‘Jobs may disappear’: Nearly 40% of global employment could be disrupted by AI, IMF says

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AI Doesn’t Kill Jobs? Tell That to Freelancers​


There’s now data to back up what freelancers have been saying for months​

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Reid Southen, a freelance concept artist for TV and movies, says his income fell sharply last year. Brittany Greeson for WSJ



Christopher Mims



By Christopher Mims

June 21, 2024 9:00 pm ET

Jennifer Kelly, a freelance copywriter in the picturesque New England town of Walpole, N.H., feels bad for any young people who might try to follow in her footsteps.

Not long after OpenAI’s ChatGPT made its debut, financial advisers who had depended on her 30 years of experience writing about wealth management stopped calling. New clients failed to replace them. Her income dried up almost completely.

When she asked, the clients she lost insisted they weren’t using artificial intelligence. But then, months later, some came back to her with an unusual request. The copy they’d been using AI to generate, they sheepishly admitted, wasn’t very good—and could she make it better?

“It’s not a fix,” she says of the empty-headed, generic pabulum that AI excels at writing. “You redo it.”

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Freelance copywriter Jennifer Kelly watched clients disappear after the debut of OpenAI’s ChatGPT. Photo: Jennifer Kelly

Kelly’s story is specific to her skills and circumstances, but it’s also an embodiment of what has happened to freelancers all over the U.S. and the world.

It is also, perhaps, an early sign of how Al could replace other types of workers. Most jobs are a collection of different tasks, so the ability of Al to complete those tasks is the ultimate measure of future job security — or lack thereof.

We can be reasonably certain her story is typical of the experience of tens of thousands, perhaps millions of people, because at least a half dozen studies using data from freelance job boards have been published in the past year, each one building on the previous. Nonpublic data from within at least one such service corroborates this work.

It’s a remarkably fast turnaround for such research, considering that ChatGPT is less than two years old. Wall Street Journal owner News Corp has a content-licensing partnership with OpenAI.

Freelance jobs that require basic writing, coding or translation are disappearing across postings on job board Upwork, said Kelly Monahan, managing director of the company’s Research Institute.

Her findings echo those of more than a dozen other researchers at institutions including Harvard Business School, Washington University in St. Louis and the University of Hong Kong. They have found that since the debut of ChatGPT and other generative AI models, the number of freelance jobs posted on Upwork, Fiverr and related platforms, in the areas in which generative AI excels, have dropped by as much as 21%.

Impact of Generative AI by task typePercentage change in pay since ChatGPT rolled out in November 2022Source: UpworkNote: High value tasks are defined as complex and requiring skill, while low value ones are repetitive,routine and can often be automated.

High valueLow value

Economists are fond of saying that AI will automate away some tasks, but is unlikely to eliminate many jobs, since most jobs are much broader and more demanding than the parts that can be handed to AI.

But freelancers represent an increasing proportion of the workforce: One study by Upwork found 38% of Americans did some kind of freelance work in 2022. For this type of work, it’s sometimes the case that the bulk of a person’s job is doing precisely the tasks that can be automated—and that can put their entire livelihood at risk.

Reid Southen is a concept artist for TV and movies, including ones you’ve probably heard of, including Blue Beetle and the Matrix Resurrections. His income in 2023 was less than half of what he would make in a typical year, he says. That’s even worse than 2020, when the entire film and TV industry effectively shut down.

Southen’s work typically happens in the early stages of a project, when producers need detailed sketches to help them establish the look of a film or show. This kind of behind-the-scenes work is being handed to AI faster than any other part of the film and TV business, as producers seek to cut costs in the face of a broader slowdown in their industry. Much of it is being handled by Midjourney, the image generation AI which by late 2022 was capable of producing photorealistic images from nothing but a short text prompt. If concept artists are brought in at all, it’s to tweak the images already generated by AI, says Southen.

Southen’s experience has been echoed by others in his field, across social media and in the whisper networks that artists like him rely on.

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Reid Southen’s concept-designer job has been one of the first to be replaced by AI, with generative AI programs like Midjourney being used by film and TV producers. Photo: Brittany Greeson for WSJ

“You can talk to any artist at this point, and they have a story about how they were given AI reference material to work from, or lost a job,” says Southen.

