#web based training software

[mostlysignssomeportents]

Humans are not perfectly vigilant

I'm on tour with my new, nationally bestselling novel The Bezzle! Catch me in BOSTON with Randall "XKCD" Munroe (Apr 11), then PROVIDENCE (Apr 12), and beyond!

Here's a fun AI story: a security researcher noticed that large companies' AI-authored source-code repeatedly referenced a nonexistent library (an AI "hallucination"), so he created a (defanged) malicious library with that name and uploaded it, and thousands of developers automatically downloaded and incorporated it as they compiled the code:

https://www.theregister.com/2024/03/28/ai_bots_hallucinate_software_packages/

These "hallucinations" are a stubbornly persistent feature of large language models, because these models only give the illusion of understanding; in reality, they are just sophisticated forms of autocomplete, drawing on huge databases to make shrewd (but reliably fallible) guesses about which word comes next:

https://dl.acm.org/doi/10.1145/3442188.3445922

Guessing the next word without understanding the meaning of the resulting sentence makes unsupervised LLMs unsuitable for high-stakes tasks. The whole AI bubble is based on convincing investors that one or more of the following is true:

There are low-stakes, high-value tasks that will recoup the massive costs of AI training and operation;

There are high-stakes, high-value tasks that can be made cheaper by adding an AI to a human operator;

Adding more training data to an AI will make it stop hallucinating, so that it can take over high-stakes, high-value tasks without a "human in the loop."

These are dubious propositions. There's a universe of low-stakes, low-value tasks – political disinformation, spam, fraud, academic cheating, nonconsensual porn, dialog for video-game NPCs – but none of them seem likely to generate enough revenue for AI companies to justify the billions spent on models, nor the trillions in valuation attributed to AI companies:

https://locusmag.com/2023/12/commentary-cory-doctorow-what-kind-of-bubble-is-ai/

The proposition that increasing training data will decrease hallucinations is hotly contested among AI practitioners. I confess that I don't know enough about AI to evaluate opposing sides' claims, but even if you stipulate that adding lots of human-generated training data will make the software a better guesser, there's a serious problem. All those low-value, low-stakes applications are flooding the internet with botshit. After all, the one thing AI is unarguably very good at is producing bullshit at scale. As the web becomes an anaerobic lagoon for botshit, the quantum of human-generated "content" in any internet core sample is dwindling to homeopathic levels:

https://pluralistic.net/2024/03/14/inhuman-centipede/#enshittibottification

This means that adding another order of magnitude more training data to AI won't just add massive computational expense – the data will be many orders of magnitude more expensive to acquire, even without factoring in the additional liability arising from new legal theories about scraping:

https://pluralistic.net/2023/09/17/how-to-think-about-scraping/

That leaves us with "humans in the loop" – the idea that an AI's business model is selling software to businesses that will pair it with human operators who will closely scrutinize the code's guesses. There's a version of this that sounds plausible – the one in which the human operator is in charge, and the AI acts as an eternally vigilant "sanity check" on the human's activities.

For example, my car has a system that notices when I activate my blinker while there's another car in my blind-spot. I'm pretty consistent about checking my blind spot, but I'm also a fallible human and there've been a couple times where the alert saved me from making a potentially dangerous maneuver. As disciplined as I am, I'm also sometimes forgetful about turning off lights, or waking up in time for work, or remembering someone's phone number (or birthday). I like having an automated system that does the robotically perfect trick of never forgetting something important.

There's a name for this in automation circles: a "centaur." I'm the human head, and I've fused with a powerful robot body that supports me, doing things that humans are innately bad at.

That's the good kind of automation, and we all benefit from it. But it only takes a small twist to turn this good automation into a nightmare. I'm speaking here of the reverse-centaur: automation in which the computer is in charge, bossing a human around so it can get its job done. Think of Amazon warehouse workers, who wear haptic bracelets and are continuously observed by AI cameras as autonomous shelves shuttle in front of them and demand that they pick and pack items at a pace that destroys their bodies and drives them mad:

https://pluralistic.net/2022/04/17/revenge-of-the-chickenized-reverse-centaurs/

Automation centaurs are great: they relieve humans of drudgework and let them focus on the creative and satisfying parts of their jobs. That's how AI-assisted coding is pitched: rather than looking up tricky syntax and other tedious programming tasks, an AI "co-pilot" is billed as freeing up its human "pilot" to focus on the creative puzzle-solving that makes coding so satisfying.

But an hallucinating AI is a terrible co-pilot. It's just good enough to get the job done much of the time, but it also sneakily inserts booby-traps that are statistically guaranteed to look as plausible as the good code (that's what a next-word-guessing program does: guesses the statistically most likely word).

This turns AI-"assisted" coders into reverse centaurs. The AI can churn out code at superhuman speed, and you, the human in the loop, must maintain perfect vigilance and attention as you review that code, spotting the cleverly disguised hooks for malicious code that the AI can't be prevented from inserting into its code. As "Lena" writes, "code review [is] difficult relative to writing new code":

https://twitter.com/qntm/status/1773779967521780169

Why is that? "Passively reading someone else's code just doesn't engage my brain in the same way. It's harder to do properly":

https://twitter.com/qntm/status/1773780355708764665

There's a name for this phenomenon: "automation blindness." Humans are just not equipped for eternal vigilance. We get good at spotting patterns that occur frequently – so good that we miss the anomalies. That's why TSA agents are so good at spotting harmless shampoo bottles on X-rays, even as they miss nearly every gun and bomb that a red team smuggles through their checkpoints:

https://pluralistic.net/2023/08/23/automation-blindness/#humans-in-the-loop

"Lena"'s thread points out that this is as true for AI-assisted driving as it is for AI-assisted coding: "self-driving cars replace the experience of driving with the experience of being a driving instructor":

https://twitter.com/qntm/status/1773841546753831283

In other words, they turn you into a reverse-centaur. Whereas my blind-spot double-checking robot allows me to make maneuvers at human speed and points out the things I've missed, a "supervised" self-driving car makes maneuvers at a computer's frantic pace, and demands that its human supervisor tirelessly and perfectly assesses each of those maneuvers. No wonder Cruise's murderous "self-driving" taxis replaced each low-waged driver with 1.5 high-waged technical robot supervisors:

https://pluralistic.net/2024/01/11/robots-stole-my-jerb/#computer-says-no

AI radiology programs are said to be able to spot cancerous masses that human radiologists miss. A centaur-based AI-assisted radiology program would keep the same number of radiologists in the field, but they would get less done: every time they assessed an X-ray, the AI would give them a second opinion. If the human and the AI disagreed, the human would go back and re-assess the X-ray. We'd get better radiology, at a higher price (the price of the AI software, plus the additional hours the radiologist would work).

But back to making the AI bubble pay off: for AI to pay off, the human in the loop has to reduce the costs of the business buying an AI. No one who invests in an AI company believes that their returns will come from business customers to agree to increase their costs. The AI can't do your job, but the AI salesman can convince your boss to fire you and replace you with an AI anyway – that pitch is the most successful form of AI disinformation in the world.

