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Noosciocircus agent backgrounds, former jobs at C&A, assigned roles, and current internal status.
Kinger
Former professor — Studied child psychology and computer science, moved into neobotanics via germination theory and seedlet development.
Seedlet trainer — Socialized and educated newly germinated seedlets to suit their future assignments. I.e. worked alongside a small team to serve as seedlets’ social parents, K-12 instructors, and upper-education mentors in rapid succession (about a year).
Intermediary — Inserted to assist cooperation and understanding of Caine.
Partially mentally mulekicked — Lives in state of forgetfulness after abstraction of spouse, is prone to reliving past from prior to event.
Ragatha
Former EMT — Worked in a rural community.
Semiohazard medic — Underwent training to treat and assess mulekick victims and to administer care in the presence of semiohazards.
Nootic health supervisor— Inserted to provide nootic endurance training, treat psychological mulekick, and maintain morale.
Obsessive-compulsive — Receives new agents and struggles to maintain morale among team and herself due to low trust in her honesty.
Jax
Former programmer — Gained experience when acquired out of university by a large software company.
Scioner — Developed virtual interfaces for seedlets to operate machinery with.
Circus surveyor — Inserted to assess and map nature of circus simulation, potentially finding avenues of escape.
Anomic — Detached from morals and social stake. Uncooperative and gleefully combative.
Gangle
Former navy sailor — Performed clerical work as a yeoman, served in one of the first semiotically-armed submarines.
Personnel manager — Recordkept C&A researcher employments and managed mess hall.
Task coordinator — Inserted to organize team effort towards escape.
Reclused — Abandoned task and lives in quiet, depressive state.
Zooble
No formal background — Onboarded out of secondary school for certification by C&A as part of a youth outreach initiative.
Mule trainer — Physically handled mules, living semiohazard conveyors for tactical use.
Semiohazard specialist — Inserted to identify, evaluate, and attempt to disarm semiotic tripwires.
Debilitated and self-isolating — Suffers chronic vertigo from randomly pulled avatar. Struggles to participate in adventures at risk of episode.
Pomni
Former accountant — Worked for a chemical research firm before completing her accreditation to become a biochemist.
Collochemist — Performed mesh checkups and oversaw industrial hormone synthesis.
Field researcher — Inserted to collect data from fellows and organize reports for indeterminate recovery. Versed in scientific conduct.
In shock — Currently acclimating to new condition. Fresh and overwhelming preoccupation with escape.
Caine
Neglected — Due to project deadline tightening, Caine’s socialization was expedited in favor of lessons pertinent to his practical purpose. Emerged a well-meaning but awkward and insecure individual unprepared for noosciocircus entrapment.
Prototype — Germinated as an experimental mustard, or semiotic filter seedlet, capable of subconsciously assembling semiohazards and detonating them in controlled conditions.
Nooscioarchitect — Constructs spaces and nonsophont AI for the agents to occupy and interact with using his asset library and computation power. Organizes adventures to mentally stimulate the agents, unknowingly lacing them with hazards.
Helpless — After semiohazard overexposure, an agent’s attachment to their avatar dissolves and their blackroom exposes, a process called abstraction. These open holes in the noosciocircus simulation spill potentially hazardous memories and emotion from the abstracted agent’s mind. Caine stores them in the cellar, a stimulus-free and infoproofed zone that calms the abstracted and nullifies emitted hazards. He genuinely cares about the inserted, but after only being able to do damage control for a continually deteriorating situation, the weight of his failure is beginning to weigh on him in a way he did not get to learn how to express.
#the amazing digital circus#noosciocircus#char speaks#digital circus#tadc Kinger#tadc Ragatha#tadc Jax#tadc gangle#tadc zooble#tadc Pomni#tadc caine#bad ending#sophont ai
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Malevolent modern (or near future, maybe 2030s?) au where Arthur is blind after an accident (which also kills Parker) and John is some kind of ai voice assistant that Arthur buys so he can have a voice in his earphone describing everything to him as an aid, but obviously turns out to be terribly cursed for whatever reason (idk why yet, maybe it's an evil virus like xana from code lyoko, maybe it's a soul trapped in a software/device??), and yet they have to work together and develop a relationship.
is that a good idea or is it dumb lol
if i wrote it (which i can't guarantee i will) i think the tone i would go for would be still kinda horror but more sci-fi than eldritch/fantastical (could maybe the dreamlands be some kind of virtual world?); but i'm thinking this might also work as a more comedic thing?? i'm not sure
(also if this already exists pls send it to me!! i've scrolled for a bit on ao3 through the malovelent fics tagged as "alternate universe - modern setting" and i don't seem to find anything with this concept, but maybe i missed something or it's somewhere else or someone wrote it but didn't post it - if that's you i'd love to read it hehe)
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AGARTHA Aİ - DEVASA+ (4)

In an era where technology and creativity intertwine, AI design is revolutionizing the way we conceptualize and create across various industries. From the runway to retail, 3D fashion design is pushing boundaries, enabling designers to craft intricate garments with unparalleled precision. Likewise, 3D product design is transforming everything from gadgets to furniture, allowing for rapid prototyping and innovation. As we explore these exciting advancements, platforms like Agartha.ai are leading the charge in harnessing artificial intelligence to streamline the design process and inspire new ideas.
AI design
Artificial intelligence (AI) has revolutionized numerous industries, and the realm of design is no exception. By leveraging the power of machine learning and advanced algorithms, AI is transforming the way designers create, innovate, and deliver their products. AI-driven tools enable designers to harness vast amounts of data, allowing for more informed decision-making and streamlined workflows.
