her and she just says “oooh how fruity” or “you guys are so gay” yall get the point. It’s not that she’s homophobic or anything like she’s actually gay too but idk that isn’t normal for people to just say outloud, and that was only a few examples of some of the things she said. The worst part was that Flower expected me to get behind her on everything she said. I tried not to obviously, I even apologized to a few people after she was done slandering them. I started giving her the cold shoulder for a few weeks after I began to take notice to her true colors, even ditching classes and running away from her to avoid seeing and talking to Flower.
It got so bad that about a week ago I sent her a really long text listing all the messed up things she’s done and said, that she really needs to fix whatever possesed her to do that crazy shit, and that I want no assosiation with her until she does fix her issues. Which, in hindsight was probably not the smartest move considering I have social studies and science projects with her. I’m 99% sure she cried after I sent her that text because I sent it to her in a class that I have with her and a few minutes after I sent it she went to the restroom and didn’t come back for like 10 minutes. Anyways, for the rest of the week, I’m a little ashamed to say I made it like my goal to smile at her everytime I saw her and act like I was living my best life while she was sulking and looking like a baby who throws a lot of tantrums(i don’t know how else to describe it that isn’t an insult to her). I even sent Flower a follow up message basically saying stop acting like a baby and man up(not in those words but that was like the sub text).
I feel bad for her, because I know I accidentally did that manipulation tactic on her. For those who aren’t familiar with it, it’s when you give a person a lot of love and attention then unexplainable draw back and be really cold to them, the person will miss the way they felt with your attention and crave your attention even more(or in my case making it hurt even more when I gave Flower an ultimatum).
So, people of Reddit, what do I do now? Any advice? Because I still have to see her and talk to her for school on an almost daily basis.

https://preview.redd.it/fs8frmmhbd0d1.png?width=1230&format=png&auto=webp&s=65b57760fd3db5e61ce0c75c348ac88fb95f5515
Got news yesterday that my company will be closing in the next month, so getting ready to start sending out applications again. This resume is decently similar to my last one, except that didn't have my top role on it, and the last resume got me maybe 5 interviews from 70 applications. Worried that I cover too wide of a range of topics. Ideally, I'd stay in a niche of Machine Learning film/tv pipelines- however, this is a very niche niche, and I don't see many postings for it. So I'll be applying for everything in film.
My second point pertains to Virtual Production (if you're not familiar, it's the big LED stage they made The Mandalorian with), and my fourth is for data science/analysis. I'm keeping the second because it's film-related, it shows leadership capabilities, and I have exact numbers. I'm keeping the fourth because data analysis is a component of machine learning, and I learned a lot from that role- I definitely have a lot to talk about from it, and CS interviewers love to hear about how I improved a social science study with algorithms.
I guess my question is, along with any general critique on formatting, phrasing, wordiness, anything; would I be better off removing unrelated roles when I apply to certain positions, or should I leave them? I will probably apply to Virtual Production and Data analysis roles, as like I said, my specialty is decently difficult to find listings for. I also have a personal project more directly related to Film-ML pipelines, I could remove one of the bullets and add a projects section.
Tl;dr should I remove unrelated positions when applying to certain roles, any and all feedback is appreciated. Thanks!

I'm and Australian, and so this is targeted to those who are developers here but I have been very interested the past year in becoming a software developer. Currently due to Family and working commitments im unable to study on campus so online is my only option.
Currently Im enrolling into Bachelors of IT as its my only option for online study for a degree. My question is; how hard is it to get a job out of Uni with and IT degree instead of say a Computer science degree in Australia? I understand that I'll need to do external study and projects to go showcase my coding etc but im wondering how many others have become developers from and IT degree?
Thanks in Advance!

The Chaos Magician embarks on a journey of exploration and transformation, navigating the tumultuous seas of consciousness and reality. Drawing upon ancient wisdom, modern science, and intuitive insight, the Chaos Magician transcends the confines of traditional magickal paradigms to embrace the boundless potential of chaos and uncertainty. In this abstract, we delve into the multifaceted aspects of Chaos Magick, a dynamic and ever-evolving system of magickal practice that embraces spontaneity, creativity, and personal empowerment. The Chaos Magician harnesses the chaotic forces of the universe to manifest intentions, shift perceptions, and cultivate profound transformations in their life and reality. Key principles of Chaos Magick, including belief as a tool, synchronicity and serendipity, reality shifting, and personal will and intent, are explored in depth. The Chaos Magician cultivates a mindset of creativity, uncertainty, resilience, and perceptual flexibility, embodying the essence of chaos as a catalyst for growth and evolution. Tools and techniques utilized by the Chaos Magician, such as sigil magick, ritual magick, chaos magick spells, and astral projection, are discussed in detail. By mastering these techniques, the Chaos Magician navigates the astral realm, explores alternate realities, and unlocks hidden potentials within themselves and the universe. Advanced concepts within Chaos Magick, including quantum magick, reality hacking, and time magick, are also explored, revealing the intricate interplay between consciousness, reality, and the fabric of existence. Through the integration of these advanced concepts, the Chaos Magician transcends the limitations of linear thinking and embraces the fluidity and unpredictability of the quantum realm. In conclusion, the Chaos Magician stands as a visionary explorer and architect of reality, wielding the chaotic forces of creation to sculpt their destiny and shape the world according to their will. Through dedication, experimentation, and a willingness to embrace the unknown, the Chaos Magician embodies the essence of chaos as a powerful force for transformation and liberation.
https://www.researchgate.net/publication/380545290_The_Chaos_Magician

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I am a domestic high school graduate who has already taken the college entrance examination (Gaokao), majoring in the sciences, with a keen interest in computer science and mathematics. I'm the first generation of university students in my family, and we are not financially affluent. I don't have a green card, and I'm also Deaf and a member of the LGBTQ+ community.
During my time in high school, I maintained an average score of 95. In language proficiency exams, I scored 71 on the TOEFL, with sub-scores of 28 in reading, 22 in writing, 15 in listening, and 6 in speaking (I couldn't exempt from the speaking and listening exams, but I will explain this situation during the application process). I plan to take the SAT exam in June and a special TOEFL exam in August.
Regarding my major in computer science and mathematics, I'm considering switching to a different field such as linguistics, education, or psychology.
Honors:

• Excellent Award in the National Writing Competition (30 out of 5000 participants)
• Third Prize in the Jiangsu Province Disability Programming Competition (3 out of 800 participants)
• Second Prize in the City High School Mathematics Competition (2 out of 480 participants)
• School Scholarship Recipient (1 out of 50)
• Third Prize in the 10th City "Chinese Dream" High School Talent Competition (3 out of 1900 participants)

List of Activities:

1. Developer of a sign language translation app (with over 1 million users)
2. Project leader (designing assistive technologies for the blind and Deaf using Python and C++)
3. Organizer of Pride Parade (established the DEAF Rainbow Club)
4. Founder of a studio
5. Theater director (collaborating with United Deaf & Hearing Artists to promote inclusive narratives in multilingual collaborative theaters)
6. Assistant at a family farm
7. Family caregiver
8. Chief designer
9. Math tutor
10. Deaf sign language dance troupe I also wanna hear your thoughts on that. Thank you so much for reading, and I'm happy to pm you my profile in case you wanna assist. Thanks in advance for any help you can provide and look forward to hearing from you

I am a domestic high school graduate who has already taken the college entrance examination (Gaokao), majoring in the sciences, with a keen interest in computer science and mathematics. I'm the first generation of university students in my family, and we are not financially affluent. I don't have a green card, and I'm also Deaf and a member of the LGBTQ+ community.
During my time in high school, I maintained an average score of 95. In language proficiency exams, I scored 71 on the TOEFL, with sub-scores of 28 in reading, 22 in writing, 15 in listening, and 6 in speaking (I couldn't exempt from the speaking and listening exams, but I will explain this situation during the application process). I plan to take the SAT exam in June and a special TOEFL exam in August.
Regarding my major in computer science and mathematics, I'm considering switching to a different field such as linguistics, education, or psychology.
Honors:

• Excellent Award in the National Writing Competition (30 out of 5000 participants)
• Third Prize in the Jiangsu Province Disability Programming Competition (3 out of 800 participants)
• Second Prize in the City High School Mathematics Competition (2 out of 480 participants)
• School Scholarship Recipient (1 out of 50)
• Third Prize in the 10th City "Chinese Dream" High School Talent Competition (3 out of 1900 participants)

List of Activities:

1. Developer of a sign language translation app (with over 1 million users)
2. Project leader (designing assistive technologies for the blind and Deaf using Python and C++)
3. Organizer of Pride Parade (established the DEAF Rainbow Club)
4. Founder of a studio
5. Theater director (collaborating with United Deaf & Hearing Artists to promote inclusive narratives in multilingual collaborative theaters)
6. Assistant at a family farm
7. Family caregiver
8. Chief designer
9. Math tutor
10. Deaf sign language dance troupe I also wanna hear your thoughts on that. Thank you so much for reading, and I'm happy to pm you my profile in case you wanna assist. Thanks in advance for any help you can provide and look forward to hearing from you

I am a domestic high school graduate who has already taken the college entrance examination (Gaokao), majoring in the sciences, with a keen interest in computer science and mathematics. I'm the first generation of university students in my family, and we are not financially affluent. I don't have a green card, and I'm also Deaf and a member of the LGBTQ+ community.
During my time in high school, I maintained an average score of 95. In language proficiency exams, I scored 71 on the TOEFL, with sub-scores of 28 in reading, 22 in writing, 15 in listening, and 6 in speaking (I couldn't exempt from the speaking and listening exams, but I will explain this situation during the application process). I plan to take the SAT exam in June and a special TOEFL exam in August.
Regarding my major in computer science and mathematics, I'm considering switching to a different field such as linguistics, education, or psychology.
Honors:

• Excellent Award in the National Writing Competition (30 out of 5000 participants)
• Third Prize in the Jiangsu Province Disability Programming Competition (3 out of 800 participants)
• Second Prize in the City High School Mathematics Competition (2 out of 480 participants)
• School Scholarship Recipient (1 out of 50)
• Third Prize in the 10th City "Chinese Dream" High School Talent Competition (3 out of 1900 participants)

List of Activities:

1. Developer of a sign language translation app (with over 1 million users)
2. Project leader (designing assistive technologies for the blind and Deaf using Python and C++)
3. Organizer of Pride Parade (established the DEAF Rainbow Club)
4. Founder of a studio
5. Theater director (collaborating with United Deaf & Hearing Artists to promote inclusive narratives in multilingual collaborative theaters)
6. Assistant at a family farm
7. Family caregiver
8. Chief designer
9. Math tutor
10. Deaf sign language dance troupe I also wanna hear your thoughts on that. Thank you so much for reading, and I'm happy to pm you my profile in case you wanna assist. Thanks in advance for any help you can provide and look forward to hearing from you

choosing the Right IT Course: A Guide to Finding Your Path in the Tech World
Best IT Courses
In the present era of digital advancement, the need for proficient IT experts has increased significantly. The IT field is booming with opportunities, no matter if you've just passed out of college. Yet, navigation through the formation of courses and specialisations can be daunting. This blog aims to look into some top-notch IT courses and offer insights on selecting the most suitable one for your aspirations.