An AI that "hallucinates" bad advice to fliers can't replace human customer service reps, but airlines are firing reps and replacing them with chatbots:

https://www.bbc.com/travel/article/20240222-air-canada-chatbot-misinformation-what-travellers-should-know

An AI that "hallucinates" bad legal advice to New Yorkers can't replace city services, but Mayor Adams still tells New Yorkers to get their legal advice from his chatbots:

https://arstechnica.com/ai/2024/03/nycs-government-chatbot-is-lying-about-city-laws-and-regulations/

The only reason bosses want to buy robots is to fire humans and lower their costs. That's why "AI art" is such a pisser. There are plenty of harmless ways to automate art production with software – everything from a "healing brush" in Photoshop to deepfake tools that let a video-editor alter the eye-lines of all the extras in a scene to shift the focus. A graphic novelist who models a room in The Sims and then moves the camera around to get traceable geometry for different angles is a centaur – they are genuinely offloading some finicky drudgework onto a robot that is perfectly attentive and vigilant.

But the pitch from "AI art" companies is "fire your graphic artists and replace them with botshit." They're pitching a world where the robots get to do all the creative stuff (badly) and humans have to work at robotic pace, with robotic vigilance, in order to catch the mistakes that the robots make at superhuman speed.

Reverse centaurism is brutal. That's not news: Charlie Chaplin documented the problems of reverse centaurs nearly 100 years ago:

https://en.wikipedia.org/wiki/Modern_Times_(film)

As ever, the problem with a gadget isn't what it does: it's who it does it for and who it does it to. There are plenty of benefits from being a centaur – lots of ways that automation can help workers. But the only path to AI profitability lies in reverse centaurs, automation that turns the human in the loop into the crumple-zone for a robot:

https://estsjournal.org/index.php/ests/article/view/260

If you'd like an essay-formatted version of this post to read or share, here's a link to it on pluralistic.net, my surveillance-free, ad-free, tracker-free blog:

https://pluralistic.net/2024/04/01/human-in-the-loop/#monkey-in-the-middle

Image: Cryteria (modified) https://commons.wikimedia.org/wiki/File:HAL9000.svg

CC BY 3.0 https://creativecommons.org/licenses/by/3.0/deed.en

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Jorge Royan (modified) https://commons.wikimedia.org/wiki/File:Munich_-_Two_boys_playing_in_a_park_-_7328.jpg

CC BY-SA 3.0 https://creativecommons.org/licenses/by-sa/3.0/deed.en

--

Noah Wulf (modified) https://commons.m.wikimedia.org/wiki/File:Thunderbirds_at_Attention_Next_to_Thunderbird_1_-_Aviation_Nation_2019.jpg

CC BY-SA 4.0 https://creativecommons.org/licenses/by-sa/4.0/deed.en

[cadfreakingspinner]

A couple cars art tips I’ve learnt from doing Pixar cars fanart

1. If you really wanna get facial expressions right (atleast in my case this worked) take a picture of yourself doing the facial expression, then essentially slap that onto your art.

2. Sedans are fun to draw! And they’re good practice! It helps you get a feel for more rounded out cars instead of blocky ones

3. If you wanna make an environment, (this worked for me atleast) model a crude replica in an online web based modeling software (I used tinkercad!)

4. Don’t just draw cars! You should also draw planes, trains, boats, submarines, etc!

5. If you’re making a character, try to make a full 360 ref sheet!

6. Don’t focus on making your art look as good as others, focus on having fun while doing it. That’s helped me so much.

7. Always try to do more dynamic poses! Don’t just do one constant pose!

8. Study how a car gestures. I recommend rewatching the cars/planes movies and paying close attention to how a character gestures!

9. Make sure to compact every car a little! It makes a character more appealing if they don’t look exactly like their real world counterpart!

10. Read the art of cars 1, 2, 3 & the art of planes! Looking at how the professionals do it can help!

11. This video has helped me understand different car types well!

[b1rds3ye]

Hellooo‼️‼️I just stumbled in your blog and I saw the LED mask request thing and I suddenly have brainrot😭😭 it's such a idea idfk i just love it‼️‼️

ANYWAY🤯 reader comes back from a mission, solo or not! Is up to you :] and then they just have a bullet stuck in their mask. Just straight up a bullet stuck, very big cracks on their mask. It can still kind of work, only one side so when they see them reader simply waves while the other half of their LED mask just shows: ':D' as if there wasn't a bullet in their mask.

That's all! I hope you are having a good day, afternoon, or night‼️‼️make sure to stay hydrated because I'm a walking desert☺

THATS SUCH A BITTERSWEET IMAGE THOUGH, I LOVE YOUR BRAIN ANON!!

A part of the operation had to be done solo by you - it needed your specialised skill set and it was too risky sending others with you because stealth was crucial. You succeeded in distracting the enemy. That transmission was half an hour ago.

The 141 never leave their own behind, the extraction point is far enough from enemy territory that they can spare some time to wait for you. Price and Ghost are going through extra logistics, Soap is distracting himself by disassembling and reassembling gear and Gaz is just... watching. Watching for a sign that you are there. And soon enough, amongst the fog of dust kicked up by fallen buildings and bodies, is the silhouette of you. The faint LEDs emanate a light that refract off the dust, creating a halo-like glow where your head should be.

As you approach closer, it is silent. There are no light-hearted quips from you, just the audible crunch of your combat boots against the dry earth. If it weren't for your unmistakable stature and gait, the rest of the 141 would have thought it was an imposter who had stolen your mask.

Johnny only utters a quiet "Jesus..." as the details of your mask come into view. A bullet was now embedded in your mask where the side of your temple would be, a chilling reminder of the clutches of death you narrowly escaped from for now. It shone maliciously against your darkened mask that could only let out the occasional spark and whir of short circuiting.

Every few seconds, there would be a flicker of the LEDs working. It was hard to distinguish with the cracks that splayed across the mask like a web, all stemming from the bullet that had made itself at home millimeters away from your head. An eye was missing, that section of your mask completely disconnected from the software. Broken circuitry had the odd pixel flickering in a false positive in various colours before dying.

But despite the stakes, your mask was smiling.

"You broken?" Gaz asked tentatively.

You pause in comtemplation, perhaps the voice amplifier in your mask was fried or you're just too tired to speak - none of the 141 would blame you for either. Instead, you offer a thumbs up before trudging over to Ghost, his eyes trained on you. You rest your forehead against his shoulder and he responds with a slight grunt, but he surrenders to your tired antics. Tilting your head to the rest of the 141, your broken mask flits to a "z_z".

There's a pat on your back from John, both to comfort and to also make sure you don't fall asleep. His hand settles on your shoulder, strong and ready to haul you to the helicopter.

"Good to have you back, Sergeant. Let's get you - and your mask - patched up."

With some encouragement from Johnny and Kyle, you're coaxed to extraction. As you sit on the ride back on base, you bring a hand to probe the damage of the bullet. The metal is colder than death, so smooth it slipped from your grip like your own life had you conducted in the mission any differently. It seems the rest of the 141 knew exactly what you were thinking as your fingers traced every crack of your visor.

But before they can question you, you retract your hand and sit up straight. You're here and you're alive. Granted a little cracked, your soul a little more jaded than in the few hours prior, but for now the legend of the mask lives on.