In addition to fewer projects, studios and production companies are cutting the amount of time for which they typically hire artists. What was once a three-to-six-month project is now perhaps a few weeks, and often pays rates far below what is typical, says Southen. He was recently offered a job that included a lot of Al-generated art in its pitch deck already, and the producers offered him half his usual rate to create more.

As in other periods of rapid adoption of automation, there are those who benefit from the shift. Freelancers who become more productive when using AI, but can’t yet be replaced by it, such as data science and IT, earn on average 40% more, says a spokeswoman for Upwork.

And then there are the freelancers who report that demand for their work is up because, at least in their more demanding and specialized roles, AI isn’t living up to the hype.

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David Erik Nelson, a freelance sales and marketing copywriter, is being asked to rewrite prose produced by AI. Photo: Justin Lundquist

Not long after ChatGPT debuted in November 2022, David Erik Nelson, a freelance sales and marketing copywriter in Ann Arbor, Mich., saw a jump in inquiries.

“I was picking up new clients whose specific complaint was that their previous vendor had been giving them AI-generated content, and hadn’t been straightforward about it,” says Nelson. The AI had produced smooth prose intended for sales materials, but it was so generic, and often wrong, that it wasn’t about to convince people making six- and seven-figure purchasing decisions.

“The marketing people think it looks fine,” says Nelson, “but then you hand it to someone who actually knows something about industrial fluid purification, and they’re like, ‘This is word salad.’”

In some ways, what AI is doing to freelancers is a tale as old as technology, says Monahan, the researcher at Upwork. Routine, low-skilled tasks that can be fully automated will mean lower wages for freelancers who once did those tasks, she adds.

Kelly, the copywriter in New Hampshire, is glad that at 62, she won’t have to endure many more years of being asked why she doesn’t use AI to speed up her work, or to clean up the dreck it generates. “We’ll be OK—our house is paid for, and I can get social security,” she says.

But the way that writing by humans is being replaced by what she sees as inferior material generated by AI still irks her. AI-generated content might still rank in Google search, but having seen so much of it, she can now spot it easily.

“When I see something that looks like it was written by AI, I just switch off,” she adds. “The internet has just gotten so much duller.”
 

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Who Is AI Replacing? The Impact of Generative AI on Online Freelancing Platforms

PDF:



Generative AI Leads to 21% Decline in Freelance Writing and Coding Jobs​

Research reveals a notable reduction in the demand for freelancers with skills in writing and coding due to advancements in generative AI.



Markus Kasanmascheff


By Markus Kasanmascheff

June 22, 2024 4:42 pm CEST

0


Freelancer home office

A new analysis conducted by researchers from Harvard Business School, the German Institute for Economic Research, Technische Universität Berlin, and Imperial College Business School highlights a significant change in the freelance job market. It concludes that the launch of ChatGPT has resulted in a 21 percent drop in job postings for writing and coding roles on a major freelance platform.

The team examined data from a prominent global freelancing platform and compared it with Google Trends data. This thorough approach enabled them to draw conclusions about AI's impact on freelance jobs.

Decline in Writing and Coding Jobs



Researchers Ozge Demirci, Jonas Hannane, and Xinrong Zhu revealed a notable reduction in the demand for freelancers with skills in writing and coding. The study attributes this decline to advancements in generative AI such as ChatGPT, which can efficiently handle these tasks. They write:

“Using data from a global freelancer platform, we quantify a 21% greater decline in demand for automation-prone jobs compared to manual-intensive jobs after ChatGPT introduction. Writing is the job category most affected by ChatGPT, followed by software, app and web development, and engineering.”

Interestingly, the study shows that jobs requiring manual labor have remained steady. This indicates that while AI has taken over certain cognitive tasks, it has not yet made inroads into jobs that require physical skills.