1. Assess your interests and goals.

Goal
Hold on! Don't dive headfirst into IT courses just yet. Take some time to check on your interests and career goals. Do you love building programs? Are you fascinated by online security? Maybe data analysis is your jam, or keeping networks running smoothly gets you going? The right course is out there, but it all starts with understanding your interests and career aspirations.

1. Research Different Specialisations:

Research Different Specialisations:
IT is a giant toolbox with many specialised tools inside.
Here are a few of the most popular ones:
Software Development: If you are a coding expert who loves coding and building new things, this course is for you! Learn languages like Java, Python, or C++ and get your hands dirty creating applications and software systems.
Cybersecurity: With cybercrime on the rise, protectors are in high demand! Cybersecurity courses teach you ethical hacking, how to secure networks, and spot threats, making you a hero against cyberattacks.
Data Science: Data is king these days, and data scientists are the key to unlocking its secrets. Learn about statistics, machine learning, and data visualisation to become a master in this booming field.
Network Administration: The behind-the-scenes heroes of IT! Network administrators keep an organisation's network running smoothly and securely. Learn about routing, switching, and network security to become a network expert.

1. Consider Industry Demand:

Industry Demand
Don't just follow your heart, follow the job market too! Research what IT skills are in high demand right now. By selecting a course packed with skills companies crave, you'll stand out from the crowd and snag your dream job in no time.

1. Evaluate Course Content and Curriculum:

Content and Curriculam
After creating a shortlist of courses aligned with your IT aspirations, dive deeper to assess their curriculum. The strongest program will provide a thorough exploration of the subject, not just a surface-level introduction. Hands-on experience is vital in IT, so prioritise courses with opportunities to apply your knowledge through practical exercises. Real-world projects or internships are like gold – they'll give you practical experience and make you a much stronger candidate in the eyes of potential employers. Beyond the course content, consider practicalities like duration – how much time can you realistically dedicate to your studies? Think about the learning format – classroom setting for structure or online for flexibility? Finally, some employers value accreditation from a reputable institution, so factor that in as well. By meticulously evaluating these elements, you'll be well-equipped to select the ideal IT course that launches you toward your desired career path.

1. Seek Feedback and Recommendations:

Feedback and Recommendations
After shortlisting a few IT courses, don't stop there! Connect with IT professionals or graduates of those programs to get the inside scoop. Their real-world experiences can provide valuable insights you won't find in a brochure. Talk to them about the quality of the course, how relevant the curriculum is to actual IT jobs, and what the overall learning experience was like. This firsthand information can be invaluable for making the best choice for your IT education.

1. Consider Certification and Credentials:

Certification and Credentials
Many IT courses offer certification upon completion, which can enhance your credentials and credibility in the job market. Research industry-recognized certifications relevant to your chosen field and consider courses that provide preparation for these exams. Holding certifications demonstrates your expertise and commitment to continuous learning, making you a more attractive candidate to employers.

1. Evaluate Cost and Return on Investment (ROI):

ROI
Powering up your IT skills with courses is a great career move, but treat it like an investment. Before you enrol, do some budgeting. Factor in the tuition costs, any hidden extras like textbooks or software, and see if there's financial aid or scholarships to ease the financial blow. It's also smart to research the average salary in your chosen IT field. This will help you estimate the Return on Investment (ROI) and figure out how long it might take to see your education pay off financially.

1. Stay Updated on Industry Trends:

The IT world is like a fast-moving river, with new tech and trends constantly popping up. Even after you choose a course and land your IT job, keep learning! Stay on top of industry developments, hot new advancements, and any emerging technologies relevant to your specialisation. There are tons of resources available, from ongoing learning programs to online courses. Keep feeding your IT knowledge to stay ahead of the curve and future-proof your career.
Best IT institute in Gurgaon
Ultimately, choosing the right IT degree is a crucial initial stride toward forging a rewarding career in computing. By carefully assessing your ambitions, exploring diverse specialisations, considering industry needs, reviewing course content, seeking advice, pondering certification, evaluating expenses, and staying attuned to industry shifts, you can make an informed decision tailored to your aspirations. Remember, the optimal course is the one that not only equips you with practical skills but also motivates you to pursue your professional goals fervently.
Dev Sharma

Hey everyone, I’m typing this on my phone so I apologize if there is weird formatting. Anyways, to get to the point, there’s something really off with some people on my campus. I have come seeking answers.I noticed it first walking home from my 7pm class last Wednesday.
To set the scene, most of the campus is tucked back into the woods a little, and my 7pm class is in the farthest building from the parking lot (further into the woods). I get out from that 7pm class around 9pm, so on cloudy nights like last Wednesday, the only lights on that long sidewalk are the lights radiating from the other buildings. Usually, there’s roughly 30 feet where it’s pitch black because the foliage is pretty dense. I usually walk back to my apartment with some classmates that live in the same complex as me, but I told them to go ahead of me while I finished the rest of the project.
After packing my laptop away, I started heading back home. It was roughly 9:30 at this point, and my brain was slowly shutting down preparing for the deep sleep that has yet to come.Walking down the sidewalk, I heard somebody not too far into the woods laughing like they’ve just heard the funniest joke ever. I immediately thought, “probably some Freshman walking the trails with their friends smoking weed”. Chuckling to myself, I put in my AirPods and picked a playlist for my journey back home.
When I looked up from my phone, there was the silhouette of somebody walking towards me. I have no idea how I missed them before, but honestly, it’s very possible they were just in a spot where the light wasn’t quite reaching them. A little unnerved, I shifted over to the left side of the sidewalk.
(Now I’m usually fine walking alone at night; I’m a 6’2 man who’s dabbled in the world of MMA. But something about this person gave me a primal feeling of unrest.)
When they shifted over to the left mirroring me, I felt my blood run cold. But alas, I had to keep walking because this was my only way back home. As I neared closer to the figure, I almost laughed at myself when I realized it was just some harmless girl walking towards the Murphy building. If anything, I’m the intimidating one to her.
This is where it really gets weird. She stopped as I was passing her and turned to me. Thinking she needed to ask me something, I took an AirPod out and asked “what’s up?”. After staring at me for an uncomfortable amount of time, she opened her mouth, and I kid you not, mimicked the laugh I heard moments before perfectly. Before I could chalk it up to it just being her in the trails earlier, I noticed something. Her mouth wasn’t moving at all. If I had left my AirPods in, it would just look like she was just opening her mouth and staring at me. She then shifted into a deep raspy laugh. She did all of this without moving her mouth at all; I couldn’t even see her throat moving as you would expect if someone was laughing. It was almost like she was some fucked up human-shaped gramophone. The feeling of absolute horror that came over me is something I’ve only experienced in my imagination. Before I could think to do anything next, My body began to run off some sort of primal instinct. With my legs burning, it took me about 10 minutes to get all the way back to my apartment and lock myself in relative safety.
I’m coming on here now to ask if anybody knows what I experienced? I have been hearing that same laughter outside my window every night since that night, I am too terrified to sleep well and have refused to go to any of my classes. Please I just want answers, I don’t want to keep living in fear.
Part 2:
Hey everyone, I’ve gotten some DMs telling me what it may be. I’ve heard everything from banshee to skinwalker. After further research I pray to god it was neither of them. I’m praying it was just some girl with a speaker playing some sort of cruel joke. I mean yes there are people who don’t like me on campus, I’ve made some enemies over the past 4 years. But, I just don’t understand what could’ve brought it to this point. I had to stop hiding in fear and go to my classes before my grades plummet, I’m almost done with my degree and only have a few more weeks. If I let some sort of stupid prank ruin my career, It would be everything I swore against to my parents.
A lot of you guys in the DMs were also asking what college I go to and what my name is. First I want to say sorry for not providing that information in the first post, I’m sure you can understand where my head was at typing that. So let me introduce myself, my name is Nick and In order to keep my privacy, I will only provide that I go to a midwest university.
I’m sure you may be wondering, “so did it just stop?”. I would love to say yes, but really things have just gotten weirder. Though, I am pleased to say that there is no longer laughing out my window every night.
Ever since that night, I’ve been noticing more things off with the people on campus. Now you may just think it’s paranoia, but just be patient and listen.
Yesterday, I decided to muster up all of my courage and go to class. Luckily my first class is at 10AM, when the sun is well in the sky, so walking across campus seemed much less threatening. When I sat down in my first class, I noticed something off with the girl that sits in front of me. Usually she’s chatty and excited to be in class, but today she just stared blankly ahead. I tried to say good morning and ask about her weekend, as we do every Monday, but she continued to have that blank stare. She did turn her head towards be, but her eyes read “lights on, but nobody is home”.
Thinking to myself, she may just be hungover, or going through the bout of college student depression. I decided to shrug it off and turn to the front of the class and get my notes ready. But the moment I turned around, I could feel it. Her eyes burrowing deep into the back of my head. When I flipped around to see if I was just being irrational, I quickly learned I wasn’t. Her eyes went from the blank glare, to the most enthusiastic face I’ve seen on her. It was horrible, it almost seemed like she was trying so hard to pretend she was thrilled to be in class and to speak to me. It was inhuman.
I’ve been on the internet long enough to catch on to the term “Uncanny valley”, and what I witnessed In my first hour gives me that same gut feeling I got when I saw that girl last Wednesday.
I was right to be uncomfortable though, I texted her after class to make sure she was doing alright. But her response only reignited the flames of deep fear burning in my soul.
I’ll copy and paste the messages here:
Me: Hey Is everything good? You seemed off in class today.
Steph SCI 101: Uh yeah, I’m fine. but I was not in class today, I’m severely hungover from Tanner’s party last night.
Me: Haha, good one.
Steph SCI 101: No I’m so Fr, are you okay?
Steph SCI 101: Are you trying to fuck with me or something?
Me: Nevermind, I’m sorry to bother you.
(End Of Texts)
Okay so I’m sure that this gives you all the same feeling of dread that it gave me but I’m sure scaled down a bit. This is where I have started to doubt that it’s a prank, because me and Stephanie are cool. There’s no level of hate for either of us, and even if it was some joke, we don’t know each other on that type of level.
Not only did this seem to happen in my first class, but in between classes while I was walking across campus as well. I walk past hundreds of faces in my many treks across campus, and I swear to you, at least 1/4th of the people I walked past had that same dead stare look. And the way they walked, god I hate even thinking of it. It was like they were an alien trying out their new body suits for the first time. The steps and the bends of their legs just seem so meticulous, dramaticized, and puppeteered.
I’m going to try to investigate further, because at this point my fear for my life is more of a reason to try and figure out what it is so I can try to stop it.
I’m no hero, and I’m sure as hell nothing special, but If I can know what to expect for another encounter, maybe I can avoid meeting the demise I have imagined.
Part 3

First off I would like to apologize for my 20-day hiatus. For those who were worried that curiosity killed the cat so to speak, I appreciate your concern. On top of my investigation, I have also had to go through finals and work for a boss who didn't believe in life outside of work. So let's start where we left off. I had a feeling that this task was left for me to solve. it may sound stupid, but let me explain why. That night, after my last post, I had a dream that further solidified my need to solve the mystery. I tried to write all that I remembered down the morning after so here is what I wrote. 