In the context of graphic design, AI can assist artists in generating ideas, creating unique visuals, and even automating repetitive tasks. For instance, programs powered by AI design can analyze trends and consumer preferences, producing designs that resonate with target audiences more effectively than traditional methods. This shift not only enhances creativity but also enables designers to focus on strategic thinking and ideation.
Moreover, AI is facilitating personalized design experiences. With the help of algorithms that analyze user behavior, products can be tailored to meet the specific needs and tastes of individuals. This level of customization fosters deeper connections between brands and consumers, ultimately driving customer satisfaction and loyalty in an increasingly competitive market.
3D fashion design
In recent years, 3D fashion design has revolutionized the way we create and visualize clothing. Using advanced software and tools, designers can create lifelike virtual garments that allow for innovative experimentation without the need for physical fabric. This trend has not only streamlined the design process but has also significantly reduced waste in the fashion industry.
Moreover, 3D fashion design enables designers to showcase their creations in a more interactive manner. By utilizing 3D modeling and rendering technologies, designers can present their collections in virtual environments, making it easier for clients and consumers to appreciate the nuances of each piece. This immersive experience also helps in gathering valuable feedback before producing the final product.
Furthermore, the integration of 3D fashion design with augmented reality (AR) and virtual reality (VR) technologies is bringing a fresh perspective to the industry. Consumers can virtually try on clothes from the comfort of their homes, thereby enhancing the shopping experience. As this field continues to evolve, it promises to bridge the gap between creativity and technology, paving the way for a sustainable and forward-thinking fashion future.
3D product design
3D product design has revolutionized the way we conceptualize and create products. With advanced software tools and technologies, designers can now create highly detailed and realistic prototypes that are not only visually appealing but also functional. This process allows for a quicker iteration of ideas, enabling designers to experiment with various styles and functionalities before arriving at the final design.
One of the significant advantages of 3D product design is the ability to visualize products in a virtual environment. Designers can see how their creations would look in real life, which is essential for understanding aesthetics and usability. Additionally, this technology enables manufacturers to identify potential issues in the design phase, reducing costs associated with prototype development and rework.
Moreover, the rise of 3D printing has further enhanced the significance of 3D product design. Designers can swiftly turn their digital models into tangible products, allowing for rapid prototyping and small-batch manufacturing. This agility not only speeds up the time-to-market for new products but also paves the way for more innovative designs that were previously impossible to execute.
Agartha.ai
Agartha.ai is a revolutionary platform that merges artificial intelligence with innovative design, creating a new avenue for designers and creators alike. With the rapid advancements in technology, Agartha.ai leverages AI to streamline various design processes, enabling users to produce unique and captivating designs with ease.
The platform provides tools that empower both emerging and established designers to explore the possibilities of AI design. By utilizing intelligent algorithms, Agartha.ai can assist in generating design options, ensuring that creativity is not hindered but enhanced. This results in a more efficient workflow and allows designers to focus on the conceptual aspects of their projects.
One of the standout features of Agartha.ai is its ability to adapt to different design disciplines, such as 3D fashion design and 3D product design. By supporting a broad spectrum of design fields, it positions itself as a versatile tool that meets the evolving needs of today's creative professionals. Whether it's crafting intricate fashion pieces or developing innovative product designs, Agartha.ai is at the forefront of the design revolution.
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my friend and i have started collaborating on an ukagaka!!! full disclosure, i might be in your inbox way too often. i only have two questions today:
do you have any tips for inexperienced ghosters?
and is there a specific way you'd recommend organizing ideas / information?
thank you!!!! still obsessed with aster they're so lovely
if you're going to be asking about ukagaka development, I strongly suggest joining the ukagaka dream team server instead of coming to me on here. there's people far more experienced with ukagaka development than I am who are also very forthcoming with information. don't feel overwhelmed by the amount of people on there, very few are actually active, but the ones that are have a lot of experience.
I'm there too so I'll be able to help you there personally as well if I can, but pls don't use me as your only source!!! I've only finished one ghost and made the shell for another
as for your questions:
"Do you have any tips for inexperienced ghosters?"
this ended up wordy but I feel like this is a necessary warning, especially if you're using the Girl and Triangle template
Right now the most comprehensive guide/template for ghost creation is the one on ashido.com. I've personally found a lot of use for it and it covers the process of ghost creation very well! The template is likewise full of helpful functions and commentary. Far as I'm aware this is what a lot of people use for their first ghost, so I have to presume you're using it as well.
But the template the guide provides has an unfortunate side effect, and since Aster was built with it, it also may have contributed to it: it can make an impression that ALL ghosts, including ones you make, have to be just as complex or full of features.
Despite the comments saying that you don't have to fill out/even have a function, you may feel like throwing away anything sacrifices the quality of your ghost, or you may feel that it won't be complete that way.
Please don't fall into that trap!!!! This is something I've experienced making Aster, though lucky for me, most features make sense for them, their character being a literal virtual assistant. Not all functions may be fitting for your character!
Most features within that template are Completely Optional, and all your ghost needs to be a good ghost is just creative random talk and a decent shell. This is why Aster's page suggests using Simplicity template as base, it's what I'm using to make Terror Star! So that I can gradually add any functions I may need for it, instead of having an entire shopping list of things I feel like I Have to fill in, even if it may Say I don't have to.