Impact of Image-Generating AI



The rise of AI technologies that generate images has also influenced the market, causing a 17 percent decrease in job postings for image creation. This aspect further demonstrates AI's growing role in automating traditionally human-driven creative tasks, say the authors:

“We also find a 17% more pronounced decrease in demand for graphic design and 3D odeling jobs following the release of Image-generating AI technologies. Our findings also suggest that freelancers with certain skills may face more competition after the introduction of GenAI tools. Given the already intense competition for job opportunities in online labor markets […], the increased substitutability between freelancer jobs and GenAI could further decrease earnings in the short term.”

The study's findings emphasize how generative AI is reshaping the freelancing landscape. Fields, where AI can replace human workers, are witnessing a significant reduction in job opportunities for freelancers.

Other Research


Henley Wing Chiu, an analyst at Bloomberry, reports similar findings regarding generative AI's impact on the freelance sector. He analyzed real freelancing positions on Upwork, the prominent freelance platform, from November 1, 2022—a month prior to the release of ChatGPT—until February 14, 2024, to determine which jobs have been most adversely affected.

The 3 categories with the largest declines were writing, translation and customer service jobs. The # of writing jobs declined 33%, translation jobs declined 19%, and customer service jobs declined 16%. Outside of these 3-4 job categories, most of the other job categories were not negatively impacted.


Source: Henley Wing Chiu / Bloomberry

Regarding pay, there have also been substantial shifts since ChatGPT and other generative AI tools emerged. Translation jobs were the worst hit, with more than a 20% decrease in hourly rates, followed by video editing/production and market research. Graphic design and web design jobs were the most resilient. Both of them not only increased in volume but also increased in hourly pay a bit.


Source: Henley Wing Chiu / Bloomberry

Upwork: AI Skills in High Demand


Research from Upwork also highlights the significant impact of generative AI on the freelance job market. According to an internal study, there has been a remarkable increase in job posts and searches related to generative AI on the platform. From Q1 to Q2 of 2023, job posts in this category surged by over 1000%, while related searches grew by more than 1500%. This indicates a growing recognition of the value and potential applications of generative AI among businesses.

Key findings from the research include the top generative AI-related skills in demand, such as ChatGPT, BERT, Stable Diffusion, TensorFlow, and in general AI chatbots. The demand is not limited to specific tools but extends to comprehensive applications and services that utilize these technologies. This shift shows that businesses are moving beyond searching for singular AI tools to exploring broader applications and services that can enhance various aspects of their operations.

Upwork has responded to this trend by launching a new AI Services Hub, which connects businesses with skilled AI professionals and offers tools like the AI-powered job post generator and enhanced chat features to streamline the hiring process. Additionally, Upwork has partnered with Jasper, a leading generative AI content generation platform, to provide freelancers with advanced tools that boost productivity and quality of work.
 

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OpenAI CTO: AI Could Kill Some Creative Jobs That Maybe Shouldn't Exist Anyway​

OpenAI's CTO Mira Murati isn't worried about AI's impact on creative professions.

https://www.pcmag.com/authors/kate-irwin

By Kate Irwin

June 21, 2024

Mira Murati, who wears a striped sweater and has brown hair, speaking with her hand up expressively.
(Credit: Bloomberg/Contributor via Getty Images)

Is generative AI a tool for creative empowerment and efficiency—or a threat to a swath of creative professions?

OpenAI's CTO Mira Murati isn't worried about such potential negative impacts, suggesting during a talk this month that if AI does kill some creative jobs, those jobs were maybe always a bit replaceable anyway.

"I think it's really going to be a collaborative tool, especially in the creative spaces," Murati told Darmouth University Trustee Jeffrey Blackburn during a conversation about AI hosted at the university's engineering department.

"Some creative jobs maybe will go away, but maybe they shouldn't have been there in the first place," the CTO said of AI's role in the workplace. "I really believe that using it as a tool for education, [and] creativity, will expand our intelligence."

During the Cannes Lions International Festival of Creativity this week, Murati predicted during another talk that the future will involve a "collaboration" between humans and AI. In her view, AI will largely become a tool for continued human work.

Since OpenAI released ChatGPT to the public, fears that different types of generative AI could take or eliminate jobs have swirled across a range of industries. OpenAI has been pushing its text-to-video Sora tool to Hollywood. Game developers, writers, and voice actors have also expressed anger and frustration over generative AI tools and voices that could take their jobs as companies like Microsoft and Electronic Arts embrace AI.