April 4th, 2024
I had a strange dream last night, stranger than usual at least. I awoke in the woods, laying face down in the grass with someone looming over me. I heard their footsteps flee rapidly before I flipped over. I found myself just off the trail where the “incident” happened, on the trail laid a girl, bloodied and motionless. When I got up to approach her, she was quickly dragged into the parallel section of the woods. Seeing this I turned and ran into the section of woods I was in. When my legs gave out I found myself near an old supply shed, worn and long abandoned. Searching for cover, I tried the door, which luckily gave after a quick pull. There I found a trapdoor which emanated a blue hue through the cracks. The only thought on my mind, survival brought me to throw it open and climb down. I clattered down the ladder and right before my feet touched the ground, I was pulled backwards by my shirt. That’s where I woke up.
I have always trusted my gut and having a dream that vivid gave me a sense of courage I did not previously have. I know where to start my search now. I have decided my best course of action will be to record my findings on a tape recorder app. After I finish each entry it will be uploaded to a cloud that will ensure if anything happens to me, the story will get out. I am packing my backpack now with a flashlight, glow sticks to mark my trail, and a machete I was gifted by a local in Mexico. All of my recordings will be uploaded below and auto posted after 10 days. Wish me luck everyone, I’m going to need it.
Entry 1: I have started at the only place that makes sense, the trail. It is currently 1:45 PM and I have plenty of sun left in the sky. I just needed to find exactly where to start my journey into the woods. Strangely it was very easy to find. I recall one of the trees having a funky twist near the middle of the trunk. Probably just some two lovebirds trying to carve their name into the tree and realizing there were softer trees to carve into. Anyways hiking further into the woods I believe I can see the shape of the shed through the branches. I wish you guys could see how dense these trees are so you can understand my struggle.
Entry 2: I made it to the shed, but unfortunately the floor in here is concrete. This really sucks for me because I have absolutely no idea where to go from here. It’s identical on the outside but I just don’t understand. Maybe I’m just delusional, which in that case what a waste of time and energy. I’m going to head back home and just start packing for summer. Maybe it’ll be best if I just forget about all of this and leave it behind me. I am graduating after all. Wait hold on what is this?? there’s a button behind one of these shelves. I am going to press it, but idk how it would work because this floor is seamless. I’m just going to leave this recording so if anything does happen I don’t have to worry about holding the phone the whole time. Holy shit, the entire floor is lowering. It’s a fucking elevator.
Entry 3: Okay so I’ve been going down this elevator for like 30 seconds, how far down am I going?.. Oh wait hold on, Im stopped… There’s a metal door with a padlock. Ig since I have the machete there’s only one thing to do, break it. Im going to use the blunt side so I don’t ruin this thing, I like it too much. the lock clatters to the ground after 3 solid hits. Well ig there’s only one way to go now, there’s no button to get back up so I pray there’s another way up. The metal door creaks loudly. Fuck I regret this, It’s dark and I can tell it’s a big area because it’s so echoey in here. I’m currently praising my past self for thinking about the flashlight and glow sticks. I need to find out what in the hell this place is and most importantly, if there’s a damn light switch.
Entry 4: God this place is terrifying I’ve been walking around the sterile white halls of this place for like 10 minutes and have found nothing, no doors, no light switch. I feel like a rat in a maze. Also scratch what I said about being glad I packed glow sticks, because my stupid ass only brought like 20 of these things and I’m already down to 5. Also I feel like I’m not alone, every now and then I’ll turn a corner and the glow from the previous glow stick quickly vanishes. I feel like it might just be because the darkness seems to envelop everything like a blanket. But I have that feeling that I’m being followed. You know the one, where you know somethings wrong you just can’t pin point what it is. Oh shit no way, there’s light, I think there’s a door or something up ahead.
Entry 5: Holy shit… It’s a lab, and worse, there’s people strapped too tables, completely naked and unconscious. I know they are alive because each of them are hooked up with a million different cords, and one of those are plugged into a heart monitor. This place is huge, there has to be at least 50 people on these tables.
“Hey you, you’re not supposed to be in here” yelled a man adorned in a lab coat.
“What are you doing to these kids you sick fucks.” I yelled back at the man across the lab.
In a haste the scientist rushes towards a red button, setting off a loud alarm, turning the lights to a flashing red. With no exit behind me, I could only do one thing... Rush towards him. My training kicked in as I launched into a flurry of calculated strikes. My first hit connected, a right overhand clean under his eye. The doctor stumbled back, but I didn't give him a chance to recover. I pressed the attack, keeping him off balance with a relentless barrage of punches and kicks. He fought back ferociously, but I was one step ahead, anticipating his moves and countering with swift, efficient strikes. We wrestled, the room around us becoming a blur of pain and adrenaline. I used the environment to my advantage, improvising weapons from the scattered medical equipment and turning the empty tables on my opponent. Pinning him to the ground, I laid down a harsh barrage of final blows. His face was a bloody pulp, unrecognizable. But I didn’t walk away unscathed, somewhere in the tussle, the scientist buried a scalpel deep into my stomach. With my adrenaline wearing off, the pain overtook me, sending me into darkness as I fainted from the blood loss and adrenaline dump. I awoke with my arms and legs strapped to the cold metal operating table. Before I could try to struggle, a face overtook my field of vision.
“Quite a fight you put up, you turned poor Dr.Samson into a soup” the looming face said with a chuckle. “You are the first person to put the pieces together and for that I am thoroughly impressed Mr. Hayes”
“Who are you?!” I said fighting at my binds. “Let me go!”
“I’m afraid I can’t do that Mr.Hayes. You have seen far too much, and I definitely can’t have you running around telling the world what you saw here. Although nobody would believe you.” “And to answer your other question, I’m surprised you don’t recognize me… really take a moment and look at me” He said pulling down his face mask.
“Dr.Blackwood?” I said as I looked back on my freshman year biology class.
“Ding ding ding ding. We have a winner!” He said in a maniac joy.
“What are you going to do to me?” I asked.
“Well Mr.Hayes, first I’m going to sew you up from your little tussle you had with my late assistant and then I will put you under and cut into that skull of yours and take out a small piece of what we call in the science world your hippocampus. Then I will draw from that all of the necessary memories to create the perfect clone of you.” He responded.
“Why? Why would you need a clone of any of us. Why can’t you just clone someone willing to be apart of this?” I asked
“Because that’s no fun Mr.Hayes, the hunt excites me. Actually you’re lucky I didn’t get you the first night. Unfortunately my creation had a little bit of a malfunction and formed a wee bit of an attachment to you. I’m sure you remember the ruckus outside your window? Anyways I digress, I do this because everyone of you lowly students will go onto do mediocre jobs where you waste away at a desk. I must also add that with having a clone of you under my control, I can do anything and get away with clean hands. My plan with you originally was to have you go into the admissions office and steal every last cent all for me. On top of that I like the power, because one day I will have a clone of every student on this campus and eventually I will cause a revolt against our comedy of a government. Who will stop me, when I won’t even be on the front lines?” Dr.Blackwood explained.
“I will” I said freeing my last hand from the binds.
What he didn’t realize is that with all of this monologue and the questions I had been feeding him, I was slowly loosening my binds with each wiggle and movement in retaliation.
Lurching forward I grab onto his collar, pulling him into a vicious headbutt. The impact sent Dr. Blackwood reeling backward, his grip on consciousness loosening as he staggered. Seizing the moment, I lunged off the table, adrenaline coursing through my veins despite the searing pain in my abdomen. With a swift motion, I grabbed a nearby surgical instrument, holding it in a defensive stance as I faced my adversary. Dr. Blackwood, recovering from the blow, snarled with rage, his once calm demeanor now replaced by a feral intensity. The room seemed to shrink around us, the tension thickening with each passing second. This was my chance to stop Blackwood's twisted plans. As he lunged forward, I met his attack head-on, the clang of metal reverberating through the room. Blow after blow, we fought with an intensity born of desperation and determination. Despite my injuries, I refused to yield, driven by a fire burnt under me to protect myself and others from Blackwood's actions . In a final, swift move, I delivered a powerful front kick, sending Blackwood crashing to the ground. The room fell silent, the echoes of our struggle fading into the darkness. Coughing he sat in the corner laughing with blood spilling down his face. “You know that it’s too late to save any of these one lying on the tables. I would’ve released you, you know that right? I would’ve simply taken your memory from today out of your brain and leaving you in your bed to wake up thinking you had a fun night” he said with final resolve as he watched me grab the scalpel from the ground taking slow steps near him.
Looking down over him, It was my turn to laugh. Kneeling down to eye level with him I grabbed him by his hair and delivered a final message to him “Fuck you and your little science experiment” as I sliced deep into his throat watching the life fade from his eyes.
I eventually found an exit door, which lead me to a storm drain deep in the woods far from my campus. It took me 2 hours to limp my way onto a main road and flag down a passing car. Pulling over I was rushed to the hospital and later interrogated by some men in suits, my guess is CIA. Here I am now, writing my final entrance. I think I heard them say something about trying a new medical process on me to help me heal quicker.