But I feel like the g&t template is still good for studying how to use some functions for shiori events, if you use any! Since the creation of that guide there's also been an entire page of shiori events translated. So once you have some grasp on how the events work, you can just use whatever you need from there. you can also study other ghosts to see how they do things instead!
There's a saying that most developers never finish their first ghost, and I feel like this is a pretty big part of the reason why! Ultimately keep the scope of your ghost small, it doesn't have to be nowhere near as big or daunting of a project as it may seem.
"is there any way you recommend organising ideas/information?"
I've personally used Google keep for a todo list and dialogue drafts while making aster, and rn I'm trying out Obsidian, but literally anything works as long as it works for you! some folk also use Google docs for their planning. don't be afraid of playing around with different software tbh
I genuinely wish you luck on y'all's journey, and if you have any questions, please ask them on the server instead! My experience may not be enough to help you!!
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A few years ago, during one of California’s steadily worsening wildfire seasons, Nat Friedman’s family home burned down. A few months after that, Friedman was in Covid-19 lockdown in the Bay Area, both freaked out and bored. Like many a middle-aged dad, he turned for healing and guidance to ancient Rome. While some of us were watching Tiger King and playing with our kids’ Legos, he read books about the empire and helped his daughter make paper models of Roman villas. Instead of sourdough, he learned to bake Panis Quadratus, a Roman loaf pictured in some of the frescoes found in Pompeii. During sleepless pandemic nights, he spent hours trawling the internet for more Rome stuff. That’s how he arrived at the Herculaneum papyri, a fork in the road that led him toward further obsession. He recalls exclaiming: “How the hell has no one ever told me about this?”
The Herculaneum papyri are a collection of scrolls whose status among classicists approaches the mythical. The scrolls were buried inside an Italian countryside villa by the same volcanic eruption in 79 A.D. that froze Pompeii in time. To date, only about 800 have been recovered from the small portion of the villa that’s been excavated. But it’s thought that the villa, which historians believe belonged to Julius Caesar’s prosperous father-in-law, had a huge library that could contain thousands or even tens of thousands more. Such a haul would represent the largest collection of ancient texts ever discovered, and the conventional wisdom among scholars is that it would multiply our supply of ancient Greek and Roman poetry, plays and philosophy by manyfold. High on their wish lists are works by the likes of Aeschylus, Sappho and Sophocles, but some say it’s easy to imagine fresh revelations about the earliest years of Christianity.
“Some of these texts could completely rewrite the history of key periods of the ancient world,” says Robert Fowler, a classicist and the chair of the Herculaneum Society, a charity that tries to raise awareness of the scrolls and the villa site. “This is the society from which the modern Western world is descended.”
The reason we don’t know exactly what’s in the Herculaneum papyri is, y’know, volcano. The scrolls were preserved by the voluminous amount of superhot mud and debris that surrounded them, but the knock-on effects of Mount Vesuvius charred them beyond recognition. The ones that have been excavated look like leftover logs in a doused campfire. People have spent hundreds of years trying to unroll them—sometimes carefully, sometimes not. And the scrolls are brittle. Even the most meticulous attempts at unrolling have tended to end badly, with them crumbling into ashy pieces.
In recent years, efforts have been made to create high-resolution, 3D scans of the scrolls’ interiors, the idea being to unspool them virtually. This work, though, has often been more tantalizing than revelatory. Scholars have been able to glimpse only snippets of the scrolls’ innards and hints of ink on the papyrus. Some experts have sworn they could see letters in the scans, but consensus proved elusive, and scanning the entire cache is logistically difficult and prohibitively expensive for all but the deepest-pocketed patrons. Anything on the order of words or paragraphs has long remained a mystery.
But Friedman wasn’t your average Rome-loving dad. He was the chief executive officer of GitHub Inc., the massive software development platform that Microsoft Corp. acquired in 2018. Within GitHub, Friedman had been developing one of the first coding assistants powered by artificial intelligence, and he’d seen the rising power of AI firsthand. He had a hunch that AI algorithms might be able to find patterns in the scroll images that humans had missed.
After studying the problem for some time and ingratiating himself with the classics community, Friedman, who’s left GitHub to become an AI-focused investor, decided to start a contest. Last year he launched the Vesuvius Challenge, offering $1 million in prizes to people who could develop AI software capable of reading four passages from a single scroll. “Maybe there was obvious stuff no one had tried,” he recalls thinking. “My life has validated this notion again and again.”
As the months ticked by, it became clear that Friedman’s hunch was a good one. Contestants from around the world, many of them twentysomethings with computer science backgrounds, developed new techniques for taking the 3D scans and flattening them into more readable sheets. Some appeared to find letters, then words. They swapped messages about their work and progress on a Discord chat, as the often much older classicists sometimes looked on in hopeful awe and sometimes slagged off the amateur historians.
On Feb. 5, Friedman and his academic partner Brent Seales, a computer science professor and scroll expert, plan to reveal that a group of contestants has delivered transcriptions of many more than four passages from one of the scrolls. While it’s early to draw any sweeping conclusions from this bit of work, Friedman says he’s confident that the same techniques will deliver far more of the scrolls’ contents. “My goal,” he says, “is to unlock all of them.”
Before Mount Vesuvius erupted, the town of Herculaneum sat at the edge of the Gulf of Naples, the sort of getaway wealthy Romans used to relax and think. Unlike Pompeii, which took a direct hit from the Vesuvian lava flow, Herculaneum was buried gradually by waves of ash, pumice and gases. Although the process was anything but gentle, most inhabitants had time to escape, and much of the town was left intact under the hardening igneous rock. Farmers first rediscovered the town in the 18th century, when some well-diggers found marble statues in the ground. In 1750 one of them collided with the marble floor of the villa thought to belong to Caesar’s father-in-law, Senator Lucius Calpurnius Piso Caesoninus, known to historians today as Piso.