It isn't all bad, though. AI could create some jobs and reduce the time it takes to do certain tedious tasks. And if AI's outputs are lackluster or generic, humans will still be needed to recreate or fix AI-generated work. From a legal standpoint, however, AI outputs may not be a great solution for a final product as they may not be protected by existing copyright laws in the US. This means companies might use AI as a brainstorming tool or jumping-off point, but ultimately opt for unique, human-created outputs for their final products.

Creatives aren't the only ones whose jobs could be at risk, of course. Some tech firms are convinced AI is coming for human jobs. Companies like Google and Intel have reportedly made plans to replace some human staff with automated AI tools. And software engineers and cybersecurity workers could also lose jobs thanks to AI as startups like Cognition Labs are accused of coding their own replacements into existence.
 

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Companies want the highest ROI possible when investing. Generative AI is extremely powerful, but it's also expensive and it's a negative in the sustainability spectrum.

You also cannot implement AI tools with workforces without training them. There's a lot of components at play. I'll just say this, the predictions will come to fruition when it's cheaper to do it.

My wife is a director for a utility company's customer care center. I've put her on to gen AI when it first emerged publicly. She knows exactly how AI would benefit and make her call center better, but since she's killing it already with customer feedback surveys, the c-suite isn't pressed to spend money on tech to improve further.
 

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Don’t worry somehow and some way they’ll just blame everything on China.
 

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AI can't move this work

we're probably af few short years from a.i being ab;le to reliablt giver users a recipe to get high with. they are actively trying to regulate it and prevent it's use for making harmful chemical substances that bad actoors can use but that might be pointless because fine tuning models with additional info is already possible.
 

bnew

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Companies want the highest ROI possible when investing. Generative AI is extremely powerful, but it's also expensive and it's a negative in the sustainability spectrum.

You also cannot implement AI tools with workforces without training them. There's a lot of components at play. I'll just say this, the predictions will come to fruition when it's cheaper to do it.

My wife is a director for a utility company's customer care center. I've put her on to gen AI when it first emerged publicly. She knows exactly how AI would benefit and make her call center better, but since she's killing it already with customer feedback surveys, the c-suite isn't pressed to spend money on tech to improve further.

expensive now, won't be for long.


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Kai-Fu Lee says the cost of AI inference compute will reduce by 100x in the next 2 years due to the scaling law


To post tweets in this format, more info here: https://www.thecoli.com/threads/tips-and-tricks-for-posting-the-coli-megathread.984734/post-52211196






1/1
Character AI's quite forthright about how they achieved 33x cost decrease in inference costs MQA (lowers by 6x vs GQA) Hybrid attention (1:6 global:local SWA) And these two more creative innovations:


To post tweets in this format, more info here: https://www.thecoli.com/threads/tips-and-tricks-for-posting-the-coli-megathread.984734/post-52211196
GQmwbDZXAAA4YdP.jpg



1/2
"We have reduced serving costs by a factor of 33 compared to when we began in late 2022. Today, if we were to serve our traffic using leading commercial APIs, it would cost at least 13.5X more than with our systems." The AI winners will be low-cost players. Low-cost comes from the mostly lost art of infrastructure engineering excellence. Impressive from @character_ai

2/2
Optimizing AI Inference at Character.AI



To post tweets in this format, more info here: https://www.thecoli.com/threads/tips-and-tricks-for-posting-the-coli-megathread.984734/post-52211196
GQft2KtXMAA1Csb.jpg
 

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Podcaster behind microphone
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A voice actor at work. Companies may come to regret the lack of human connection if the voice reading an audiobook is AI-generated, Simon Kennedy says. Photograph: visualspace/Getty Images

Artificial intelligence (AI)

Cheap AI voice clones may wipe out jobs of 5,000 Australian actors​

Industry group says rise of vocal technology could upend many creative fields, including audiobooks – the canary in the coalmine for voice actors

Josh Taylor

Sat 29 Jun 2024 16.00 EDT

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Voice actors say they’re on the precipice of their work being replaced completely by artificial intelligence, with corporate and radio roles already beginning to be replaced by cheap generative AI clones.