Hey everyone, I’m typing this on my phone so I apologize if there is weird formatting. Anyways, to get to the point, there’s something really off with some people on my campus. I have come seeking answers.I noticed it first walking home from my 7pm class last Wednesday.
To set the scene, most of the campus is tucked back into the woods a little, and my 7pm class is in the farthest building from the parking lot (further into the woods). I get out from that 7pm class around 9pm, so on cloudy nights like last Wednesday, the only lights on that long sidewalk are the lights radiating from the other buildings. Usually, there’s roughly 30 feet where it’s pitch black because the foliage is pretty dense. I usually walk back to my apartment with some classmates that live in the same complex as me, but I told them to go ahead of me while I finished the rest of the project.
After packing my laptop away, I started heading back home. It was roughly 9:30 at this point, and my brain was slowly shutting down preparing for the deep sleep that has yet to come.Walking down the sidewalk, I heard somebody not too far into the woods laughing like they’ve just heard the funniest joke ever. I immediately thought, “probably some Freshman walking the trails with their friends smoking weed”. Chuckling to myself, I put in my AirPods and picked a playlist for my journey back home.
When I looked up from my phone, there was the silhouette of somebody walking towards me. I have no idea how I missed them before, but honestly, it’s very possible they were just in a spot where the light wasn’t quite reaching them. A little unnerved, I shifted over to the left side of the sidewalk.
(Now I’m usually fine walking alone at night; I’m a 6’2 man who’s dabbled in the world of MMA. But something about this person gave me a primal feeling of unrest.)
When they shifted over to the left mirroring me, I felt my blood run cold. But alas, I had to keep walking because this was my only way back home. As I neared closer to the figure, I almost laughed at myself when I realized it was just some harmless girl walking towards the Murphy building. If anything, I’m the intimidating one to her.
This is where it really gets weird. She stopped as I was passing her and turned to me. Thinking she needed to ask me something, I took an AirPod out and asked “what’s up?”. After staring at me for an uncomfortable amount of time, she opened her mouth, and I kid you not, mimicked the laugh I heard moments before perfectly. Before I could chalk it up to it just being her in the trails earlier, I noticed something. Her mouth wasn’t moving at all. If I had left my AirPods in, it would just look like she was just opening her mouth and staring at me. She then shifted into a deep raspy laugh. She did all of this without moving her mouth at all; I couldn’t even see her throat moving as you would expect if someone was laughing. It was almost like she was some fucked up human-shaped gramophone. The feeling of absolute horror that came over me is something I’ve only experienced in my imagination. Before I could think to do anything next, My body began to run off some sort of primal instinct. With my legs burning, it took me about 10 minutes to get all the way back to my apartment and lock myself in relative safety.
I’m coming on here now to ask if anybody knows what I experienced? I have been hearing that same laughter outside my window every night since that night, I am too terrified to sleep well and have refused to go to any of my classes. Please I just want answers, I don’t want to keep living in fear.
Part 2:
Hey everyone, I’ve gotten some DMs telling me what it may be. I’ve heard everything from banshee to skinwalker. After further research I pray to god it was neither of them. I’m praying it was just some girl with a speaker playing some sort of cruel joke. I mean yes there are people who don’t like me on campus, I’ve made some enemies over the past 4 years. But, I just don’t understand what could’ve brought it to this point. I had to stop hiding in fear and go to my classes before my grades plummet, I’m almost done with my degree and only have a few more weeks. If I let some sort of stupid prank ruin my career, It would be everything I swore against to my parents.
A lot of you guys in the DMs were also asking what college I go to and what my name is. First I want to say sorry for not providing that information in the first post, I’m sure you can understand where my head was at typing that. So let me introduce myself, my name is Nick and In order to keep my privacy, I will only provide that I go to a midwest university.
I’m sure you may be wondering, “so did it just stop?”. I would love to say yes, but really things have just gotten weirder. Though, I am pleased to say that there is no longer laughing out my window every night.
Ever since that night, I’ve been noticing more things off with the people on campus. Now you may just think it’s paranoia, but just be patient and listen.
Yesterday, I decided to muster up all of my courage and go to class. Luckily my first class is at 10AM, when the sun is well in the sky, so walking across campus seemed much less threatening. When I sat down in my first class, I noticed something off with the girl that sits in front of me. Usually she’s chatty and excited to be in class, but today she just stared blankly ahead. I tried to say good morning and ask about her weekend, as we do every Monday, but she continued to have that blank stare. She did turn her head towards be, but her eyes read “lights on, but nobody is home”.
Thinking to myself, she may just be hungover, or going through the bout of college student depression. I decided to shrug it off and turn to the front of the class and get my notes ready. But the moment I turned around, I could feel it. Her eyes burrowing deep into the back of my head. When I flipped around to see if I was just being irrational, I quickly learned I wasn’t. Her eyes went from the blank glare, to the most enthusiastic face I’ve seen on her. It was horrible, it almost seemed like she was trying so hard to pretend she was thrilled to be in class and to speak to me. It was inhuman.
I’ve been on the internet long enough to catch on to the term “Uncanny valley”, and what I witnessed In my first hour gives me that same gut feeling I got when I saw that girl last Wednesday.
I was right to be uncomfortable though, I texted her after class to make sure she was doing alright. But her response only reignited the flames of deep fear burning in my soul.
I’ll copy and paste the messages here:
Me: Hey Is everything good? You seemed off in class today.
Steph SCI 101: Uh yeah, I’m fine. but I was not in class today, I’m severely hungover from Tanner’s party last night.
Me: Haha, good one.
Steph SCI 101: No I’m so Fr, are you okay?
Steph SCI 101: Are you trying to fuck with me or something?
Me: Nevermind, I’m sorry to bother you.
(End Of Texts)
Okay so I’m sure that this gives you all the same feeling of dread that it gave me but I’m sure scaled down a bit. This is where I have started to doubt that it’s a prank, because me and Stephanie are cool. There’s no level of hate for either of us, and even if it was some joke, we don’t know each other on that type of level.
Not only did this seem to happen in my first class, but in between classes while I was walking across campus as well. I walk past hundreds of faces in my many treks across campus, and I swear to you, at least 1/4th of the people I walked past had that same dead stare look. And the way they walked, god I hate even thinking of it. It was like they were an alien trying out their new body suits for the first time. The steps and the bends of their legs just seem so meticulous, dramaticized, and puppeteered.
I’m going to try to investigate further, because at this point my fear for my life is more of a reason to try and figure out what it is so I can try to stop it.
I’m no hero, and I’m sure as hell nothing special, but If I can know what to expect for another encounter, maybe I can avoid meeting the demise I have imagined.
Part 3

First off I would like to apologize for my 20-day hiatus. For those who were worried that curiosity killed the cat so to speak, I appreciate your concern. On top of my investigation, I have also had to go through finals and work for a boss who didn't believe in life outside of work. So let's start where we left off. I had a feeling that this task was left for me to solve. it may sound stupid, but let me explain why. That night, after my last post, I had a dream that further solidified my need to solve the mystery. I tried to write all that I remembered down the morning after so here is what I wrote. 

