I suspect a long term consequence of AI adoption in workplaces is that document reviews become worthless.
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I suspect a long term consequence of AI adoption in workplaces is that document reviews become worthless. An initial problem some have begun to encounter is where the author didn’t even read the document AI produced.
Some AI-forward companies have an even more pernicious problem of people not reading the document but instead asking AI what questions to raise to make it look like they did.
Over time this will become a waste of time with only the AI companies benefiting.
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I suspect a long term consequence of AI adoption in workplaces is that document reviews become worthless. An initial problem some have begun to encounter is where the author didn’t even read the document AI produced.
Some AI-forward companies have an even more pernicious problem of people not reading the document but instead asking AI what questions to raise to make it look like they did.
Over time this will become a waste of time with only the AI companies benefiting.
@carnage4life somebody called it workslop. Cheaply producing piles of work for somebody else to work on.
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I suspect a long term consequence of AI adoption in workplaces is that document reviews become worthless. An initial problem some have begun to encounter is where the author didn’t even read the document AI produced.
Some AI-forward companies have an even more pernicious problem of people not reading the document but instead asking AI what questions to raise to make it look like they did.
Over time this will become a waste of time with only the AI companies benefiting.
@carnage4life so those AI-forward companies will quickly become "AI agent social networks" on the theme of the company's pitch and internal documents as playgrounds ... and the fireworks will be nice to follow

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I suspect a long term consequence of AI adoption in workplaces is that document reviews become worthless. An initial problem some have begun to encounter is where the author didn’t even read the document AI produced.
Some AI-forward companies have an even more pernicious problem of people not reading the document but instead asking AI what questions to raise to make it look like they did.
Over time this will become a waste of time with only the AI companies benefiting.
@carnage4life I recently had the first case where this caused real harm/a lot of extra work. Prospective customers were asking "weird" questions about security. Borderline in line with someone who's technically illiterate, but basically not answerable. By this time they had already escalated to management two layers above me. When we received the slide set it turned out there were additional slides full with AI hallucinations about our system, and the questions were just an excerpt of that.
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I suspect a long term consequence of AI adoption in workplaces is that document reviews become worthless. An initial problem some have begun to encounter is where the author didn’t even read the document AI produced.
Some AI-forward companies have an even more pernicious problem of people not reading the document but instead asking AI what questions to raise to make it look like they did.
Over time this will become a waste of time with only the AI companies benefiting.
Next step: don’t bother even producing these documents?
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I suspect a long term consequence of AI adoption in workplaces is that document reviews become worthless. An initial problem some have begun to encounter is where the author didn’t even read the document AI produced.
Some AI-forward companies have an even more pernicious problem of people not reading the document but instead asking AI what questions to raise to make it look like they did.
Over time this will become a waste of time with only the AI companies benefiting.
@carnage4life They have been for years. A not uncommon thing is being tasked with writing a document and having to go through a weeks to months long development and review process, only to find out that your boss' boss wrote a three line email that made it unnecessary an hour after the meeting you were tasked in.
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I suspect a long term consequence of AI adoption in workplaces is that document reviews become worthless. An initial problem some have begun to encounter is where the author didn’t even read the document AI produced.
Some AI-forward companies have an even more pernicious problem of people not reading the document but instead asking AI what questions to raise to make it look like they did.
Over time this will become a waste of time with only the AI companies benefiting.
@carnage4life I hear this often from people who use AI in their non-IT jobs. “I got ChatGPT to write the report” combined with “I got it to summarise the thing I was sent”. And when I ask, so what’s the point of any of the documents, they seem to not see the complete waste of time the entire chain becomes. There’s a truly massive liability here waiting to hit.
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@carnage4life I hear this often from people who use AI in their non-IT jobs. “I got ChatGPT to write the report” combined with “I got it to summarise the thing I was sent”. And when I ask, so what’s the point of any of the documents, they seem to not see the complete waste of time the entire chain becomes. There’s a truly massive liability here waiting to hit.
Someone I know wrote an April 1st RFC for an LLM based communication protocol where you give it bullet points, it expands them into an email and then the recipient uses an LLM to turn the email back into (usually mostly similar) bullet points
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Someone I know wrote an April 1st RFC for an LLM based communication protocol where you give it bullet points, it expands them into an email and then the recipient uses an LLM to turn the email back into (usually mostly similar) bullet points
@gbargoud @carnage4life I reckon that’s the depressing reality in many businesses now. Time will tell whether it shows that all the paperwork was actually pointless, or important and people will end up dead when something gets missed.
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I suspect a long term consequence of AI adoption in workplaces is that document reviews become worthless. An initial problem some have begun to encounter is where the author didn’t even read the document AI produced.
Some AI-forward companies have an even more pernicious problem of people not reading the document but instead asking AI what questions to raise to make it look like they did.
Over time this will become a waste of time with only the AI companies benefiting.
@carnage4life Receive an email written by LLM, with a document also written by LLM, ask the LLM to summarize the LLM email and document, tell LLM to send an email back with questions the LLM suggested, so it looks like you actually read the LLM slop........ Nobody is reading, THINKING or paying attention to the issues. Wonderful.