During this time, the first excavators who dug tunnels into the villa to map it were mostly after more obviously valuable artifacts, like the statues, paintings and recognizable household objects. Initially, people who ran across the scrolls, some of which were scattered across the colorful floor mosaics, thought they were just logs and threw them on a fire. Eventually, though, somebody noticed the logs were often found in what appeared to be libraries or reading rooms, and realized they were burnt papyrus. Anyone who tried to open one, however, found it crumbling in their hands.
Terrible things happened to the scrolls in the many decades that followed. The scientif-ish attempts to loosen the pages included pouring mercury on them (don’t do that) and wafting a combination of gases over them (ditto). Some of the scrolls have been sliced in half, scooped out and generally abused in ways that still make historians weep. The person who came the closest in this period was Antonio Piaggio, a priest. In the late 1700s he built a wooden rack that pulled silken threads attached to the edge of the scrolls and could be adjusted with a simple mechanism to unfurl the document ever so gently, at a rate of 1 inch per day. Improbably, it sort of worked; the contraption opened some scrolls, though it tended to damage them or outright tear them into pieces. In later centuries, teams organized by other European powers, including one assembled by Napoleon, pieced together torn bits of mostly illegible text here and there.
Today the villa remains mostly buried, unexcavated and off-limits even to the experts. Most of what’s been found there and proven legible has been attributed to Philodemus, an Epicurean philosopher and poet, leading historians to hope there’s a much bigger main library buried elsewhere on-site. A wealthy, educated man like Piso would have had the classics of the day along with more modern works of history, law and philosophy, the thinking goes. “I do believe there’s a much bigger library there,” says Richard Janko, a University of Michigan classical studies professor who’s spent painstaking hours assembling scroll fragments by hand, like a jigsaw puzzle. “I see no reason to think it should not still be there and preserved in the same way.” Even an ordinary citizen from that time could have collections of tens of thousands of scrolls, Janko says. Piso is known to have corresponded often with the Roman statesman Cicero, and the apostle Paul had passed through the region a couple of decades before Vesuvius erupted. There could be writings tied to his visit that comment on Jesus and Christianity. “We have about 800 scrolls from the villa today,” Janko says. “There could be thousands or tens of thousands more.”
In the modern era, the great pioneer of the scrolls is Brent Seales, a computer science professor at the University of Kentucky. For the past 20 years he’s used advanced medical imaging technology designed for CT scans and ultrasounds to analyze unreadable old texts. For most of that time he’s made the Herculaneum papyri his primary quest. “I had to,” he says. “No one else was working on it, and no one really thought it was even possible.”
Progress was slow. Seales built software that could theoretically take the scans of a coiled scroll and unroll it virtually, but it wasn’t prepared to handle a real Herculaneum scroll when he put it to the test in 2009. “The complexity of what we saw broke all of my software,” he says. “The layers inside the scroll were not uniform. They were all tangled and mashed together, and my software could not follow them reliably.”
By 2016 he and his students had managed to read the Ein Gedi scroll, a charred ancient Hebrew text, by programming their specialized software to detect changes in density between the burnt manuscript and the burnt ink layered onto it. The software made the letters light up against a darker background. Seales’ team had high hopes to apply this technique to the Herculaneum papyri, but those were written with a different, carbon-based ink that their imaging gear couldn’t illuminate in the same way.
Over the past few years, Seales has begun experimenting with AI. He and his team have scanned the scrolls with more powerful imaging machines, examined portions of the papyrus where ink was visible and trained algorithms on what those patterns looked like. The hope was that the AI would start picking up on details that the human eye missed and could apply what it learned to more obfuscated scroll chunks. This approach proved fruitful, though it remained a battle of inches. Seales’ technology uncovered bits and pieces of the scrolls, but they were mostly unreadable. He needed another breakthrough.
Friedman set up Google alerts for Seales and the papyri in 2020, while still early in his Rome obsession. After a year passed with no news, he started watching YouTube videos of Seales discussing the underlying challenges. Among other things, he needed money. By 2022, Friedman was convinced he could help. He invited Seales out to California for an event where Silicon Valley types get together and share big ideas. Seales gave a short presentation on the scrolls to the group, but no one bit. “I felt very, very guilty about this and embarrassed because he’d come out to California, and California had failed him,” Friedman says.
On a whim, Friedman proposed the idea of a contest to Seales. He said he’d put up some of his own money to fund it, and his investing partner Daniel Gross offered to match it.
Seales says he was mindful of the trade-offs. The Herculaneum papyri had turned into his life’s work, and he wanted to be the one to decode them. More than a few of his students had also poured time and energy into the project and planned to publish papers about their efforts. Now, suddenly, a couple of rich guys from Silicon Valley were barging into their territory and suggesting that internet randos could deliver the breakthroughs that had eluded the experts.
More than glory, though, Seales really just hoped the scrolls would be read, and he agreed to hear Friedman out and help design the AI contest. They kicked off the Vesuvius Challenge last year on the Ides of March. Friedman announced the contest on the platform we fondly remember as Twitter, and many of his tech friends agreed to pledge their money toward the effort while a cohort of budding papyrologists began to dig into the task at hand. After a couple of days, Friedman had amassed enough money to offer $1 million in prizes, along with some extra money to throw at some of the more time-intensive basics.