April 4th, 2024
I had a strange dream last night, stranger than usual at least. I awoke in the woods, laying face down in the grass with someone looming over me. I heard their footsteps flee rapidly before I flipped over. I found myself just off the trail where the “incident” happened, on the trail laid a girl, bloodied and motionless. When I got up to approach her, she was quickly dragged into the parallel section of the woods. Seeing this I turned and ran into the section of woods I was in. When my legs gave out I found myself near an old supply shed, worn and long abandoned. Searching for cover, I tried the door, which luckily gave after a quick pull. There I found a trapdoor which emanated a blue hue through the cracks. The only thought on my mind, survival brought me to throw it open and climb down. I clattered down the ladder and right before my feet touched the ground, I was pulled backwards by my shirt. That’s where I woke up.
I have always trusted my gut and having a dream that vivid gave me a sense of courage I did not previously have. I know where to start my search now. I have decided my best course of action will be to record my findings on a tape recorder app. After I finish each entry it will be uploaded to a cloud that will ensure if anything happens to me, the story will get out. I am packing my backpack now with a flashlight, glow sticks to mark my trail, and a machete I was gifted by a local in Mexico. All of my recordings will be uploaded below and auto posted after 10 days. Wish me luck everyone, I’m going to need it.
Entry 1: I have started at the only place that makes sense, the trail. It is currently 1:45 PM and I have plenty of sun left in the sky. I just needed to find exactly where to start my journey into the woods. Strangely it was very easy to find. I recall one of the trees having a funky twist near the middle of the trunk. Probably just some two lovebirds trying to carve their name into the tree and realizing there were softer trees to carve into. Anyways hiking further into the woods I believe I can see the shape of the shed through the branches. I wish you guys could see how dense these trees are so you can understand my struggle.
Entry 2: I made it to the shed, but unfortunately the floor in here is concrete. This really sucks for me because I have absolutely no idea where to go from here. It’s identical on the outside but I just don’t understand. Maybe I’m just delusional, which in that case what a waste of time and energy. I’m going to head back home and just start packing for summer. Maybe it’ll be best if I just forget about all of this and leave it behind me. I am graduating after all. Wait hold on what is this?? there’s a button behind one of these shelves. I am going to press it, but idk how it would work because this floor is seamless. I’m just going to leave this recording so if anything does happen I don’t have to worry about holding the phone the whole time. Holy shit, the entire floor is lowering. It’s a fucking elevator.
Entry 3: Okay so I’ve been going down this elevator for like 30 seconds, how far down am I going?.. Oh wait hold on, Im stopped… There’s a metal door with a padlock. Ig since I have the machete there’s only one thing to do, break it. Im going to use the blunt side so I don’t ruin this thing, I like it too much. the lock clatters to the ground after 3 solid hits. Well ig there’s only one way to go now, there’s no button to get back up so I pray there’s another way up. The metal door creaks loudly. Fuck I regret this, It’s dark and I can tell it’s a big area because it’s so echoey in here. I’m currently praising my past self for thinking about the flashlight and glow sticks. I need to find out what in the hell this place is and most importantly, if there’s a damn light switch.
Entry 4: God this place is terrifying I’ve been walking around the sterile white halls of this place for like 10 minutes and have found nothing, no doors, no light switch. I feel like a rat in a maze. Also scratch what I said about being glad I packed glow sticks, because my stupid ass only brought like 20 of these things and I’m already down to 5. Also I feel like I’m not alone, every now and then I’ll turn a corner and the glow from the previous glow stick quickly vanishes. I feel like it might just be because the darkness seems to envelop everything like a blanket. But I have that feeling that I’m being followed. You know the one, where you know somethings wrong you just can’t pin point what it is. Oh shit no way, there’s light, I think there’s a door or something up ahead.
Entry 5: Holy shit… It’s a lab, and worse, there’s people strapped too tables, completely naked and unconscious. I know they are alive because each of them are hooked up with a million different cords, and one of those are plugged into a heart monitor. This place is huge, there has to be at least 50 people on these tables.
“Hey you, you’re not supposed to be in here” yelled a man adorned in a lab coat.
“What are you doing to these kids you sick fucks.” I yelled back at the man across the lab.
In a haste the scientist rushes towards a red button, setting off a loud alarm, turning the lights to a flashing red. With no exit behind me, I could only do one thing... Rush towards him. My training kicked in as I launched into a flurry of calculated strikes. My first hit connected, a right overhand clean under his eye. The doctor stumbled back, but I didn't give him a chance to recover. I pressed the attack, keeping him off balance with a relentless barrage of punches and kicks. He fought back ferociously, but I was one step ahead, anticipating his moves and countering with swift, efficient strikes. We wrestled, the room around us becoming a blur of pain and adrenaline. I used the environment to my advantage, improvising weapons from the scattered medical equipment and turning the empty tables on my opponent. Pinning him to the ground, I laid down a harsh barrage of final blows. His face was a bloody pulp, unrecognizable. But I didn’t walk away unscathed, somewhere in the tussle, the scientist buried a scalpel deep into my stomach. With my adrenaline wearing off, the pain overtook me, sending me into darkness as I fainted from the blood loss and adrenaline dump. I awoke with my arms and legs strapped to the cold metal operating table. Before I could try to struggle, a face overtook my field of vision.
“Quite a fight you put up, you turned poor Dr.Samson into a soup” the looming face said with a chuckle. “You are the first person to put the pieces together and for that I am thoroughly impressed Mr. Hayes”
“Who are you?!” I said fighting at my binds. “Let me go!”
“I’m afraid I can’t do that Mr.Hayes. You have seen far too much, and I definitely can’t have you running around telling the world what you saw here. Although nobody would believe you.” “And to answer your other question, I’m surprised you don’t recognize me… really take a moment and look at me” He said pulling down his face mask.
“Dr.Blackwood?” I said as I looked back on my freshman year biology class.
“Ding ding ding ding. We have a winner!” He said in a maniac joy.
“What are you going to do to me?” I asked.
“Well Mr.Hayes, first I’m going to sew you up from your little tussle you had with my late assistant and then I will put you under and cut into that skull of yours and take out a small piece of what we call in the science world your hippocampus. Then I will draw from that all of the necessary memories to create the perfect clone of you.” He responded.
“Why? Why would you need a clone of any of us. Why can’t you just clone someone willing to be apart of this?” I asked
“Because that’s no fun Mr.Hayes, the hunt excites me. Actually you’re lucky I didn’t get you the first night. Unfortunately my creation had a little bit of a malfunction and formed a wee bit of an attachment to you. I’m sure you remember the ruckus outside your window? Anyways I digress, I do this because everyone of you lowly students will go onto do mediocre jobs where you waste away at a desk. I must also add that with having a clone of you under my control, I can do anything and get away with clean hands. My plan with you originally was to have you go into the admissions office and steal every last cent all for me. On top of that I like the power, because one day I will have a clone of every student on this campus and eventually I will cause a revolt against our comedy of a government. Who will stop me, when I won’t even be on the front lines?” Dr.Blackwood explained.
“I will” I said freeing my last hand from the binds.
What he didn’t realize is that with all of this monologue and the questions I had been feeding him, I was slowly loosening my binds with each wiggle and movement in retaliation.
Lurching forward I grab onto his collar, pulling him into a vicious headbutt. The impact sent Dr. Blackwood reeling backward, his grip on consciousness loosening as he staggered. Seizing the moment, I lunged off the table, adrenaline coursing through my veins despite the searing pain in my abdomen. With a swift motion, I grabbed a nearby surgical instrument, holding it in a defensive stance as I faced my adversary. Dr. Blackwood, recovering from the blow, snarled with rage, his once calm demeanor now replaced by a feral intensity. The room seemed to shrink around us, the tension thickening with each passing second. This was my chance to stop Blackwood's twisted plans. As he lunged forward, I met his attack head-on, the clang of metal reverberating through the room. Blow after blow, we fought with an intensity born of desperation and determination. Despite my injuries, I refused to yield, driven by a fire burnt under me to protect myself and others from Blackwood's actions . In a final, swift move, I delivered a powerful front kick, sending Blackwood crashing to the ground. The room fell silent, the echoes of our struggle fading into the darkness. Coughing he sat in the corner laughing with blood spilling down his face. “You know that it’s too late to save any of these one lying on the tables. I would’ve released you, you know that right? I would’ve simply taken your memory from today out of your brain and leaving you in your bed to wake up thinking you had a fun night” he said with final resolve as he watched me grab the scalpel from the ground taking slow steps near him.
Looking down over him, It was my turn to laugh. Kneeling down to eye level with him I grabbed him by his hair and delivered a final message to him “Fuck you and your little science experiment” as I sliced deep into his throat watching the life fade from his eyes.
I eventually found an exit door, which lead me to a storm drain deep in the woods far from my campus. It took me 2 hours to limp my way onto a main road and flag down a passing car. Pulling over I was rushed to the hospital and later interrogated by some men in suits, my guess is CIA. Here I am now, writing my final entrance. I think I heard them say something about trying a new medical process on me to help me heal quicker.

Hey everyone, I’m typing this on my phone so I apologize if there is weird formatting. Anyways, to get to the point, there’s something really off with some people on my campus. I have come seeking answers.I noticed it first walking home from my 7pm class last Wednesday.
To set the scene, most of the campus is tucked back into the woods a little, and my 7pm class is in the farthest building from the parking lot (further into the woods). I get out from that 7pm class around 9pm, so on cloudy nights like last Wednesday, the only lights on that long sidewalk are the lights radiating from the other buildings. Usually, there’s roughly 30 feet where it’s pitch black because the foliage is pretty dense. I usually walk back to my apartment with some classmates that live in the same complex as me, but I told them to go ahead of me while I finished the rest of the project.
After packing my laptop away, I started heading back home. It was roughly 9:30 at this point, and my brain was slowly shutting down preparing for the deep sleep that has yet to come.Walking down the sidewalk, I heard somebody not too far into the woods laughing like they’ve just heard the funniest joke ever. I immediately thought, “probably some Freshman walking the trails with their friends smoking weed”. Chuckling to myself, I put in my AirPods and picked a playlist for my journey back home.
When I looked up from my phone, there was the silhouette of somebody walking towards me. I have no idea how I missed them before, but honestly, it’s very possible they were just in a spot where the light wasn’t quite reaching them. A little unnerved, I shifted over to the left side of the sidewalk.
(Now I’m usually fine walking alone at night; I’m a 6’2 man who’s dabbled in the world of MMA. But something about this person gave me a primal feeling of unrest.)
When they shifted over to the left mirroring me, I felt my blood run cold. But alas, I had to keep walking because this was my only way back home. As I neared closer to the figure, I almost laughed at myself when I realized it was just some harmless girl walking towards the Murphy building. If anything, I’m the intimidating one to her.
This is where it really gets weird. She stopped as I was passing her and turned to me. Thinking she needed to ask me something, I took an AirPod out and asked “what’s up?”. After staring at me for an uncomfortable amount of time, she opened her mouth, and I kid you not, mimicked the laugh I heard moments before perfectly. Before I could chalk it up to it just being her in the trails earlier, I noticed something. Her mouth wasn’t moving at all. If I had left my AirPods in, it would just look like she was just opening her mouth and staring at me. She then shifted into a deep raspy laugh. She did all of this without moving her mouth at all; I couldn’t even see her throat moving as you would expect if someone was laughing. It was almost like she was some fucked up human-shaped gramophone. The feeling of absolute horror that came over me is something I’ve only experienced in my imagination. Before I could think to do anything next, My body began to run off some sort of primal instinct. With my legs burning, it took me about 10 minutes to get all the way back to my apartment and lock myself in relative safety.
I’m coming on here now to ask if anybody knows what I experienced? I have been hearing that same laughter outside my window every night since that night, I am too terrified to sleep well and have refused to go to any of my classes. Please I just want answers, I don’t want to keep living in fear.
Part 2:
Hey everyone, I’ve gotten some DMs telling me what it may be. I’ve heard everything from banshee to skinwalker. After further research I pray to god it was neither of them. I’m praying it was just some girl with a speaker playing some sort of cruel joke. I mean yes there are people who don’t like me on campus, I’ve made some enemies over the past 4 years. But, I just don’t understand what could’ve brought it to this point. I had to stop hiding in fear and go to my classes before my grades plummet, I’m almost done with my degree and only have a few more weeks. If I let some sort of stupid prank ruin my career, It would be everything I swore against to my parents.
A lot of you guys in the DMs were also asking what college I go to and what my name is. First I want to say sorry for not providing that information in the first post, I’m sure you can understand where my head was at typing that. So let me introduce myself, my name is Nick and In order to keep my privacy, I will only provide that I go to a midwest university.
I’m sure you may be wondering, “so did it just stop?”. I would love to say yes, but really things have just gotten weirder. Though, I am pleased to say that there is no longer laughing out my window every night.
Ever since that night, I’ve been noticing more things off with the people on campus. Now you may just think it’s paranoia, but just be patient and listen.
Yesterday, I decided to muster up all of my courage and go to class. Luckily my first class is at 10AM, when the sun is well in the sky, so walking across campus seemed much less threatening. When I sat down in my first class, I noticed something off with the girl that sits in front of me. Usually she’s chatty and excited to be in class, but today she just stared blankly ahead. I tried to say good morning and ask about her weekend, as we do every Monday, but she continued to have that blank stare. She did turn her head towards be, but her eyes read “lights on, but nobody is home”.
Thinking to myself, she may just be hungover, or going through the bout of college student depression. I decided to shrug it off and turn to the front of the class and get my notes ready. But the moment I turned around, I could feel it. Her eyes burrowing deep into the back of my head. When I flipped around to see if I was just being irrational, I quickly learned I wasn’t. Her eyes went from the blank glare, to the most enthusiastic face I’ve seen on her. It was horrible, it almost seemed like she was trying so hard to pretend she was thrilled to be in class and to speak to me. It was inhuman.
I’ve been on the internet long enough to catch on to the term “Uncanny valley”, and what I witnessed In my first hour gives me that same gut feeling I got when I saw that girl last Wednesday.
I was right to be uncomfortable though, I texted her after class to make sure she was doing alright. But her response only reignited the flames of deep fear burning in my soul.
I’ll copy and paste the messages here:
Me: Hey Is everything good? You seemed off in class today.
Steph SCI 101: Uh yeah, I’m fine. but I was not in class today, I’m severely hungover from Tanner’s party last night.
Me: Haha, good one.
Steph SCI 101: No I’m so Fr, are you okay?
Steph SCI 101: Are you trying to fuck with me or something?
Me: Nevermind, I’m sorry to bother you.
(End Of Texts)
Okay so I’m sure that this gives you all the same feeling of dread that it gave me but I’m sure scaled down a bit. This is where I have started to doubt that it’s a prank, because me and Stephanie are cool. There’s no level of hate for either of us, and even if it was some joke, we don’t know each other on that type of level.
Not only did this seem to happen in my first class, but in between classes while I was walking across campus as well. I walk past hundreds of faces in my many treks across campus, and I swear to you, at least 1/4th of the people I walked past had that same dead stare look. And the way they walked, god I hate even thinking of it. It was like they were an alien trying out their new body suits for the first time. The steps and the bends of their legs just seem so meticulous, dramaticized, and puppeteered.
I’m going to try to investigate further, because at this point my fear for my life is more of a reason to try and figure out what it is so I can try to stop it.
I’m no hero, and I’m sure as hell nothing special, but If I can know what to expect for another encounter, maybe I can avoid meeting the demise I have imagined.
Part 3

First off I would like to apologize for my 20-day hiatus. For those who were worried that curiosity killed the cat so to speak, I appreciate your concern. On top of my investigation, I have also had to go through finals and work for a boss who didn't believe in life outside of work. So let's start where we left off. I had a feeling that this task was left for me to solve. it may sound stupid, but let me explain why. That night, after my last post, I had a dream that further solidified my need to solve the mystery. I tried to write all that I remembered down the morning after so here is what I wrote. 