While a high-profile actor like Scarlett Johansson can make the most prominent AI company in the world back down within a day from using her voice likeness in their AI products, everyday actors working on commercials, audiobook and video games worry they risk having their own voices cloned, or miss out on work entirely due to the rise of AI voice clones.

The Australian Association of Voice Actors (AAVA) told a parliamentary committee investigating AI the jobs of an estimated 5,000 local voice actors are already in danger, with the group pointing to one national radio network actively investing in technology to replace human voice actors.


In its submission, the group criticised the development as “a disappointing move from a player in an industry that has relied on voice artists to bring quality, credibility and humanity to their medium for over 100 years.”

The recently formed association’s president, Simon Kennedy, told Guardian Australia, the advent of AI and its impact on the voice industry was partly the catalyst for setting up the group, but he says they’re “not anti-tech and we’re certainly not anti-AI”. The group, he said, just wants fair rules around how the technology will be used, and protection for people’s voices against being misused by AI.

He said the canary in the coalmine for voice actors will be audiobooks.

“Audiobooks is frontline because of the volume of material and the perceived cost-saving that the companies that create them think that they’ll make.”

He said companies may come to regret the lack of human connection if the voice reading a book is AI.

“When it’s an AI voice, I think they’re going to find people just don’t bother with their audiobooks any more. They are just like, ‘I’m feeling nothing’.”

Kennedy said corporate work and education material were also low-hanging fruit for organisations looking to cut human voice work, but advertising will take longer.

“Big advertisers want quality and AI is not going to be given to them for quite some time.”

He said voice actors selling their likeness had not thought through the long-term impacts.

“I don’t think that the endgame was really top of mind for people; that your voice will now exist in the marketplace, as a digital clone of yourself, that will basically take work that you could normally get yourself,” he said.

Last year, Guardian Australia reported Australian software developer Replica Studios had licensed 120 voices from actors for video game development that will pay a fee to actors when clones of their voices are used in video games. In January the company signed an agreement with the Screen Actors Guild in what it says is an ethical approach to AI voice use – where all content is licensed.

‘Wide as an ocean, shallow as a puddle’​

The reaction from actors has been mixed. Cooper Mortlock, an Australian actor who began working in voice acting at the start of the Covid-19 pandemic, said it would undercut work by up and coming voice actors trying to get a foothold in the industry – particularly if they use AI-generated scratch voices as a place holder for the final voice, during the production process.

“It’s not only things like that, and not only limiting opportunities for the artists themselves, but also the creative scope of the projects,” he said. “There’s no opportunity for happy accidents or surprises – because AI is taking already existing things and just repurposing [them].”

Cooper Mortlock says an animation project he had worked on cloned his voice and used it without consent after the work stopped.
View image in fullscreen

Cooper Mortlock says an animation project he had worked on cloned his voice and used it without consent after the work stopped.

He said using AI voices to generate dialogue will lack the creativity that comes with using a human voice actor on scripted dialogue.

“It’s as wide as an ocean but as shallow as a puddle,” he said.

“You compare something like some recent video games that are very focused on story narrative and character like Cyberpunk 2077, The Witcher 3, Baldur’s Gate 3 … those games are so meticulously crafted.”

Up until now, AI voice clones often struggled with non-American accents. Australian voices, for example, often keep an American inflection. Newer services now offer a full suite of different accents of Australians at different ages. Kennedy said he hoped the delay was a sign Australians were holding out giving over their voices.

“We’re holding back until there are ethical frameworks in place where we can license our voice knowing that we are going to be treated fairly and compensated fairly,” he said.

But Mortlock said the lag was due to Australia being a smaller market, without the big dataset for the AI to learn the nuances of Australian voices.

There’s more data available now. I think it was [a] very US-centric thing … It’s just expanding – I don’t necessarily think it has to do with the accent itself.”

Liz Bonnin stands in front of wood panelling, framed by tall plants.
BBC presenter’s likeness used in advert after firm tricked by AI-generated voice
Read more

The AAVA has called for laws to govern consent, control and compensation around how AI voices are used, making sure artists are paid fairly and have complete control how – if licensed – their voices are used.