Friedman hired people online to gather the existing scroll imagery, catalog it and create software tools that made it easier to chop the scrolls into segments and to flatten the images out into something that was readable on a computer screen. After finding a handful of people who were particularly good at this, he made them full members of his scroll contest team, paying them $40 an hour. His hobby was turning into a lifestyle.
The initial splash of attention helped open new doors. Seales had lobbied Italian and British collectors for years to scan his first scrolls. Suddenly the Italians were now offering up two new scrolls for scanning to provide more AI training data. With Friedman’s backing, a team set to work building precision-fitting, 3D-printed cases to protect the new scrolls on their private jet flight from Italy to a particle accelerator in England. There they were scanned for three days straight at a cost of about $70,000.
Seeing the imaging process in action drives home both the magic and difficulty inherent in this quest. One of the scroll remnants placed in the scanner, for example, wasn’t much bigger than a fat finger. It was peppered by high-energy X-rays, much like a human going through a CT scan, except the resulting images were delivered in extremely high resolution. (For the real nerds: about 8 micrometers.) These images were virtually carved into a mass of tiny slices too numerous for a person to count. Along each slice, the scanner picked up infinitesimal changes in density and thickness. Software was then used to unroll and flatten out the slices, and the resulting images looked recognizably like sheets of papyrus, the writing on them hidden.
The files generated by this process are so large and difficult to deal with on a regular computer that Friedman couldn’t throw a whole scroll at most would-be contest winners. To be eligible for the $700,000 grand prize, contestants would have until the end of 2023 to read just four passages of at least 140 characters of contiguous text. Along the way, smaller prizes ranging from $1,000 to $100,000 would be awarded for various milestones, such as the first to read letters in a scroll or to build software tools capable of smoothing the image processing. With a nod to his open-source roots, Friedman insisted these prizes could be won only if the contestants agreed to show the world how they did it.
Luke Farritor was hooked from the start. Farritor—a bouncy 22-year-old Nebraskan undergraduate who often exclaims, “Oh, my goodness!”—heard Friedman describe the contest on a podcast in March. “I think there’s a 50% chance that someone will encounter this opportunity, get the data and get nerd-sniped by it, and we’ll solve it this year,” Friedman said on the show. Farritor thought, “That could be me.”
The early months were a slog of splotchy images. Then Casey Handmer, an Australian mathematician, physicist and polymath, scored a point for humankind by beating the computers to the first major breakthrough. Handmer took a few stabs at writing scroll-reading code, but he soon concluded he might have better luck if he just stared at the images for a really long time. Eventually he began to notice what he and the other contestants have come to call “crackle,” a faint pattern of cracks and lines on the page that resembles what you might see in the mud of a dried-out lakebed. To Handmer’s eyes, the crackle seemed to have the shape of Greek letters and the blobs and strokes that accompany handwritten ink. He says he believes it to be dried-out ink that’s lifted up from the surface of the page.
The crackle discovery led Handmer to try identifying clips of letters in one scroll image. In the spirit of the contest, he posted his findings to the Vesuvius Challenge’s Discord channel in June. At the time, Farritor was a summer intern at SpaceX. He was in the break room sipping a Diet Coke when he saw the post, and his initial disbelief didn’t last long. Over the next month he began hunting for crackle in the other image files: one letter here, another couple there. Most of the letters were invisible to the human eye, but 1% or 2% had the crackle. Armed with those few letters, he trained a model to recognize hidden ink, revealing a few more letters. Then Farritor added those letters to the model’s training data and ran it again and again and again. The model starts with something only a human can see—the crackle pattern—then learns to see ink we can’t.
Unlike today’s large-language AI models, which gobble up data, Farritor’s model was able to get by with crumbs. For each 64-pixel-by-64-pixel square of the image, it was merely asking, is there ink here or not? And it helped that the output was known: Greek letters, squared along the right angles of the cross-hatched papyrus fibers.
In early August, Farritor received an opportunity to put his software to the test. He’d returned to Nebraska to finish out the summer and found himself at a house party with friends when a new, crackle-rich image popped up in the contest’s Discord channel. As the people around him danced and drank, Farritor hopped on his phone, connected remotely to his dorm computer, threw the image into his machine-learning system, then put his phone away. “An hour later, I drive all my drunk friends home, and then I’m walking out of the parking garage, and I take my phone out not expecting to see anything,” he says. “But when I open it up, there’s three Greek letters on the screen.”
Around 2 a.m., Farritor texted his mom and then Friedman and the other contestants about what he’d found, fighting back tears of joy. “That was the moment where I was like, ‘Oh, my goodness, this is actually going to work. We’re going to read the scrolls.’”
Soon enough, Farritor found 10 letters and won $40,000 for one of the contest’s progress prizes. The classicists reviewed his work and said he’d found the Greek word for “purple.”
Farritor continued to train his machine-learning model on crackle data and to post his progress on Discord and Twitter. The discoveries he and Handmer made also set off a new wave of enthusiasm among contestants, and some began to employ similar techniques. In the latter part of 2023, Farritor formed an alliance with two other contestants, Youssef Nader and Julian Schilliger, in which they agreed to combine their technology and share any prize money.
In the end, the Vesuvius Challenge received 18 entries for its grand prize. Some submissions were ho-hum, but a handful showed that Friedman’s gamble had paid off. The scroll images that were once ambiguous blobs now had entire paragraphs of letters lighting up across them. The AI systems had brought the past to life. “It’s a situation that you practically never encounter as a classicist,” says Tobias Reinhardt, a professor of ancient philosophy and Latin literature at the University of Oxford. “You mostly look at texts that have been looked at by someone before. The idea that you are reading a text that was last unrolled on someone’s desk 1,900 years ago is unbelievable.”