Masked Reader Masterlist Call of Duty Masterlist

[unwelcome-ozian]

Weaponizing violence. With alarming regularity, the nation continues to be subjected to spates of violence that terrorizes the public, destabilizes the country’s ecosystem, and gives the government greater justifications to crack down, lock down, and institute even more authoritarian policies for the so-called sake of national security without many objections from the citizenry.

Weaponizing surveillance, pre-crime and pre-thought campaigns. Surveillance, digital stalking and the data mining of the American people add up to a society in which there’s little room for indiscretions, imperfections, or acts of independence. When the government sees all and knows all and has an abundance of laws to render even the most seemingly upstanding citizen a criminal and lawbreaker, then the old adage that you’ve got nothing to worry about if you’ve got nothing to hide no longer applies. Add pre-crime programs into the mix with government agencies and corporations working in tandem to determine who is a potential danger and spin a sticky spider-web of threat assessments, behavioral sensing warnings, flagged “words,” and “suspicious” activity reports using automated eyes and ears, social media, behavior sensing software, and citizen spies, and you having the makings for a perfect dystopian nightmare. The government’s war on crime has now veered into the realm of social media and technological entrapment, with government agents adopting fake social media identities and AI-created profile pictures in order to surveil, target and capture potential suspects.

Weaponizing digital currencies, social media scores and censorship. Tech giants, working with the government, have been meting out their own version of social justice by way of digital tyranny and corporate censorship, muzzling whomever they want, whenever they want, on whatever pretext they want in the absence of any real due process, review or appeal. Unfortunately, digital censorship is just the beginning. Digital currencies (which can be used as “a tool for government surveillance of citizens and control over their financial transactions”), combined with social media scores and surveillance capitalism create a litmus test to determine who is worthy enough to be part of society and punish individuals for moral lapses and social transgressions (and reward them for adhering to government-sanctioned behavior). In China, millions of individuals and businesses, blacklisted as “unworthy” based on social media credit scores that grade them based on whether they are “good” citizens, have been banned from accessing financial markets, buying real estate or travelling by air or train.

Weaponizing compliance. Even the most well-intentioned government law or program can be—and has been—perverted, corrupted and used to advance illegitimate purposes once profit and power are added to the equation. The war on terror, the war on drugs, the war on COVID-19, the war on illegal immigration, asset forfeiture schemes, road safety schemes, school safety schemes, eminent domain: all of these programs started out as legitimate responses to pressing concerns and have since become weapons of compliance and control in the police state’s hands.

Weaponizing entertainment. For the past century, the Department of Defense’s Entertainment Media Office has provided Hollywood with equipment, personnel and technical expertise at taxpayer expense. In exchange, the military industrial complex has gotten a starring role in such blockbusters as Top Gun and its rebooted sequel Top Gun: Maverick, which translates to free advertising for the war hawks, recruitment of foot soldiers for the military empire, patriotic fervor by the taxpayers who have to foot the bill for the nation’s endless wars, and Hollywood visionaries working to churn out dystopian thrillers that make the war machine appear relevant, heroic and necessary. As Elmer Davis, a CBS broadcaster who was appointed the head of the Office of War Information, observed, “The easiest way to inject a propaganda idea into most people’s minds is to let it go through the medium of an entertainment picture when they do not realize that they are being propagandized.”

Weaponizing behavioral science and nudging. Apart from the overt dangers posed by a government that feels justified and empowered to spy on its people and use its ever-expanding arsenal of weapons and technology to monitor and control them, there’s also the covert dangers associated with a government empowered to use these same technologies to influence behaviors en masse and control the populace. In fact, it was President Obama who issued an executive order directing federal agencies to use “behavioral science” methods to minimize bureaucracy and influence the way people respond to government programs. It’s a short hop, skip and a jump from a behavioral program that tries to influence how people respond to paperwork to a government program that tries to shape the public’s views about other, more consequential matters. Thus, increasingly, governments around the world—including in the United States—are relying on “nudge units” to steer citizens in the direction the powers-that-be want them to go, while preserving the appearance of free will.

Weaponizing desensitization campaigns aimed at lulling us into a false sense of security. The events of recent years—the invasive surveillance, the extremism reports, the civil unrest, the protests, the shootings, the bombings, the military exercises and active shooter drills, the lockdowns, the color-coded alerts and threat assessments, the fusion centers, the transformation of local police into extensions of the military, the distribution of military equipment and weapons to local police forces, the government databases containing the names of dissidents and potential troublemakers—have conspired to acclimate the populace to accept a police state willingly, even gratefully.

Weaponizing fear and paranoia. The language of fear is spoken effectively by politicians on both sides of the aisle, shouted by media pundits from their cable TV pulpits, marketed by corporations, and codified into bureaucratic laws that do little to make our lives safer or more secure. Fear, as history shows, is the method most often used by politicians to increase the power of government and control a populace, dividing the people into factions, and persuading them to see each other as the enemy. This Machiavellian scheme has so ensnared the nation that few Americans even realize they are being manipulated into adopting an “us” against “them” mindset. Instead, fueled with fear and loathing for phantom opponents, they agree to pour millions of dollars and resources into political elections, militarized police, spy technology and endless wars, hoping for a guarantee of safety that never comes. All the while, those in power—bought and paid for by lobbyists and corporations—move their costly agendas forward, and “we the suckers” get saddled with the tax bills and subjected to pat downs, police raids and round-the-clock surveillance.

Weaponizing genetics. Not only does fear grease the wheels of the transition to fascism by cultivating fearful, controlled, pacified, cowed citizens, but it also embeds itself in our very DNA so that we pass on our fear and compliance to our offspring. It’s called epigenetic inheritance, the transmission through DNA of traumatic experiences. For example, neuroscientists observed that fear can travel through generations of mice DNA. As The Washington Post reports, “Studies on humans suggest that children and grandchildren may have felt the epigenetic impact of such traumatic events such as famine, the Holocaust and the Sept. 11, 2001, terrorist attacks.”

Weaponizing the future. With greater frequency, the government has been issuing warnings about the dire need to prepare for the dystopian future that awaits us. For instance, the Pentagon training video, “Megacities: Urban Future, the Emerging Complexity,” predicts that by 2030 (coincidentally, the same year that society begins to achieve singularity with the metaverse) the military would be called on to use armed forces to solve future domestic political and social problems. What they’re really talking about is martial law, packaged as a well-meaning and overriding concern for the nation’s security. The chilling five-minute training video paints an ominous picture of the future bedeviled by “criminal networks,” “substandard infrastructure,” “religious and ethnic tensions,” “impoverishment, slums,” “open landfills, over-burdened sewers,” a “growing mass of unemployed,” and an urban landscape in which the prosperous economic elite must be protected from the impoverishment of the have nots. “We the people” are the have-nots.

The end goal of these mind control campaigns—packaged in the guise of the greater good—is to see how far the American people will allow the government to go in re-shaping the country in the image of a totalitarian police state.

[proto-actual]

Hey tronblr. It's sysop. Let's talk about the Midjourney thing.

(There's also a web-based version of this over on reindeer flotilla dot net).

Hey tronblr. It's sysop. Let's talk about the AI thing for a minute.