April 4th, 2024
I had a strange dream last night, stranger than usual at least. I awoke in the woods, laying face down in the grass with someone looming over me. I heard their footsteps flee rapidly before I flipped over. I found myself just off the trail where the “incident” happened, on the trail laid a girl, bloodied and motionless. When I got up to approach her, she was quickly dragged into the parallel section of the woods. Seeing this I turned and ran into the section of woods I was in. When my legs gave out I found myself near an old supply shed, worn and long abandoned. Searching for cover, I tried the door, which luckily gave after a quick pull. There I found a trapdoor which emanated a blue hue through the cracks. The only thought on my mind, survival brought me to throw it open and climb down. I clattered down the ladder and right before my feet touched the ground, I was pulled backwards by my shirt. That’s where I woke up.
I have always trusted my gut and having a dream that vivid gave me a sense of courage I did not previously have. I know where to start my search now. I have decided my best course of action will be to record my findings on a tape recorder app. After I finish each entry it will be uploaded to a cloud that will ensure if anything happens to me, the story will get out. I am packing my backpack now with a flashlight, glow sticks to mark my trail, and a machete I was gifted by a local in Mexico. All of my recordings will be uploaded below and auto posted after 10 days. Wish me luck everyone, I’m going to need it.
Entry 1: I have started at the only place that makes sense, the trail. It is currently 1:45 PM and I have plenty of sun left in the sky. I just needed to find exactly where to start my journey into the woods. Strangely it was very easy to find. I recall one of the trees having a funky twist near the middle of the trunk. Probably just some two lovebirds trying to carve their name into the tree and realizing there were softer trees to carve into. Anyways hiking further into the woods I believe I can see the shape of the shed through the branches. I wish you guys could see how dense these trees are so you can understand my struggle.
Entry 2: I made it to the shed, but unfortunately the floor in here is concrete. This really sucks for me because I have absolutely no idea where to go from here. It’s identical on the outside but I just don’t understand. Maybe I’m just delusional, which in that case what a waste of time and energy. I’m going to head back home and just start packing for summer. Maybe it’ll be best if I just forget about all of this and leave it behind me. I am graduating after all. Wait hold on what is this?? there’s a button behind one of these shelves. I am going to press it, but idk how it would work because this floor is seamless. I’m just going to leave this recording so if anything does happen I don’t have to worry about holding the phone the whole time. Holy shit, the entire floor is lowering. It’s a fucking elevator.
Entry 3: Okay so I’ve been going down this elevator for like 30 seconds, how far down am I going?.. Oh wait hold on, Im stopped… There’s a metal door with a padlock. Ig since I have the machete there’s only one thing to do, break it. Im going to use the blunt side so I don’t ruin this thing, I like it too much. the lock clatters to the ground after 3 solid hits. Well ig there’s only one way to go now, there’s no button to get back up so I pray there’s another way up. The metal door creaks loudly. Fuck I regret this, It’s dark and I can tell it’s a big area because it’s so echoey in here. I’m currently praising my past self for thinking about the flashlight and glow sticks. I need to find out what in the hell this place is and most importantly, if there’s a damn light switch.
Entry 4: God this place is terrifying I’ve been walking around the sterile white halls of this place for like 10 minutes and have found nothing, no doors, no light switch. I feel like a rat in a maze. Also scratch what I said about being glad I packed glow sticks, because my stupid ass only brought like 20 of these things and I’m already down to 5. Also I feel like I’m not alone, every now and then I’ll turn a corner and the glow from the previous glow stick quickly vanishes. I feel like it might just be because the darkness seems to envelop everything like a blanket. But I have that feeling that I’m being followed. You know the one, where you know somethings wrong you just can’t pin point what it is. Oh shit no way, there’s light, I think there’s a door or something up ahead.
Entry 5: Holy shit… It’s a lab, and worse, there’s people strapped too tables, completely naked and unconscious. I know they are alive because each of them are hooked up with a million different cords, and one of those are plugged into a heart monitor. This place is huge, there has to be at least 50 people on these tables.
“Hey you, you’re not supposed to be in here” yelled a man adorned in a lab coat.
“What are you doing to these kids you sick fucks.” I yelled back at the man across the lab.
In a haste the scientist rushes towards a red button, setting off a loud alarm, turning the lights to a flashing red. With no exit behind me, I could only do one thing... Rush towards him. My training kicked in as I launched into a flurry of calculated strikes. My first hit connected, a right overhand clean under his eye. The doctor stumbled back, but I didn't give him a chance to recover. I pressed the attack, keeping him off balance with a relentless barrage of punches and kicks. He fought back ferociously, but I was one step ahead, anticipating his moves and countering with swift, efficient strikes. We wrestled, the room around us becoming a blur of pain and adrenaline. I used the environment to my advantage, improvising weapons from the scattered medical equipment and turning the empty tables on my opponent. Pinning him to the ground, I laid down a harsh barrage of final blows. His face was a bloody pulp, unrecognizable. But I didn’t walk away unscathed, somewhere in the tussle, the scientist buried a scalpel deep into my stomach. With my adrenaline wearing off, the pain overtook me, sending me into darkness as I fainted from the blood loss and adrenaline dump. I awoke with my arms and legs strapped to the cold metal operating table. Before I could try to struggle, a face overtook my field of vision.
“Quite a fight you put up, you turned poor Dr.Samson into a soup” the looming face said with a chuckle. “You are the first person to put the pieces together and for that I am thoroughly impressed Mr. Hayes”
“Who are you?!” I said fighting at my binds. “Let me go!”
“I’m afraid I can’t do that Mr.Hayes. You have seen far too much, and I definitely can’t have you running around telling the world what you saw here. Although nobody would believe you.” “And to answer your other question, I’m surprised you don’t recognize me… really take a moment and look at me” He said pulling down his face mask.
“Dr.Blackwood?” I said as I looked back on my freshman year biology class.
“Ding ding ding ding. We have a winner!” He said in a maniac joy.
“What are you going to do to me?” I asked.
“Well Mr.Hayes, first I’m going to sew you up from your little tussle you had with my late assistant and then I will put you under and cut into that skull of yours and take out a small piece of what we call in the science world your hippocampus. Then I will draw from that all of the necessary memories to create the perfect clone of you.” He responded.
“Why? Why would you need a clone of any of us. Why can’t you just clone someone willing to be apart of this?” I asked
“Because that’s no fun Mr.Hayes, the hunt excites me. Actually you’re lucky I didn’t get you the first night. Unfortunately my creation had a little bit of a malfunction and formed a wee bit of an attachment to you. I’m sure you remember the ruckus outside your window? Anyways I digress, I do this because everyone of you lowly students will go onto do mediocre jobs where you waste away at a desk. I must also add that with having a clone of you under my control, I can do anything and get away with clean hands. My plan with you originally was to have you go into the admissions office and steal every last cent all for me. On top of that I like the power, because one day I will have a clone of every student on this campus and eventually I will cause a revolt against our comedy of a government. Who will stop me, when I won’t even be on the front lines?” Dr.Blackwood explained.
“I will” I said freeing my last hand from the binds.
What he didn’t realize is that with all of this monologue and the questions I had been feeding him, I was slowly loosening my binds with each wiggle and movement in retaliation.
Lurching forward I grab onto his collar, pulling him into a vicious headbutt. The impact sent Dr. Blackwood reeling backward, his grip on consciousness loosening as he staggered. Seizing the moment, I lunged off the table, adrenaline coursing through my veins despite the searing pain in my abdomen. With a swift motion, I grabbed a nearby surgical instrument, holding it in a defensive stance as I faced my adversary. Dr. Blackwood, recovering from the blow, snarled with rage, his once calm demeanor now replaced by a feral intensity. The room seemed to shrink around us, the tension thickening with each passing second. This was my chance to stop Blackwood's twisted plans. As he lunged forward, I met his attack head-on, the clang of metal reverberating through the room. Blow after blow, we fought with an intensity born of desperation and determination. Despite my injuries, I refused to yield, driven by a fire burnt under me to protect myself and others from Blackwood's actions . In a final, swift move, I delivered a powerful front kick, sending Blackwood crashing to the ground. The room fell silent, the echoes of our struggle fading into the darkness. Coughing he sat in the corner laughing with blood spilling down his face. “You know that it’s too late to save any of these one lying on the tables. I would’ve released you, you know that right? I would’ve simply taken your memory from today out of your brain and leaving you in your bed to wake up thinking you had a fun night” he said with final resolve as he watched me grab the scalpel from the ground taking slow steps near him.
Looking down over him, It was my turn to laugh. Kneeling down to eye level with him I grabbed him by his hair and delivered a final message to him “Fuck you and your little science experiment” as I sliced deep into his throat watching the life fade from his eyes.
I eventually found an exit door, which lead me to a storm drain deep in the woods far from my campus. It took me 2 hours to limp my way onto a main road and flag down a passing car. Pulling over I was rushed to the hospital and later interrogated by some men in suits, my guess is CIA. Here I am now, writing my final entrance. I think I heard them say something about trying a new medical process on me to help me heal quicker.