A group of classicists reviewed all the entries and did, in fact, deem Farritor’s team the winners. They were able to stitch together more than a dozen columns of text with entire paragraphs all over their entry. Still translating, the scholars believe the text to be another work by Philodemus, one centered on the pleasures of music and food and their effects on the senses. “Peering at and beginning to transcribe the first reasonably legible scans of this brand-new ancient book was an extraordinarily emotional experience,” says Janko, one of the reviewers. While these passages aren’t particularly revelatory about ancient Rome, most classics scholars have their hopes for what might be next.
There’s a chance that the villa is tapped out—that there are no more libraries of thousands of scrolls waiting to be discovered—or that the rest have nothing mind-blowing to offer. Then again, there’s the chance they contain valuable lessons for the modern world.
That world, of course, includes Ercolano, the modern town of about 50,000 built on top of ancient Herculaneum. More than a few residents own property and buildings atop the villa site. “They would have to kick people out of Ercolano and destroy everything to uncover the ancient city,” says Federica Nicolardi, a papyrologist at the University of Naples Federico II.
Barring a mass relocation, Friedman is working to refine what he’s got. There’s plenty left to do; the first contest yielded about 5% of one scroll. A new set of contestants, he says, might be able to reach 85%. He also wants to fund the creation of more automated systems that can speed the processes of scanning and digital smoothing. He’s now one of the few living souls who’s roamed the villa tunnels, and he says he’s also contemplating buying scanners that can be placed right at the villa and used in parallel to scan tons of scrolls per day. “Even if there’s just one dialogue of Aristotle or a beautiful lost Homeric poem or a dispatch from a Roman general about this Jesus Christ guy who’s roaming around,” he says, “all you need is one of those for the whole thing to be more than worth it.”
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Maxtra Technologies: Your Trusted Artificial Intelligence Development Company
Maxtra Technologies, a trusted Artificial Intelligence Development Company, delivers innovative AI solutions to enhance efficiency, drive growth, and personalize experiences. Unlock AI's full potential with our tailored services, designed to empower businesses and stay ahead in today's competitive market.
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Unleashing Innovation: How Intel is Shaping the Future of Technology
Introduction
In the fast-paced world of technology, few companies have managed to stay at the forefront of innovation as consistently as Intel. With a history spanning over five decades, Intel has transformed from a small semiconductor manufacturer into a global powerhouse that plays a pivotal role in shaping how we interact with technology today. From personal computing to artificial intelligence (AI) and beyond, Intel's innovations have not only defined industries but have also created new markets altogether.
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In this comprehensive article, we'll delve deep into how Intel is unleashing innovation and shaping the future of technology across various domains. We’ll explore its history, key products, groundbreaking research initiatives, sustainability efforts, and much more. Buckle up as we take you on a journey through Intel’s dynamic Extra resources landscape.
Unleashing Innovation: How Intel is Shaping the Future of Technology
Intel's commitment to innovation is foundational to its mission. The company invests billions annually in research and development (R&D), ensuring that it remains ahead of market trends and consumer demands. This relentless pursuit of excellence manifests in several key areas:
The Evolution of Microprocessors A Brief History of Intel's Microprocessors
Intel's journey began with its first microprocessor, the 4004, launched in 1971. Since then, microprocessor technology has evolved dramatically. Each generation brought enhancements in processing power and energy efficiency that changed the way consumers use technology.
The Impact on Personal Computing
Microprocessors are at the heart of every personal computer (PC). They dictate performance capabilities that directly influence user experience. By continually optimizing their designs, Intel has played a crucial role in making PCs faster and more powerful.
Revolutionizing Data Centers High-Performance Computing Solutions
Data centers are essential for businesses to store and process massive amounts of information. Intel's high-performance computing solutions are designed to handle complex workloads efficiently. Their Xeon processors are specifically optimized for data center applications.
Cloud Computing and Virtualization
As cloud services become increasingly popular, Intel has developed technologies that support virtualization and cloud infrastructure. This innovation allows businesses to scale operations rapidly without compromising performance.
Artificial Intelligence: A New Frontier Intel’s AI Strategy
AI represents one of the most significant technological advancements today. Intel recognizes this potential and has positioned itself as a leader in AI hardware and software solutions. Their acquisitions have strengthened their AI portfolio significantly.
AI-Powered Devices
From smart assistants to autonomous vehicles, AI is embedded in countless devices today thanks to advancements by companies like Intel. These innovations enhance user experience by providing personalized services based on data analysis.
Internet of Things (IoT): Connecting Everything The Role of IoT in Smart Cities
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Warehouse Buzzer System
How Electronic Message Boards Assist In Updating

Electronic message boards are fairly prevalent today, and their usage seems to be proliferating. Message boards in electronic kind properly interact swiftly upgraded company memoranda, final timetable modifications, and marketing, three fairly various applications providing one an idea of the breadth that this medium has gotten to. Herein we explore the phenomenon both generally and in regards to the power released when incorporated with an integrated clock system.
Electronic message boards derive from a lengthy background of open-air communication making use of indicators, billboards, marquees, and so on. Trick attributes were the layouts utilized and the feedback time for updating info. The most usual style entailed drawing on comprehensive personality collections, containing letters, numbers, and spelling, to create words, hanging them from hooks or resting them on wooden slats.