Automattic, who owns Tumblr and WordPress dot com, is selling user data to Midjourney. This is, obviously, Bad. I've seen a decent amount of misinformation and fearmongering going around the last two days around this, and a lot of people I know are concerned about where to go from here. I don't have solutions, or even advice -- just thoughts about what's happening and the possibilities.

In particular... let's talk about this post, Go read it if you haven't. To summarize, it takes aim at Glaze (the anti-AI tool that a lot of artists have started using). The post makes three assertions, which I'm going to paraphrase:

It's built on stolen code.

It doesn't matter whether you use it anyway.

So just accept that it's gonna happen.

I'd like to offer every single bit of this a heartfelt "fuck off, all the way to the sun".

Let's start with the "stolen code" assertion. I won't get into the weeds on this, but in essence, the Glaze/Nightshade team pulled some open-source code from DiffusionBee in their release last March, didn't attribute it correctly, and didn't release the full source code (which that particular license requires). The team definitely should have done their due diligence -- but (according to the team, anyway) they fixed the issue within a few days. We'll have to take their word on that for now, of course -- the code isn't open source. That's not great, but that doesn't mean they're grifters. It means they're trying to keep people who work on LLMs from picking apart their tactics out in the open. It sucks ass, actually, but... yeah. Sometimes that's how software development works, from experience.

Actually, given the other two assertions... y'know what? No. Fuck off into the sun, twice. Because I have no patience for this shit, and you shouldn't either.

Yes, you should watermark your art. Yes, it's true that you never know whether your art is being scraped. And yes, a whole lot of social media sites are jumping on the "generative AI" hype train.

That doesn't mean that you should just accept that your art is gonna be scraped, and that there's nothing you can do about it. It doesn't mean that Glaze and Nightshade don't work, or aren't worth the effort (although right now, their CPU requirements are a bit prohibitive). Every little bit counts.

Fuck nihilism! We do hope and pushing forward here, remember?

As far as what we do now, though? I don't know. Between the Midjourney shit, KOSA, and people just generally starting to leave... I get that it feels like the end of something. But it's not -- or it doesn't have to be. Instead of jumping over to other platforms (which are just as likely to have similar issues in several years), we should be building other spaces that aren't on centralized platforms, where big companies don't get to make decisions about our community for us. It's hard. It's really hard. But it is possible.

All I know is that if we want a space that's ours, where we retain control over our work and protect our people, we've gotta make it ourselves. Nobody's gonna do it for us, y'know?

[soon-palestine]

Workers said Project Nimbus is the kind of lucrative contract that neglects ethical guardrails that outspoken members of Google’s workforce have demanded in recent years. “I am very worried that Google has no scruples if they’re going to work with the Israeli government,” said Joshua Marxen, a Google Cloud software engineer who helped to organize the protest. “Google has given us no reason to trust them.” The Tuesday protest represents continuing tension between Google’s workforce and its senior management over how the company’s technology is used. In recent years Google workers have objected to military contracts, challenging Google’s work with U.S. Customs and Border Protection and its role in a defense program building artificial intelligence tools used to refine drone strikes. Workers have alleged that the company has cracked down on information-sharing, siloed controversial projects and enforced a workplace culture that increasingly punishes them for speaking out.

Google did not immediately respond to a request for comment about the Tuesday protest and workers’ concerns over Project Nimbus. The Israeli Finance Ministry announced its contract with Google and Amazon in April 2021 as a project “intended to provide the government, the defense establishment and others with an all-encompassing cloud solution.” Google has largely refused to release details of the contract, the specific capabilities Israel will receive, or how they will be used. In July 2022, the Intercept reported that training documents for Israeli government personnel indicate Google is providing software that the company claims can recognize people, gauge emotional states from facial expressions and track objects in video footage. Google Cloud spokesperson Atle Erlingsson told Wired in September 2022 that the company proudly supports Israel’s government and said critics had misrepresented Project Nimbus. “Our work is not directed at highly sensitive or classified military workloads,” he told Wired. Erlingsson, however, acknowledged that the contract will provide Israel’s military access to Google technology. Former Google worker Ariel Koren, who has long been publicly critical of Project Nimbus, said “it adds insult to injury for Palestinian activists and Palestinians generally” that Google Cloud’s profitability milestone coincides with the 75th anniversary of the Nakba — which refers to the mass displacement and dispossession of Palestinians following creation of the state of Israel in 1948.

In March 2022, The Times reported allegations by Koren — at the time a product marketing manager at Google for Education — that Google had retaliated against her for criticizing the contract, issuing a directive that she move to São Paulo, Brazil, within 17 business days or lose her job. Google told The Times that it investigated the incident and found no evidence of retaliation. When Koren resigned from Google in August 2022 she published a memo explaining reasons for her departure, writing that “Google systematically silences Palestinian, Jewish, Arab and Muslim voices concerned about Google’s complicity in violations of Palestinian human rights.” Koren said Google’s apathy makes her and others believe more vigorous protest actions are justified. “This is a concrete disruption that is sending a clear message to Google: We won’t allow for business as usual, so long as you continue to profit off of a nefarious contract that expands Israeli apartheid.” Mohammad Khatami, a YouTube software engineer based in New York, participated in a small protest of Project Nimbus at a July Amazon Web Services conference in Manhattan. Khatami said major layoffs at Google announced in January pushed him to get more involved in the Alphabet Workers Union, which provides resources to Khatami and other union members in an anti-military working group — though the union has not taken a formal stance on Project Nimbus. “Greed and corporate interests were being put ahead of workers and I think the layoffs just illustrated that for me very clearly,” Khatami said.

[rachellaurengray]

AI & Tech-Related Jobs Anyone Could Do

Here’s a list of 40 jobs or tasks related to AI and technology that almost anyone could potentially do, especially with basic training or the right resources:

Data Labeling/Annotation

AI Model Training Assistant

Chatbot Content Writer

AI Testing Assistant

Basic Data Entry for AI Models

AI Customer Service Representative

Social Media Content Curation (using AI tools)

Voice Assistant Testing

AI-Generated Content Editor

Image Captioning for AI Models

Transcription Services for AI Audio

Survey Creation for AI Training

Review and Reporting of AI Output

Content Moderator for AI Systems

Training Data Curator

Video and Image Data Tagging

Personal Assistant for AI Research Teams

AI Platform Support (user-facing)

Keyword Research for AI Algorithms

Marketing Campaign Optimization (AI tools)

AI Chatbot Script Tester

Simple Data Cleansing Tasks

Assisting with AI User Experience Research

Uploading Training Data to Cloud Platforms

Data Backup and Organization for AI Projects

Online Survey Administration for AI Data

Virtual Assistant (AI-powered tools)

Basic App Testing for AI Features

Content Creation for AI-based Tools

AI-Generated Design Testing (web design, logos)

Product Review and Feedback for AI Products

Organizing AI Training Sessions for Users

Data Privacy and Compliance Assistant

AI-Powered E-commerce Support (product recommendations)

AI Algorithm Performance Monitoring (basic tasks)

AI Project Documentation Assistant

Simple Customer Feedback Analysis (AI tools)

Video Subtitling for AI Translation Systems

AI-Enhanced SEO Optimization

Basic Tech Support for AI Tools

These roles or tasks could be done with minimal technical expertise, though many would benefit from basic training in AI tools or specific software used in these jobs. Some tasks might also involve working with AI platforms that automate parts of the process, making it easier for non-experts to participate.