Mortlock has said an animation project he worked on cloned his voice and used it without consent after the work stopped – something the company he worked for denies – and part of the issue is there is no transparency when AI is being used.

He would like AI banned from the creative industry to ensure workers could remain employed, but said a tax on the use of technology to compensate workers, as well as greater transparency, would be appropriate.

“The actors should be reimbursed and I think there needs to be disclosure as to who each voice is they’re hiring. Because otherwise they could take this actor off the internet … it’s become the ‘wild west’.”
 

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Nearly half of US firms using AI say goal is to cut staffing costs​

ByBrian Delk

June 29, 2024 — 5.30pm

Washington: Workers fearing that their employers could use artificial intelligence to replace them might be right, according to data in a Federal Reserve Bank of Richmond report.

In a survey conducted earlier this month of firms using AI since early 2022 in the Richmond, Virginia region, 45 per cent said they were automating tasks to reduce staffing and labour costs.

Artificial intelligence generated text - another possibility for the technology.

Artificial intelligence generated text - another possibility for the technology.CREDIT:GETTY IMAGES

The survey also found that almost all the firms are using automation technology to increase output.

“CFOs say their firms are tapping AI to automate a host of tasks, from paying suppliers, invoicing, procurement, financial reporting, and optimising facilities utilisation,” said Duke finance professor John Graham, academic director of the survey of 450 financial executives.

“This is on top of companies using ChatGPT to generate creative ideas and to draft job descriptions, contracts, marketing plans, and press releases.”


The report stated that over the past year almost 60 per cent of companies surveyed have “have implemented software, equipment, or technology to automate tasks previously completed by employees.”

“These companies indicate that they use automation to increase product quality (58 per cent of firms), increase output (49 per cent), reduce labor costs (47 per cent), and substitute for workers (33 per cent).”

In a speech on Friday, Richmond Fed President Thomas Barkin said, “we may well also be seeing a move up in productivity, driven perhaps by automation or even AI”.

But workers can take comfort from Federal Reserve Bank of Dallas data, which showed that among the nearly 40 per cent of Texas firms now using AI, the impact on employment so far has been minimal.

And AI has not yet taken over all workplaces, the Richmond Fed survey found.

Only 46 per cent of all the firms said they had added technology to automate what had been employees’ tasks since January 2022.

AI adaptation was more common among manufacturing firms, with 53 per cent of them using the technology, than service sector companies, which reported just 43 per cent.

Bloomberg with Chris Zappone
 

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Went to bojangles yesterday and they have the Ai order taker. After my whole order I asked for four honey mustards and they machine glitches out talking about let me get another team member. The real lady had me run my whole order back again and that took even longer. When I get to the window to pay the cook asked me if I had ordered what I had ordered, then they handed it to me and gave me drinks that were different than what I ordered twice.

How did a third order manifest itself? My wife asked what is the point of having an ai if it's still going to make me interact with a human? To make that stock go up.

:martin:
 

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Went to bojangles yesterday and they have the Ai order taker. After my whole order I asked for four honey mustards and they machine glitches out talking about let me get another team member. The real lady had me run my whole order back again and that took even longer. When I get to the window to pay the cook asked me if I had ordered what I had ordered, then they handed it to me and gave me drinks that were different than what I ordered twice.

How did a third order manifest itself? My wife asked what is the point of having an ai if it's still going to make me interact with a human? To make that stock go up.

:martin:
Thats why it’s going to be dumb af

AI is nowhere close to replacing most human staffers.. if anything, its only close because companies are greedy

This shyt will probably go of the way when companies used to outsource departments to cut costs.. then they realized how stupid that shyt was and how it eventually cost them more money and they reneged on the idea.

This is why you don’t let CFO’s deal with anything IT related. They're cutting corners to reduce cost and this is the same shyt.
 

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Thats nowhere near tech though

Data entry at best

they have thousands, possibly hundreds of thousands of hours of recorded phone calls, email correspondences, documentation and other digitized work product to train from.

a lot of companies are sitting on a ton of data they can train AI models on to tailor to their specific needs.
 
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