Posts were changed by hand, and updates were thus irregular. In time, updating was improved and somewhat automated using electronic control, such as seen with old baseball park scoreboards.
However, there was still the danger of lacking specific characters and being rendered unable to display all words in your message. This problem was addressed when the dot matrix selection was created, which stood for any type of character (in any type of typeface)-- also graphics-- with a rectangular pattern of on-or-off dots. These could be published on paper, yet a lot more effective was to present them in grids of light bulbs or on a screen.
Mapping formulas converted text into ranges of dots virtually instantaneously, and while drivers entered on a console, messages scrolled across the screen in essentially live. This system still required manual work, however the display screen tool was much easier to read, new, and updatable in a matter of moments. Whence the birth of electronic message boards that utilized light bulbs as the dots, or pixels.
Early light bulbs were incandescent, and were really the only choice; nonetheless, they had brief life-spans and prone to failing from shock. By the millenium, light producing diodes (LED) were a fully grown innovation and available in several shades, including white. Additionally, they outlived incandescent light bulbs by approximately 50 times, were not so breakable, and rapidly came to be the recommended part for message boards.
In time developers got extra creative with the tool and wanted to have more than one "on" shade to deal with. LEDs can fulfill this desire with their 3-in-1 mix of the 3 primary colors to synthesize white light; by choosing different sub-combinations you can obtain 7 various shades.
At some point, upgrading had to transition out of its humble manual origins. Now, textual info can be gotten in real time or gotten from data sources, and software is utilized to map the information right into matrices of (color-coded) dots that get buffered and presented quickly, effortlessly, and effortlessly. Graphics can be incorporated if they are mapped in advance.
Therefore, the modern digital boards are essentially automated, though there are provisions for bypassing scheduled programs with brand-new content in emergencies. Synchronous timekeeping systems manage everything.
An intriguing advancement is the integration of sound signals with the visual information being displayed on a sign in either textual or visual kind. It is popular that a close coordination of both kinds of sensuous stimulations has a tendency to get the message throughout many successfully. It's not a combination of both elements into tune, yet rather the use of sounds (bells, tones, whistles) as focus grabbers to change emphasis of the target market to what the board is showing, whether it be information or other timely information. synchronized clocks for hospitals
The world has actually expanded tired with fixed messaging in regards to both web content and style. Things need to be vibrant to sign up, and this needs constant educational updates. With this article we have seen exactly how electronic message boards promote updating.
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“If technocracy wins this battle and they implement it on a global basis, it will again take hundreds of years before the concept of freedom and liberty will resurface again. It will take a very long time; it won’t just come snapping back, it will not be a fade. Once they get control over the economic mechanism, they will virtually have control over life itself. They will make people of the world dance like puppets on a string.” ⁃ Patrick Wood, TN Editor.
This is a very important question. I think about it daily as the meteoric rise of scientism creates a new materialistic priest class, in whom you must put your faith and devotion.
What is Technocracy?
A scientific dictatorship, enabled by full-scale surveillance, in which an elite class of scientists and engineers manages every facet of life. Technocrats are “persons who exercise power by virtue of their technical knowledge.”
Technocracy is the Brave New World in Aldous Huxley’s 1932 novel, which was more a “I just got out of a meeting and here’s how it’s going down,” memo rather than a cautionary tale.
In this presentation about COVID-19, Dr. Lee Merritt, influenced by Patrick Wood’s writings on technocracy, shared the etymology:
Techn = skillKrat = kratos (divine personification of power)
She summed up technocracy: Data gathered on everybody in the world and fed to un-elected officials, who are smarter than everybody, and will use the information to create amazing solutions. It boils down to “power via differential knowledge,” meaning if you have knowledge that only a select few have, you can lord it over the majority of people.
The Internet and Total Surveillance
Once the possibility of a total surveillance state materialized with the inception of the Internet, technocracy became the crown jewel in the Cabal’s totalitarian New World Order agenda.
The timeline is speeding up. Their dreams of ruling the world are veering toward a terrifying reality with artificial intelligence, propaganda in everybody’s pocket, and a bazillion data points on every man, woman, and child on Earth.
Patrick Wood, the OG of technocracy research, said once we reach a scientific dictatorship society … “liberty will be a historic curiosity.”
In order to achieve this goal, the technocrats developed mass surveillance, which has only been possible in the modern age with the Internet. This is their time to act.
Smart meters on houses monitor how much energy you consume.
Credit card transactions track consumer behavior and move people away from hard currency.
Social media fills out the dossier with beliefs, names of friends and family, images, and much more.
The Affordable Care Act digitizes your medical history.
Smart gadgets—Fitbit, Oura Ring, etc.—pass all of your vital stats to central repositories.
Smartphones track where you are, what you’re doing (they can listen in), and what information you’re consuming and entertainment you are consuming.
The Internet of Things (IoT) adds more daily data. What’s in your fridge? What do you watch on TV? And even more nefarious, there are credible reports detailing how they can watch us through our TVs.
Facial recognition software and cameras monitor every square inch of public space.
Virtual assistants like Alexa monitor your every word and train people to be useless (“please machine, turn on that light … I cannot do it myself”).
Public school jams cultural Marxism down the throat of every child, while Common Core collects 400 pieces of data on every child, which is on their record for life.