[beardedsweetsfart]

What is Mern stack And Its importance? Before that I will Tell you the best institute for Mern stack course in Chandigarh.

What is Mern stack?

MERN Stack is a popular JavaScript-based technology stack used for building full-stack web applications. It consists of four key technologies:

MongoDB: A NoSQL database that stores data in a flexible, JSON-like format.

Express.js: A lightweight and fast backend framework for Node.js.

React.js: A front-end JavaScript library for building user interfaces.

Node.js: A runtime environment that allows JavaScript to run on the server side.

Importance of Mern Stack :

Full-Stack JavaScript – Uses JavaScript for frontend and backend, simplifying development.

High Performance – Node.js ensures fast, scalable applications.

Cost-Effective – Open-source, reducing development costs.

Rapid Development – React’s reusable components speed up UI building.

Flexibility – Suitable for web apps, SPAs, eCommerce, and real-time applications.

Scalability – MongoDB handles large data efficiently.

Strong Community Support – Large developer base ensures continuous updates and support. 

Now i will tell you the best institute for Mern stack course in Chandigarh .

Excellence Technology is a leading EdTech (Educational technology) company dedicated to empowering individuals with cutting -edge IT skills and bridging the gap between education and industry demands. Specializing in IT training ,carrer development, and placement assistance ,the company equipts learners with the technical expertise and practical experience needed to thrive in  today's competitive tech landscape. We provide IT courses like python ,Full stack Development, Web Design ,Graphic Design and Digital Marketing. 

Contact Us for more details: 93177-88822

Extech Digital is a leading software development company dedicated to empowering individuals with cutting -edge IT skills and bridging the gap between education and industry demands. Specializing in IT training ,carrer development, and placement assistance ,the company equipt learners with the technical expertise and practical experience needed to thrive in  today's competitive tech landscape. e provide IT courses like Python ,Full stack Development, Web Design ,Graphic Design and Digital Marketing. 

Contact Us for more details: 93177-88822

Excellence academy is a leading software development company dedicated to empowering individual with cutting edge IT skills and bridging the gap between education and industry demands.specializing in IT training, career development, and placement assistance, the company equits learners with the technical expertise and practical experience needed to thrive in today's landscape. We provide IT courses like python, full stack development,Web design, and Digital marketing.

Contact Us for more details: 93177-88822

About Author

Nikita Thakur

Mern stack AI Developer/ 2+ years of experience

Excellence technology

Professional summary

Nikita thakur  is a skilled MERN Stack AI Developer with over 2 years of experience at Excellence Technology. Proficient in MongoDB, Express.js, React.js, and Node.js, she integrates AI solutions to build scalable, high-performance web applications. Nikita excels in developing innovative solutions, enhancing user experiences, and driving business growth through technology. 

[mahamid110]

👉 VidVoicer Review ✅ Features, Pricing, Bonuses and OTOs 🚀

VidVoicer Overview 🌟

VidVoicer is an AI-powered tool designed to create videos and voiceovers quickly and efficiently. Its standout features include high-quality HD video rendering, text-to-speech voiceovers in 150+ voices and 50+ languages, and a built-in video editor. The software is beginner-friendly, allowing users to create whiteboard, explainer, and social media videos without prior experience. It is entirely cloud-based, so it can be accessed on various devices without installation.

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Key Features 🔑

Voiceovers & Languages: Generate human-like voiceovers in multiple languages and genders with pitch, tone, and speed controls.

Video Creation: Transform text into videos, use images from keywords or URLs, and integrate voiceovers seamlessly.

Video Editing: Add logos, watermarks, background music, and customize videos easily.

HD Quality: All videos are rendered in high definition.

Commercial License: Sell videos and voiceovers to clients for unlimited revenue potential.

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Pricing & Upgrades 💰

Front-End (FE): $37Includes commercial rights, basic video and voiceover creation tools, and a 1GB monthly storage limit.

OTO 1 - Pro Edition: $67Adds unlimited videos/voiceovers, extended character limits, custom music, 2GB storage, and access to stock videos.

OTO 2 - Content Writer: $37AI-powered copywriting tools for creating sales copies, email templates, articles, and more.

OTO 3 - Agency Rights: $97Enables starting a video/voiceover agency with marketing resources.

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Bonuses 🎁

VidVoicer often comes with exclusive bonuses, including additional templates, tutorials, and stock resources, depending on the purchase plan.

Strengths & Monetization 🌍💼

Ideal for freelancers, agencies, or content creators aiming to provide services like explainer videos, voiceovers, and podcasts.

The commercial license enables users to generate income by selling creations directly or offering services on platforms like Fiverr and Upwork.

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FAQs

👉 What Exactly Is VidVoicer?

VidVoicer is a web-based platform for creating voiceovers and videos. Since it does both, it's the only tool you'll need. Simply log in, enter any text (such as a video script), choose a voice and language, and click the button to instantly create a voiceover or video. You can then edit or download those files immediately.

👉 How Many Voiceovers Can I Create?

You can create unlimited number of voiceovers Longer up to 1000 characters per voiceover with the personal license, and up to 3000 characters per voiceover with commercial license.

👉 How many videos can I create?

You can create as many videos as you need. Each video will be stored in the cloud storage on our platform, and you can also download the MP4 file. Your membership includes 1GB of storage, so if you use all of that, you can simply download some videos and delete them from the cloud to free up some space.

👉 How To Get Started?

Just click the order button and go through the checkout process. Your membership account will instantly be set up and activated. When you log in, you'll find tutorial videos, and you can begin using the tools immediately.

👉 Is there a commercial license included?

There is an option to buy commercial license. Buyers can opt for personal access as well as commercial license. Commercial rights will enable you to sell these services and make money.

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👉 Is There Any Training Included?

Yes, We Have Created A Video Tutorial To Guide You How To Use The Software Just To Make Sure You Make No Errors And Do It Easily, Hassle Free.

👉 Is It Still Worth it if I Have Only Few Voiceovers To Be Generated?

Sure. Would you prefer to spend $100 or more to have one voiceover created? With VidVoicer, you can create voiceovers on demand, over and over. You can create the voiceovers you need now, and any that you may need in the future, all for the small one-time fee to join today. With VidVoicer you don't have to search for freelancers or deal with contracts. To us that sounds like it's worth it even for a few voiceovers!

👉 Will This Work On Mac And PC?

Yes, It Doesn’t Matter What Operating System Of Device You’re Using. It Is Easy To Use And Works Perfectly, Every Time.

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👉 Do You Provide Support And Updates?

Yes! VidVoicer Is Super Easy To Use, But If There’s Ever An Issue, We’re Right Here. Send Us An Email And We’ll Fix You Up! We’ll Also Let You Know When New Updates Are Available, And Offer Them To You For Free, As A Valued Customer!

👉 Is There A Money Back Policy?