Hey everyone, I’m typing this on my phone so I apologize if there is weird formatting. Anyways, to get to the point, there’s something really off with some people on my campus. I have come seeking answers.I noticed it first walking home from my 7pm class last Wednesday.
To set the scene, most of the campus is tucked back into the woods a little, and my 7pm class is in the farthest building from the parking lot (further into the woods). I get out from that 7pm class around 9pm, so on cloudy nights like last Wednesday, the only lights on that long sidewalk are the lights radiating from the other buildings. Usually, there’s roughly 30 feet where it’s pitch black because the foliage is pretty dense. I usually walk back to my apartment with some classmates that live in the same complex as me, but I told them to go ahead of me while I finished the rest of the project.
After packing my laptop away, I started heading back home. It was roughly 9:30 at this point, and my brain was slowly shutting down preparing for the deep sleep that has yet to come.Walking down the sidewalk, I heard somebody not too far into the woods laughing like they’ve just heard the funniest joke ever. I immediately thought, “probably some Freshman walking the trails with their friends smoking weed”. Chuckling to myself, I put in my AirPods and picked a playlist for my journey back home.
When I looked up from my phone, there was the silhouette of somebody walking towards me. I have no idea how I missed them before, but honestly, it’s very possible they were just in a spot where the light wasn’t quite reaching them. A little unnerved, I shifted over to the left side of the sidewalk.
(Now I’m usually fine walking alone at night; I’m a 6’2 man who’s dabbled in the world of MMA. But something about this person gave me a primal feeling of unrest.)
When they shifted over to the left mirroring me, I felt my blood run cold. But alas, I had to keep walking because this was my only way back home. As I neared closer to the figure, I almost laughed at myself when I realized it was just some harmless girl walking towards the Murphy building. If anything, I’m the intimidating one to her.
This is where it really gets weird. She stopped as I was passing her and turned to me. Thinking she needed to ask me something, I took an AirPod out and asked “what’s up?”. After staring at me for an uncomfortable amount of time, she opened her mouth, and I kid you not, mimicked the laugh I heard moments before perfectly. Before I could chalk it up to it just being her in the trails earlier, I noticed something. Her mouth wasn’t moving at all. If I had left my AirPods in, it would just look like she was just opening her mouth and staring at me. She then shifted into a deep raspy laugh. She did all of this without moving her mouth at all; I couldn’t even see her throat moving as you would expect if someone was laughing. It was almost like she was some fucked up human-shaped gramophone. The feeling of absolute horror that came over me is something I’ve only experienced in my imagination. Before I could think to do anything next, My body began to run off some sort of primal instinct. With my legs burning, it took me about 10 minutes to get all the way back to my apartment and lock myself in relative safety.
I’m coming on here now to ask if anybody knows what I experienced? I have been hearing that same laughter outside my window every night since that night, I am too terrified to sleep well and have refused to go to any of my classes. Please I just want answers, I don’t want to keep living in fear.
Part 2:
Hey everyone, I’ve gotten some DMs telling me what it may be. I’ve heard everything from banshee to skinwalker. After further research I pray to god it was neither of them. I’m praying it was just some girl with a speaker playing some sort of cruel joke. I mean yes there are people who don’t like me on campus, I’ve made some enemies over the past 4 years. But, I just don’t understand what could’ve brought it to this point. I had to stop hiding in fear and go to my classes before my grades plummet, I’m almost done with my degree and only have a few more weeks. If I let some sort of stupid prank ruin my career, It would be everything I swore against to my parents.
A lot of you guys in the DMs were also asking what college I go to and what my name is. First I want to say sorry for not providing that information in the first post, I’m sure you can understand where my head was at typing that. So let me introduce myself, my name is Nick and In order to keep my privacy, I will only provide that I go to a midwest university.
I’m sure you may be wondering, “so did it just stop?”. I would love to say yes, but really things have just gotten weirder. Though, I am pleased to say that there is no longer laughing out my window every night.
Ever since that night, I’ve been noticing more things off with the people on campus. Now you may just think it’s paranoia, but just be patient and listen.
Yesterday, I decided to muster up all of my courage and go to class. Luckily my first class is at 10AM, when the sun is well in the sky, so walking across campus seemed much less threatening. When I sat down in my first class, I noticed something off with the girl that sits in front of me. Usually she’s chatty and excited to be in class, but today she just stared blankly ahead. I tried to say good morning and ask about her weekend, as we do every Monday, but she continued to have that blank stare. She did turn her head towards be, but her eyes read “lights on, but nobody is home”.
Thinking to myself, she may just be hungover, or going through the bout of college student depression. I decided to shrug it off and turn to the front of the class and get my notes ready. But the moment I turned around, I could feel it. Her eyes burrowing deep into the back of my head. When I flipped around to see if I was just being irrational, I quickly learned I wasn’t. Her eyes went from the blank glare, to the most enthusiastic face I’ve seen on her. It was horrible, it almost seemed like she was trying so hard to pretend she was thrilled to be in class and to speak to me. It was inhuman.
I’ve been on the internet long enough to catch on to the term “Uncanny valley”, and what I witnessed In my first hour gives me that same gut feeling I got when I saw that girl last Wednesday.
I was right to be uncomfortable though, I texted her after class to make sure she was doing alright. But her response only reignited the flames of deep fear burning in my soul.
I’ll copy and paste the messages here:
Me: Hey Is everything good? You seemed off in class today.
Steph SCI 101: Uh yeah, I’m fine. but I was not in class today, I’m severely hungover from Tanner’s party last night.
Me: Haha, good one.
Steph SCI 101: No I’m so Fr, are you okay?
Steph SCI 101: Are you trying to fuck with me or something?
Me: Nevermind, I’m sorry to bother you.
(End Of Texts)
Okay so I’m sure that this gives you all the same feeling of dread that it gave me but I’m sure scaled down a bit. This is where I have started to doubt that it’s a prank, because me and Stephanie are cool. There’s no level of hate for either of us, and even if it was some joke, we don’t know each other on that type of level.
Not only did this seem to happen in my first class, but in between classes while I was walking across campus as well. I walk past hundreds of faces in my many treks across campus, and I swear to you, at least 1/4th of the people I walked past had that same dead stare look. And the way they walked, god I hate even thinking of it. It was like they were an alien trying out their new body suits for the first time. The steps and the bends of their legs just seem so meticulous, dramaticized, and puppeteered.
I’m going to try to investigate further, because at this point my fear for my life is more of a reason to try and figure out what it is so I can try to stop it.
I’m no hero, and I’m sure as hell nothing special, but If I can know what to expect for another encounter, maybe I can avoid meeting the demise I have imagined.
Part 3

First off I would like to apologize for my 20-day hiatus. For those who were worried that curiosity killed the cat so to speak, I appreciate your concern. On top of my investigation, I have also had to go through finals and work for a boss who didn't believe in life outside of work. So let's start where we left off. I had a feeling that this task was left for me to solve. it may sound stupid, but let me explain why. That night, after my last post, I had a dream that further solidified my need to solve the mystery. I tried to write all that I remembered down the morning after so here is what I wrote. 