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i was in a meeting with product yesterday and they were pitching the idea of using GenAI as a virtual assistant for our software. everyone else on my team was getting so excited and wanted to implement something that could do simple yet tedious tasks for us. i was the only one in that room that brought up the fact that AI will create shit out of thin air and how many problems that would cause for us. not to mention how much more time it would take to develop a tool like that off the bat. i was just bewildered that everyone was salivating about the idea, especially the most senior member of our team who uses ChatGPT the most, because they don't think about consequences??? i got them to pair it down to an advanced search engine for our help doc archive since its overwhelming and hard to learn how to search but i felt so alone in that room. Like people are so seduced by the IDEA of AI that they don't stop to think that the tech isn't fucking there yet!!!
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With a web app development virtual assistant committed to your company, you can turn website visitors into customers, develop your own apps, and maintain the security and updates of your website. Pankh Consultancy Pvt. Ltd provide a broad range of virtual assistant support services in the areas of digital marketing, branding, web development, mobile development, and design and strategy consulting. Contact Now ! +1 (646-609-7473)
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Profitable Business Ideas for 2025
As we step into 2025, the business landscape is evolving rapidly. With advancing technology, changing consumer needs, and increasing digital adoption, new opportunities are emerging. Whether you want to start a full-time venture or a side hustle, choosing the right business is key to success. Here are some of the most promising business ideas for 2025.
1. Artificial Intelligence-Based Businesses
AI is revolutionizing industries, and businesses that integrate AI solutions will thrive. Some ideas include:
AI-Driven Virtual Assistants for Businesses
AI-Powered Personalized Shopping Experiences
AI Tools for Content Generation and Automation
2. Sustainable & Eco-Friendly Ventures
With rising environmental concerns, sustainable businesses are in high demand. You can start:
Zero-Waste Packaging Solutions
Renewable Energy Consulting & Solar Panel Installation
Eco-Friendly Fashion and Accessories
3. E-Commerce & Online Selling
The online marketplace continues to expand. If you want to start an e-commerce business, consider:
Customized Print-on-Demand Products
Niche Subscription Boxes (organic food, pet treats, etc.)
Selling Digital Products like E-books & Templates
4. Health & Wellness Businesses
The health sector is booming as people become more health-conscious. Profitable options include:
Virtual Fitness Training & Home Workout Plans
Organic & Herbal Supplement Business
Meditation & Mental Health Coaching
5. Digital Marketing & Branding Services
Businesses are investing heavily in their online presence. You can offer:
SEO & Content Marketing Solutions
Social Media Management & Growth Strategies
PPC Advertising & Influencer Marketing Services
6. Freelancing & Remote Work Opportunities
The freelance industry is thriving. If you have a skill, you can monetize it through:
Professional Blogging & Copywriting Services
Graphic Design & Website Development
Virtual Assistant & Administrative Support
7. Online Education & Coaching
E-learning is growing exponentially, and you can take advantage by offering:
Creating & Selling Digital Courses
Career Guidance & Resume Writing Services
Language & Soft Skills Training
8. Tech Startups & Software Development
Tech solutions are in high demand, making software development a lucrative field. Ideas include:
SaaS (Software as a Service) Solutions for Businesses
Mobile Apps for Personal Productivity & Business Management
Web3 & Blockchain-Based Platforms
9. Food & Beverage Industry Innovations
Food-related businesses continue to evolve with consumer preferences. Some trending ideas are:
Cloud Kitchen & Food Delivery Business
Organic & Plant-Based Snack Manufacturing
Specialty Coffee, Tea, or Juice Bars
10. Pet Care & Accessories Business
The pet industry is booming, providing great business opportunities. Consider:
Selling Organic & Handmade Pet Products
Professional Pet Grooming Services
Personalized Pet Clothing & Accessories
Conclusion
The year 2025 offers numerous business opportunities across various sectors. To succeed, choose a business that aligns with your skills, interests, and market demand. By staying innovative and customer-focused, you can build a profitable and sustainable business.
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Data Security in Conversational AI: How Chatlayer Ensures Compliance
Chatlayer keeps user data safe in AI-powered chats by using strong encryption, following GDPR rules, and controlling who can access the data. It protects sensitive information by securing how data is stored and shared. To stay compliant, Chatlayer runs regular security checks which uses anonymization to hide personal details, and ensures only authorized people can access certain data. With AI governance policies and real-time monitoring, it helps prevent data leaks and security risks. This focus on privacy allows businesses to use AI chat solutions with confidence, keeping user trust and meeting legal requirements.
AI chatbot conversation
Chatbots are among the fastest-growing ways of interacting with various customer service systems. People use the chat interface extensively because it is intuitive, fast, and can keep up with the higher demand for customer service. AI chatbot conversation and intelligent virtual assistants often aid in bringing additional efficiency to customer service departments by answering questions in real-time and in several languages. The top chatbot platform in India facilitates the development of chatbots that can reply in vernacular languages without delay.
Chatbot services
When thinking about improving your customer service with the help of bots, it’s important to think beyond basic chatbots. While these rule-based bots can help some customer chatbot services situations, “button bots” are more limited in conversational skills. They can help your team pre-qualify leads, understand what a customer is looking for, and answer some basic questions. However, for more complex situations, smart AI-based chatbots can make a difference for your customers, your team, and, ultimately, your business.
Voice-based chatbot
Voice-based chatbot represent an evolution in AI communication tools, changing how customers engage with technology. Unlike standard text-based models, they use natural language processing (NLP). Such software goes beyond typed interactions, changing natural speech conversations. As artificial intelligence (AI) transforms industries, the integration of AI voice chatbots is gaining traction, revolutionizing how businesses handle customer interactions.
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