Yes, You Get 30 Days To Use VidVoicer And Make Sure This Is For You. If For ANY Reason You’re Not Satisfied, Just Let Us Know, And We’ll Get You A Refund Of Your Tiny Investment Here Today.

👉 Is It Newbie-Friendly?

Yes. You Don’t Need Any Special Skills Or Technical Experience To Generate Human Like Voiceovers.

👉 Is It Compatible With All Video Editing Softwares?

Yes It Is. VidVoicer Is Compatible With All Video Apps.

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[vivek2184]

IT companies in Coimbatore :Hiring freshers role and benefit

Coimbatore has emerged as a preferred location for IT professionals due to its affordable cost of living, high-quality educational institutions, and the city’s well-developed infrastructure. Unlike metropolitan cities, IT companies in Coimbatore offers a balanced lifestyle with a lower cost of living, which appeals to many working professionals. With a pool of skilled talent graduating from nearby engineering and technical institutions, Coimbatore is an ideal place for IT companies to find qualified candidates for various roles, making it a hot spot for job seekers.

Who Are the Leading IT Companies in Coimbatore?

The city hosts several top IT companies, including Tata Consultancy Services (TCS), Cognizant, Wipro, and Robert Bosch, along with growing regional players like KGISL and Aspire Systems. These companies offer a variety of services from software development to business consulting and automation solutions. Working with such companies not only provides a chance to learn and grow but also adds credibility to one's career profile. Their well-established infrastructure and focus on training employees make them attractive employers in the region.

Best IT Companies in Coimbatore :

Coimbatore, one of Tamil Nadu's major industrial hubs, has seen significant growth in the IT sector. Known for its skilled workforce, affordable infrastructure, and a supportive business ecosystem, the city hosts many IT companies that offer a wide range of services from software development to digital transformation.

 Here’s a look at some of the best IT company in Coimbatore :

Accenture :

Global consulting and technology services company providing full-fledged IT and business process services.

ThoughtWorks:

Leaders in software consultancy to get custom software developed through agile methodology and digital transformation

Payoda Technologies :

focuses primarily on aspects of digital transformation, analytics, cloud solution development and software development.

Sridhar Vembu Institute of Technology (Zoho Corp) :

It is based in Chennai; however, the innovation and research wing of Zoho is based in Coimbatore, where it works on software product development.

Softratech Info :

The company provides IT solutions, consultancy, software development, and support services.

Repute Network :

A technology-based company, focusing on digital payments, financial technologies, and blockchain solutions

Mindnotix Technologies :

A technology firm, developing web and mobile applications as well as AR/VR-based applications, and AI-driven applications.

Kumaraguru College of Technology :

Technology Business Incubator (KCT-TBI) - Incubates start-ups and tech innovation in IoT, AI, robotics, and software solutions.

Revature India :

Trains and develops software services and products, focusing on creating technical talent for the global market.

i2i Software Solutions :

Offers end-to-end software solutions and IT services, with a focus on custom development.

eQuadriga Software Pvt Ltd :

is an IT services company focusing on software development, mobile apps, and digital marketing.

Conclusion :

Coimbatore’s IT sector is full of opportunities for freshers, thanks to a supportive ecosystem of companies and a growing tech community. From MNCs like Cognizant and Bosch to dynamic startups, IT companies in Coimbatore provides ample options for fresh graduates eager to kickstart their careers. With a focus on learning, networking, and skill development, freshers can build a promising career in this thriving city.

[writter123]

Key Programming Languages Every Ethical Hacker Should Know

In the realm of cybersecurity, ethical hacking stands as a critical line of defense against cyber threats. Ethical hackers use their skills to identify vulnerabilities and prevent malicious attacks. To be effective in this role, a strong foundation in programming is essential. Certain programming languages are particularly valuable for ethical hackers, enabling them to develop tools, scripts, and exploits. This blog post explores the most important programming languages for ethical hackers and how these skills are integrated into various training programs.

Python: The Versatile Tool

Python is often considered the go-to language for ethical hackers due to its versatility and ease of use. It offers a wide range of libraries and frameworks that simplify tasks like scripting, automation, and data analysis. Python’s readability and broad community support make it a popular choice for developing custom security tools and performing various hacking tasks. Many top Ethical Hacking Course institutes incorporate Python into their curriculum because it allows students to quickly grasp the basics and apply their knowledge to real-world scenarios. In an Ethical Hacking Course, learning Python can significantly enhance your ability to automate tasks and write scripts for penetration testing. Its extensive libraries, such as Scapy for network analysis and Beautiful Soup for web scraping, can be crucial for ethical hacking projects.

JavaScript: The Web Scripting Language

JavaScript is indispensable for ethical hackers who focus on web security. It is the primary language used in web development and can be leveraged to understand and exploit vulnerabilities in web applications. By mastering JavaScript, ethical hackers can identify issues like Cross-Site Scripting (XSS) and develop techniques to mitigate such risks. An Ethical Hacking Course often covers JavaScript to help students comprehend how web applications work and how attackers can exploit JavaScript-based vulnerabilities. Understanding this language enables ethical hackers to perform more effective security assessments on websites and web applications.

Biggest Cyber Attacks in the World

C and C++: Low-Level Mastery

C and C++ are essential for ethical hackers who need to delve into low-level programming and system vulnerabilities. These languages are used to develop software and operating systems, making them crucial for understanding how exploits work at a fundamental level. Mastery of C and C++ can help ethical hackers identify and exploit buffer overflows, memory corruption, and other critical vulnerabilities. Courses at leading Ethical Hacking Course institutes frequently include C and C++ programming to provide a deep understanding of how software vulnerabilities can be exploited. Knowledge of these languages is often a prerequisite for advanced penetration testing and vulnerability analysis.

Bash Scripting: The Command-Line Interface

Bash scripting is a powerful tool for automating tasks on Unix-based systems. It allows ethical hackers to write scripts that perform complex sequences of commands, making it easier to conduct security audits and manage multiple tasks efficiently. Bash scripting is particularly useful for creating custom tools and automating repetitive tasks during penetration testing. An Ethical Hacking Course that offers job assistance often emphasizes the importance of Bash scripting, as it is a fundamental skill for many security roles. Being proficient in Bash can streamline workflows and improve efficiency when working with Linux-based systems and tools.

SQL: Database Security Insights

Structured Query Language (SQL) is essential for ethical hackers who need to assess and secure databases. SQL injection is a common attack vector used to exploit vulnerabilities in web applications that interact with databases. By understanding SQL, ethical hackers can identify and prevent SQL injection attacks and assess the security of database systems. Incorporating SQL into an Ethical Hacking Course can provide students with a comprehensive understanding of database security and vulnerability management. This knowledge is crucial for performing thorough security assessments and ensuring robust protection against database-related attacks.

Understanding Course Content and Fees

When choosing an Ethical Hacking Course, it’s important to consider how well the program covers essential programming languages. Courses offered by top Ethical Hacking Course institutes should provide practical, hands-on training in Python, JavaScript, C/C++, Bash scripting, and SQL. Additionally, the course fee can vary depending on the institute and the comprehensiveness of the program. Investing in a high-quality course that covers these programming languages and offers practical experience can significantly enhance your skills and employability in the cybersecurity field.