April 4th, 2024
I had a strange dream last night, stranger than usual at least. I awoke in the woods, laying face down in the grass with someone looming over me. I heard their footsteps flee rapidly before I flipped over. I found myself just off the trail where the “incident” happened, on the trail laid a girl, bloodied and motionless. When I got up to approach her, she was quickly dragged into the parallel section of the woods. Seeing this I turned and ran into the section of woods I was in. When my legs gave out I found myself near an old supply shed, worn and long abandoned. Searching for cover, I tried the door, which luckily gave after a quick pull. There I found a trapdoor which emanated a blue hue through the cracks. The only thought on my mind, survival brought me to throw it open and climb down. I clattered down the ladder and right before my feet touched the ground, I was pulled backwards by my shirt. That’s where I woke up.
I have always trusted my gut and having a dream that vivid gave me a sense of courage I did not previously have. I know where to start my search now. I have decided my best course of action will be to record my findings on a tape recorder app. After I finish each entry it will be uploaded to a cloud that will ensure if anything happens to me, the story will get out. I am packing my backpack now with a flashlight, glow sticks to mark my trail, and a machete I was gifted by a local in Mexico. All of my recordings will be uploaded below and auto posted after 10 days. Wish me luck everyone, I’m going to need it.
Entry 1: I have started at the only place that makes sense, the trail. It is currently 1:45 PM and I have plenty of sun left in the sky. I just needed to find exactly where to start my journey into the woods. Strangely it was very easy to find. I recall one of the trees having a funky twist near the middle of the trunk. Probably just some two lovebirds trying to carve their name into the tree and realizing there were softer trees to carve into. Anyways hiking further into the woods I believe I can see the shape of the shed through the branches. I wish you guys could see how dense these trees are so you can understand my struggle.
Entry 2: I made it to the shed, but unfortunately the floor in here is concrete. This really sucks for me because I have absolutely no idea where to go from here. It’s identical on the outside but I just don’t understand. Maybe I’m just delusional, which in that case what a waste of time and energy. I’m going to head back home and just start packing for summer. Maybe it’ll be best if I just forget about all of this and leave it behind me. I am graduating after all. Wait hold on what is this?? there’s a button behind one of these shelves. I am going to press it, but idk how it would work because this floor is seamless. I’m just going to leave this recording so if anything does happen I don’t have to worry about holding the phone the whole time. Holy shit, the entire floor is lowering. It’s a fucking elevator.
Entry 3: Okay so I’ve been going down this elevator for like 30 seconds, how far down am I going?.. Oh wait hold on, Im stopped… There’s a metal door with a padlock. Ig since I have the machete there’s only one thing to do, break it. Im going to use the blunt side so I don’t ruin this thing, I like it too much. the lock clatters to the ground after 3 solid hits. Well ig there’s only one way to go now, there’s no button to get back up so I pray there’s another way up. The metal door creaks loudly. Fuck I regret this, It’s dark and I can tell it’s a big area because it’s so echoey in here. I’m currently praising my past self for thinking about the flashlight and glow sticks. I need to find out what in the hell this place is and most importantly, if there’s a damn light switch.
Entry 4: God this place is terrifying I’ve been walking around the sterile white halls of this place for like 10 minutes and have found nothing, no doors, no light switch. I feel like a rat in a maze. Also scratch what I said about being glad I packed glow sticks, because my stupid ass only brought like 20 of these things and I’m already down to 5. Also I feel like I’m not alone, every now and then I’ll turn a corner and the glow from the previous glow stick quickly vanishes. I feel like it might just be because the darkness seems to envelop everything like a blanket. But I have that feeling that I’m being followed. You know the one, where you know somethings wrong you just can’t pin point what it is. Oh shit no way, there’s light, I think there’s a door or something up ahead.
Entry 5: Holy shit… It’s a lab, and worse, there’s people strapped too tables, completely naked and unconscious. I know they are alive because each of them are hooked up with a million different cords, and one of those are plugged into a heart monitor. This place is huge, there has to be at least 50 people on these tables.
“Hey you, you’re not supposed to be in here” yelled a man adorned in a lab coat.
“What are you doing to these kids you sick fucks.” I yelled back at the man across the lab.
In a haste the scientist rushes towards a red button, setting off a loud alarm, turning the lights to a flashing red. With no exit behind me, I could only do one thing... Rush towards him. My training kicked in as I launched into a flurry of calculated strikes. My first hit connected, a right overhand clean under his eye. The doctor stumbled back, but I didn't give him a chance to recover. I pressed the attack, keeping him off balance with a relentless barrage of punches and kicks. He fought back ferociously, but I was one step ahead, anticipating his moves and countering with swift, efficient strikes. We wrestled, the room around us becoming a blur of pain and adrenaline. I used the environment to my advantage, improvising weapons from the scattered medical equipment and turning the empty tables on my opponent. Pinning him to the ground, I laid down a harsh barrage of final blows. His face was a bloody pulp, unrecognizable. But I didn’t walk away unscathed, somewhere in the tussle, the scientist buried a scalpel deep into my stomach. With my adrenaline wearing off, the pain overtook me, sending me into darkness as I fainted from the blood loss and adrenaline dump. I awoke with my arms and legs strapped to the cold metal operating table. Before I could try to struggle, a face overtook my field of vision.
“Quite a fight you put up, you turned poor Dr.Samson into a soup” the looming face said with a chuckle. “You are the first person to put the pieces together and for that I am thoroughly impressed Mr. Hayes”
“Who are you?!” I said fighting at my binds. “Let me go!”
“I’m afraid I can’t do that Mr.Hayes. You have seen far too much, and I definitely can’t have you running around telling the world what you saw here. Although nobody would believe you.” “And to answer your other question, I’m surprised you don’t recognize me… really take a moment and look at me” He said pulling down his face mask.
“Dr.Blackwood?” I said as I looked back on my freshman year biology class.
“Ding ding ding ding. We have a winner!” He said in a maniac joy.
“What are you going to do to me?” I asked.
“Well Mr.Hayes, first I’m going to sew you up from your little tussle you had with my late assistant and then I will put you under and cut into that skull of yours and take out a small piece of what we call in the science world your hippocampus. Then I will draw from that all of the necessary memories to create the perfect clone of you.” He responded.
“Why? Why would you need a clone of any of us. Why can’t you just clone someone willing to be apart of this?” I asked
“Because that’s no fun Mr.Hayes, the hunt excites me. Actually you’re lucky I didn’t get you the first night. Unfortunately my creation had a little bit of a malfunction and formed a wee bit of an attachment to you. I’m sure you remember the ruckus outside your window? Anyways I digress, I do this because everyone of you lowly students will go onto do mediocre jobs where you waste away at a desk. I must also add that with having a clone of you under my control, I can do anything and get away with clean hands. My plan with you originally was to have you go into the admissions office and steal every last cent all for me. On top of that I like the power, because one day I will have a clone of every student on this campus and eventually I will cause a revolt against our comedy of a government. Who will stop me, when I won’t even be on the front lines?” Dr.Blackwood explained.
“I will” I said freeing my last hand from the binds.
What he didn’t realize is that with all of this monologue and the questions I had been feeding him, I was slowly loosening my binds with each wiggle and movement in retaliation.
Lurching forward I grab onto his collar, pulling him into a vicious headbutt. The impact sent Dr. Blackwood reeling backward, his grip on consciousness loosening as he staggered. Seizing the moment, I lunged off the table, adrenaline coursing through my veins despite the searing pain in my abdomen. With a swift motion, I grabbed a nearby surgical instrument, holding it in a defensive stance as I faced my adversary. Dr. Blackwood, recovering from the blow, snarled with rage, his once calm demeanor now replaced by a feral intensity. The room seemed to shrink around us, the tension thickening with each passing second. This was my chance to stop Blackwood's twisted plans. As he lunged forward, I met his attack head-on, the clang of metal reverberating through the room. Blow after blow, we fought with an intensity born of desperation and determination. Despite my injuries, I refused to yield, driven by a fire burnt under me to protect myself and others from Blackwood's actions . In a final, swift move, I delivered a powerful front kick, sending Blackwood crashing to the ground. The room fell silent, the echoes of our struggle fading into the darkness. Coughing he sat in the corner laughing with blood spilling down his face. “You know that it’s too late to save any of these one lying on the tables. I would’ve released you, you know that right? I would’ve simply taken your memory from today out of your brain and leaving you in your bed to wake up thinking you had a fun night” he said with final resolve as he watched me grab the scalpel from the ground taking slow steps near him.
Looking down over him, It was my turn to laugh. Kneeling down to eye level with him I grabbed him by his hair and delivered a final message to him “Fuck you and your little science experiment” as I sliced deep into his throat watching the life fade from his eyes.
I eventually found an exit door, which lead me to a storm drain deep in the woods far from my campus. It took me 2 hours to limp my way onto a main road and flag down a passing car. Pulling over I was rushed to the hospital and later interrogated by some men in suits, my guess is CIA. Here I am now, writing my final entrance. I think I heard them say something about trying a new medical process on me to help me heal quicker.

I am a postgraduate student taking a Master of Science (by coursework) in Management and Technology at Universiti Teknologi Brunei. I'm inviting you to participate in a research study for my final year project on "The Impact of Digital Learning Ecosystems on Student Information Retention in Higher Education Institutions."
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Greetings Brureddit!
I am a postgraduate student taking a Master of Science (by coursework) in Management and Technology at Universiti Teknologi Brunei. I'm inviting you to participate in a research study for my final year project on "The Impact of Digital Learning Ecosystems on Student Information Retention in Higher Education Institutions."
Your experience with digital learning tools is valuable! The survey explores how these tools affect how well students retain information in higher education institutions.
It's completely anonymous and only takes about a 10 - 15 minutes to complete. Your honest feedback would be a huge help!
Would you be willing to participate? Here is the survey link:https://forms.office.com/BbxEtBpALu
If you have any questions, please do not hesitate to DM.

So, I did all the basics of math in school and I took an upgraded course before I could study comp. science at university.
I was bad at it, and Math doesn't actually interest me. The sciences never did, so it's weird I've landed myself in Computer science, and truth be told, I'm not a particularly skilled programmer either. My field of interest lie in the aesthetics, the creative, and the collaboration of thinking of, and implementing games. I did just well enough in projects that I didn't feel discouraged from the entire field, and now I still want to be a contributor in game dev. That said, I feel like math or just my inattention to detail is a problem.
During the higher education I encountered a few instances where I would tell someone "Err, so I don't actually know how to write this" and they'd say "It's just phytagoras. I can't tell you what to do." and I had to figure something out on my own to make a cube move on the screen or something, and I ended up kinda not figuring it out, and I think eventually whoever said something about pythagoras did something on his own.
And it's not like I don't know the pythagoras sentence, it's just that in practice I suck at math and barely know how to apply it. I remember some shit we drew on a blackboard but it doesn't come naturally to me to think mathematically.
But now I'm facing specific needs like, I wanna figure out how to make an eye shader, cuz I have a 3D model where I'm dissatisfied with how glassy the eyes look. But people give me math stuff to figure it out. I'll be running in circles with some design I'm trying to code until some smart guy shows me some x = y2 + i > 0 ???? math that apparently solves it in one sentence.
So I'm a bit agitated by my lack of appliccable knowledge. Do you find that Math is important to your average game work? And if I were to learn about how to develop my own shaders, is there some kind of book that could help me?

Time series forecasting is super important for many industries, like retail, energy, finance, etc.
I delivered many projects in this area with statistical models, deep learning models (LSTM, CNN) and always it was a challenge.
With a great development in language model space I was thinking how LLM architecture could be used for forecasting and while I was exploring this idea I found that Amazon already delivered multiple pretrained time series forecasting models based on language model architectures.
If you are interesting check following resources:
https://github.com/amazon-science/chronos-forecasting
https://www.amazon.science/blog/adapting-language-model-architectures-for-time-series-forecasting
What do you think, will a such models make a forecasting more accurate?

Time series forecasting is super important for many industries, like retail, energy, finance, etc.
I delivered many projects in this area with statistical models, deep learning models (LSTM, CNN) and always it was a challenge.
With a great development in language model space I was thinking how LLM architecture could be used for forecasting and while I was exploring this idea I found that Amazon already delivered multiple pretrained time series forecasting models based on language model architectures.
If you are interesting check following resources:
https://github.com/amazon-science/chronos-forecasting
https://www.amazon.science/blog/adapting-language-model-architectures-for-time-series-forecasting
What do you think, will a such models make a forecasting more accurate?

Hello, I have applied to the MS AI program at NTU and received communication on April 19th that results would be out soon.
But I am yet to hear back, is it safe to assume I have been rejected? The application portal still shows "Application under process"
If not do you think I have a decent chance for admit?
My Profile
GPA - 8.7/10 (B.Tech in Computer Science) Research - 1 publication in IEEE Work Ex - 32 months as a Data Scientist in a F500 company GRE - 327 (167Q, 160V) TOEFL - 111 (R 28, S 30, L 30, W 23) Project and Internships - Multiple
I already have acceptances from

1. SUNY Buffalo, New York - MS CS (AI spec)
2. University of Zurich - MS Data Science and Computational Linguistics (with an option to take 60/144 ECTS at ETH Zurich)
3. University of Edinburgh - but UK is not a good place for tech at the moment.

Hello everyone,
I'm currently working on a project in the social sciences that involves studying diachronic change in meaning, with a primary focus on lexical changes. I’m interested in exploring how words and their meanings evolve over time and how these changes can be quantitatively and qualitatively analyzed.
I’m looking for recommendations on models, tools, and methodologies that are particularly effective for this type of research. Specifically, I would appreciate insights on:

1. Computational Models: Which models are best suited for tracking changes in word meanings over time AND visualising them? I've heard about word embeddings like Word2Vec, GloVe, and contextual embeddings like BERT, but I’m unsure which provides the best overall results (performance, visualisation, explainability).
2. Software Tools: Are there any specific software tools or libraries that you’ve found useful for this kind of analysis? Ease of use and documentation would be a plus.
3. Methodologies: Any specific methodologies or best practices for analyzing and interpreting changes in word meanings? For example, how to deal with polysemy and context-dependent meanings.
4. Case Studies or Research Papers: If you know of any seminal papers or case studies that could provide a good starting point or framework, please share them.

Thanks in advance for your suggestions and insights!

I want to switch to data science. I was trying to find some internships using this resume, applied to at least 100 companies including startups and larger companies. No Interview calls till now. I am guessing my resume is the problem. Might be the projects. Please nitpick my resume. I am in my last semester.
I had applied to data scientist, analyst and AI/ML engineer roles, if there are other roles too where I should apply then please comment.
https://preview.redd.it/onabpskfbc0d1.jpg?width=667&format=pjpg&auto=webp&s=9eb8869e0094755fed99de86e84d9ed3cfba9fc6