Certification and Career Advancement

Obtaining an Ethical Hacking Course certification can validate your expertise and improve your career prospects. Certifications from reputable institutes often include components related to the programming languages discussed above. For instance, certifications may test your ability to write scripts in Python or perform SQL injection attacks. By securing an Ethical Hacking Course certification, you demonstrate your proficiency in essential programming languages and your readiness to tackle complex security challenges. Mastering the right programming languages is crucial for anyone pursuing a career in ethical hacking. Python, JavaScript, C/C++, Bash scripting, and SQL each play a unique role in the ethical hacking landscape, providing the tools and knowledge needed to identify and address security vulnerabilities. By choosing a top Ethical Hacking Course institute that covers these languages and investing in a course that offers practical training and job assistance, you can position yourself for success in this dynamic field. With the right skills and certification, you’ll be well-equipped to tackle the evolving challenges of cybersecurity and contribute to protecting critical digital assets.

[doctorcrusher]

spent way too much time on a hiring exercise this weekend but I'm hoping the amount of effort gives me the final push over the edge to get offered this job. I connected really well with the guy who would be my boss in my last interview so I'm cautiously optimistic but aware there may be candidates who are just more qualified than me. it's a web & product developer position w/ a small nonprofit that also involves doing some database and tech support stuff. base pay would be around 75k a year (not nearly as much as my fancy software engineer friends make but way more than I was making at my last job), fully remote, 2k home office stipend, 90% of health insurance premiums covered, unlimited PTO, 401k matching, genuinely seems like a nice place to work (I don't want to reveal too much but it's a nonprofit that runs job training/certification and placement programs for a very necessary job in a non-tech industry)...god I'm trying not to get my hopes up but this would be so good

[librarianrafia]

"These "hallucinations" are a stubbornly persistent feature of large language models, because these models only give the illusion of understanding; in reality, they are just sophisticated forms of autocomplete, drawing on huge databases to make shrewd (but reliably fallible) guesses about which word comes next:

Guessing the next word without understanding the meaning of the resulting sentence makes unsupervised LLMs unsuitable for high-stakes tasks. The whole AI bubble is based on convincing investors that one or more of the following is true:

I. There are low-stakes, high-value tasks that will recoup the massive costs of AI training and operation;

II. There are high-stakes, high-value tasks that can be made cheaper by adding an AI to a human operator;

III. Adding more training data to an AI will make it stop hallucinating, so that it can take over high-stakes, high-value tasks without a "human in the loop."

These are dubious propositions. There's a universe of low-stakes, low-value tasks – political disinformation, spam, fraud, academic cheating, nonconsensual porn, dialog for video-game NPCs – but none of them seem likely to generate enough revenue for AI companies to justify the billions spent on models, nor the trillions in valuation attributed to AI companies:

https://locusmag.com/2023/12/commentary-cory-doctorow-what-kind-of-bubble-is-ai/

The proposition that increasing training data will decrease hallucinations is hotly contested among AI practitioners. I confess that I don't know enough about AI to evaluate opposing sides' claims, but even if you stipulate that adding lots of human-generated training data will make the software a better guesser, there's a serious problem. All those low-value, low-stakes applications are flooding the internet with botshit. After all, the one thing AI is unarguably very good at is producing bullshit at scale. As the web becomes an anaerobic lagoon for botshit, the quantum of human-generated "content" in any internet core sample is dwindling to homeopathic levels:

This means that adding another order of magnitude more training data to AI won't just add massive computational expense – the data will be many orders of magnitude more expensive to acquire, even without factoring in the additional liability arising from new legal theories about scraping:

[digitalgla]

Jclicksolutions Launches MERN Stack Training in Nagercoil: Empowering Aspiring Full-Stack Developers

The demand for skilled web developers continues to rise as businesses across industries move online. To meet this growing need, Jclicksolutions is excited to offer an intensive MERN Stack training program in Nagercoil, providing aspiring developers and professionals with the essential skills to build full-stack web applications. This program focuses on the MERN Stack, a popular framework that uses JavaScript across both front-end and back-end development, making it an ideal solution for dynamic and scalable applications.

What is the MERN Stack?

The MERN Stack is a combination of four powerful technologies:

MongoDB: A NoSQL database, perfect for handling and managing large amounts of data with flexibility and ease.

Express.js: A fast and minimalist web framework for Node.js, used to build robust server-side applications.

React.js: A highly efficient JavaScript library developed by Facebook for creating interactive user interfaces.

Node.js: A runtime environment that allows JavaScript to be used for server-side scripting, enabling full-stack development using a single language.

The MERN Stack is one of the most sought-after development frameworks due to its versatility, scalability, and widespread use in the industry. Companies across the globe are adopting MERN Stack for building responsive and efficient web applications, creating a significant demand for developers proficient in this framework.

Why Choose Jclicksolutions in Nagercoil?

JClickSolutions is a leading IT training provider, known for delivering industry-relevant programs that prepare students for real-world challenges. The MERN Stack course in Nagercoil offers several unique benefits:

Comprehensive Curriculum: The course covers all core elements of the MERN Stack, providing in-depth training on MongoDB, Express, React, and Node.js. Participants will gain practical experience in front-end and back-end development, enabling them to build complete web applications from scratch.

Hands-on Learning: The training is project-based, giving students the opportunity to work on real-world applications. By building live projects, participants will develop practical skills and a strong portfolio that showcases their expertise.

Expert Instructors: Jclicksolutions' MERN Stack training is led by experienced developers with years of experience in full-stack development. They provide personalized guidance and mentorship, helping students understand the nuances of each technology.

Flexible Learning Options: The course offers flexible schedules, including both online and in-person classes, catering to students, working professionals, and tech enthusiasts. This allows participants to learn at their own pace while balancing other commitments.

Career Support: Jclicksolutions provides end-to-end career support, including resume building, interview preparation, and job placement assistance. Graduates of the MERN Stack program are well-prepared to enter the job market and secure positions in top tech companies.

The Growing Demand for MERN Stack Developers

The rise of web-based applications has increased the demand for full-stack developers proficient in frameworks like MERN. With companies looking for scalable, high-performance solutions, MERN Stack has become a go-to choice for building modern web applications. Learning the MERN Stack opens up numerous job opportunities, from startups to large enterprises.

Why Nagercoil?

As a growing tech hub, Nagercoil is witnessing increased investment in IT and software development sectors. Jclicksolutions' decision to offer MERN Stack training in Nagercoil comes at a perfect time, giving local talent the opportunity to develop skills without relocating to larger cities. The course provides a gateway to lucrative career options in web development, both locally and globally.

Conclusion

The MERN Stack training program at Jclicksolutions in Nagercoil is the perfect stepping stone for anyone looking to build a successful career in web development. With its industry-aligned curriculum, hands-on projects, and expert mentorship, participants will gain the skills and confidence needed to excel in today’s competitive tech landscape.

For more details or to register, visit www.jclicksolutions.in today!

#MERN STACK in Nagercoil

#MERNSTACKinNagercoil

#Jclicksolutions

#JclicksolutionsMERNSTACKinNagercoil

[krunalsojitrablog]

What is Enterprise Fleet Management?

As is revealed in today’s world business environment, any organization must manage its resources appropriately. Thus, for companies and firms having major operations related to transportation and logistics, it becomes even more essential to manage their fleets.

Now, let’s start with the basics: what does enterprise fleet management mean? Now let’s discuss this idea and figure out how it can be of great benefit to the business processes.

Understanding what is Enterprise Fleet Management

Fleet management within an enterprise could be described as a strategic approach to managing and supervising such a company's vehicle fleet. The areas include its acquisition and maintenance, driver and vehicle management, and laws governing the automobile industry. Fleet management is prospective to optimize the operating costs and enhance the safety and productivity of both fleets and their drivers.

In an enterprise environment, fleet management goes beyond tracking the vehicles; it is more about getting improved ways of running organizations. Fleet management is important irrespective of whether it involves delivery vans, trucks, or even corporate cars if the business owns a set of cars for business use.

The outcome highlights the fundamental issues of fleet management.

Vehicle Acquisition and Disposal: Picking the correct car for your fleet, beginning from procurement to the time of disposal.

Maintenance and Repair: Managing to schedule vehicles for maintenance and repairs regularly to make sure that they are in good working condition to reduce time loss.

Fuel Management: Fuel efficiency management by controlling consumption and considering these to minimize fuel expenses by using fuel-efficient driving techniques and other energy resources.

Driver Management: Incorporating training and supervision of drivers as well as planning meals nt to support safety, compliance, and efficiency among the drivers.

Compliance and Risk Management: The safety of all the used vehicles as well as the used drivers with brutal and international requirements and managing of risk exposures of operating fleets.

Here we will discuss the concept of Fleet Management Software. Inefficiently managing all these components, many businesses turn to the use of fleet management software. This is because it acts as a platform for accessing any information regarding the fleet, including real-time data and automated operations of the fleet.

Key Features of Fleet Management Software

GPS Tracking: Precise vehicle location in real-time to increase efficiency and controllers. 

Maintenance Scheduling: Schedule reminders in case of preventive maintenance and repairs to avoid ‘bottlenecks Management: Proper equipment that tracks fuel usage and gives an indication of wasteful activities. 

Compliance Management: Material properties garages need to comply with set safety measures as well as regulatory requirements.

Driver Performance Monitoring: Measures to monitor and measure drivers’s performance, detect their training requirements, and incentivize them over safe behavior on roads. 

Why Enterprise Fleet Management is So Important

To large companies, fleet management is not only limited to planning on how to ensure that vehicles are running. It’s about being able to harness data and technology in a way that will put you ahead of the competition. Effective management of fleets is known to have numerous benefits, such as cutting costs, satisfying customers, and reducing risks involving drivers and cars, among others. 

However, due to emerging issues such as global warming, companies are now focusing on the use of fleets to be environmentally friendly. This is done through the optimization of routes, timely maintenance of vehicles, and training of the drivers to ensure they are conscious of the impact they make on the environment. 

Being a web-based service, the most advantageous aspect related to an FMS or a Fleet Management Software Development Service is that it can be easily and effectively utilized across the corporate fleet range.

This has led to the increasing need for the development of fleet management software to be able to meet the expanding market need. Custom software, as the name suggests, is designed to improve organizational operations to suit a company’s needs, making it more flexible than packaged software.

A fleet management software development service typically includes

Consultation and Needs Assessment: Ah, awareness of the particular requirements and objectives of your fleet. You need to hire a professional fleet management software development company.

Custom Software Development: Constructing a custom fit that incorporates into the complex structures of the organization and fits the needs of the organization perfectly.

Integration with IoT Devices: The use of Internet of Things (IoT) devices such as GPS trackers or sensors to input real-time information and data.

Ongoing Support and Maintenance: Needed to make sure the software will continue to include all the features and incorporate the latest technologies and that it will cover all current needs of the business.

Conclusion

Okay, then, Fleet management is a system that encompasses all activities that involve control of a company’s fleet of vehicles with the use of the latest technologies in software and quality practices. Fleet management is not only a good idea but a necessity for any business that depends on transportation, where proper management of the company’s fleet is critical to achieving success.

Let it be a handful of vehicles or a multitude, the appropriate strategy in fleet management as enhanced by software changes the equation, provides steps towards optimizing your operations, lowers costs, and enhances the performance of an organization. The fast advancement of technology means that the means and ways used in the implementation of the strategies by the f managers are ever-changing and therefore a very promising industry to follow.

[ukrfeminism]

The “worst nightmares” about artificial intelligence-generated child sexual abuse images are coming true and threaten to overwhelm the internet, a safety watchdog has warned.

The Internet Watch Foundation (IWF) said it had found nearly 3,000 AI-made abuse images that broke UK law.

The UK-based organisation said existing images of real-life abuse victims were being built into AI models, which then produce new depictions of them.

It added that the technology was also being used to create images of celebrities who have been “de-aged” and then depicted as children in sexual abuse scenarios. Other examples of child sexual abuse material (CSAM) included using AI tools to “nudify” pictures of clothed children found online.

The IWF had warned in the summer that evidence of AI-made abuse was starting to emerge but said its latest report had shown an acceleration in use of the technology. Susie Hargreaves, the chief executive of the IWF, said the watchdog’s “worst nightmares have come true”.

“Earlier this year, we warned AI imagery could soon become indistinguishable from real pictures of children suffering sexual abuse, and that we could start to see this imagery proliferating in much greater numbers. We have now passed that point,” she said.

“Chillingly, we are seeing criminals deliberately training their AI on real victims’ images who have already suffered abuse. Children who have been raped in the past are now being incorporated into new scenarios because someone, somewhere, wants to see it.”

The IWF said it had also seen evidence of AI-generated images being sold online.

Its latest findings were based on a month-long investigation into a child abuse forum on the dark web, a section of the internet that can only be accessed with a specialist browser.

It investigated 11,108 images on the forum, with 2,978 of them breaking UK law by depicting child sexual abuse.

AI-generated CSAM is illegal under the Protection of Children Act 1978, which criminalises the taking, distribution and possession of an “indecent photograph or pseudo photograph” of a child. The IWF said the vast majority of the illegal material it had found was in breach of the Protection of Children Act, with more than one in five of those images classified as category A, the most serious kind of content, which can depict rape and sexual torture.

The Coroners and Justice Act 2009 also criminalises non-photographic prohibited images of a child, such as cartoons or drawings.

The IWF fears that a tide of AI-generated CSAM will distract law enforcement agencies from detecting real abuse and helping victims.

“If we don’t get a grip on this threat, this material threatens to overwhelm the internet,” said Hargreaves.

Dan Sexton, the chief technology officer at the IWF, said the image-generating tool Stable Diffusion – a publicly available AI model that can be adjusted to help produce CSAM – was the only AI product being discussed on the forum.

“We have seen discussions around the creation of content using Stable Diffusion, which is openly available software.”

Stability AI, the UK company behind Stable Diffusion, has said it “prohibits any misuse for illegal or immoral purposes across our platforms, and our policies are clear that this includes CSAM”.

The government has said AI-generated CSAM will be covered by the online safety bill, due to become law imminently, and that social media companies would be required to prevent it from appearing on their platforms.