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I suspect a long term consequence of AI adoption in workplaces is that document reviews become worthless. An initial problem some have begun to encounter is where the author didn’t even read the document AI produced.
Some AI-forward companies have an even more pernicious problem of people not reading the document but instead asking AI what questions to raise to make it look like they did.
Over time this will become a waste of time with only the AI companies benefiting.
@carnage4life Alice:
"AI won't work, you just produce more slop for humans to review."
Lapin LeBlanc:
"Inside of you are two wolves: There's one that vibes without any review. The other uses AI to review AI."
Alice:
"That won't work either, who reviews the quality of the AI reviews of the AI?"
Lapin LeBlanc:
"You can't fool me, Ms Liddell, this hole is AI all the way down."
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I suspect a long term consequence of AI adoption in workplaces is that document reviews become worthless. An initial problem some have begun to encounter is where the author didn’t even read the document AI produced.
Some AI-forward companies have an even more pernicious problem of people not reading the document but instead asking AI what questions to raise to make it look like they did.
Over time this will become a waste of time with only the AI companies benefiting.
Tell me how this isn’t evolution in action.
Management can be convinced to buy into this shit, and they are exactly the kind of people who believe all the garbage AI generates
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I suspect a long term consequence of AI adoption in workplaces is that document reviews become worthless. An initial problem some have begun to encounter is where the author didn’t even read the document AI produced.
Some AI-forward companies have an even more pernicious problem of people not reading the document but instead asking AI what questions to raise to make it look like they did.
Over time this will become a waste of time with only the AI companies benefiting.
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I suspect a long term consequence of AI adoption in workplaces is that document reviews become worthless. An initial problem some have begun to encounter is where the author didn’t even read the document AI produced.
Some AI-forward companies have an even more pernicious problem of people not reading the document but instead asking AI what questions to raise to make it look like they did.
Over time this will become a waste of time with only the AI companies benefiting.
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I suspect a long term consequence of AI adoption in workplaces is that document reviews become worthless. An initial problem some have begun to encounter is where the author didn’t even read the document AI produced.
Some AI-forward companies have an even more pernicious problem of people not reading the document but instead asking AI what questions to raise to make it look like they did.
Over time this will become a waste of time with only the AI companies benefiting.
@carnage4life I just don't review AI documents. My autistic brain feels very uneasy when reading the slop so I detect quite quickly that it's AI.
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I suspect a long term consequence of AI adoption in workplaces is that document reviews become worthless. An initial problem some have begun to encounter is where the author didn’t even read the document AI produced.
Some AI-forward companies have an even more pernicious problem of people not reading the document but instead asking AI what questions to raise to make it look like they did.
Over time this will become a waste of time with only the AI companies benefiting.
The way out of this mess might be adopting more efficient writing styles that are better aligned with reader needs, at least in the technical writing space.
Much of the reason why LLMs are successful is because our current style of writing is filled with repetitive and predictable fluff. The entropy of typical writing, a measurement of how efficiently information is packed in, is atrocious. Most of this fluff exists because of societal expectations for what writing is supposed to feel like.
Perhaps we just need to get a lot better about conveying information that the reader needs without all that extra fluff.
As Antoine de Saint Exupéry said, "perfection is attained not when there is nothing more to add, but when there is nothing more to remove."
Or, as another great philosopher once postulated, "why use lot word when few word do trick?"
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@carnage4life They have been for years. A not uncommon thing is being tasked with writing a document and having to go through a weeks to months long development and review process, only to find out that your boss' boss wrote a three line email that made it unnecessary an hour after the meeting you were tasked in.
@drwho @carnage4life Yep, I think, most technical documents I‘ve written in my ten years as an engineer were never read by anyone else but me and the person I asked to proofread.
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I suspect a long term consequence of AI adoption in workplaces is that document reviews become worthless. An initial problem some have begun to encounter is where the author didn’t even read the document AI produced.
Some AI-forward companies have an even more pernicious problem of people not reading the document but instead asking AI what questions to raise to make it look like they did.
Over time this will become a waste of time with only the AI companies benefiting.
@carnage4life In 3-5 years, skill atrophy and simulated busywork will hit those "AI-forward" companies very hard. Management will scramble to design efficient processes around ineffective (sloppy) tasks performed by employees who will be the textbook definition of "learned helplessness".
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True, but it's just one of many examples of perverse incentives in writing. I used to work in a public sector research organization, and the internal joke was "the job isn't done until the paper weighs good." But most of the perceived need for that voluminous writing is internally driven. Most clients don't read much past the execsum.
If we can remove these perverse incentives and change societal expectations a bit then maybe we won't need all of this boilerplate that is so generic that robots can do it.
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I suspect a long term consequence of AI adoption in workplaces is that document reviews become worthless. An initial problem some have begun to encounter is where the author didn’t even read the document AI produced.
Some AI-forward companies have an even more pernicious problem of people not reading the document but instead asking AI what questions to raise to make it look like they did.
Over time this will become a waste of time with only the AI companies benefiting.
@carnage4life For a long while there is intrinsic part of every org that mandates a noop documents to be produced. They have no value on their own for the goals of the organisation, but to fulfil the needs of some checklist process.
If a person uses [a tool] to shorten the time&resources spent on said task, it should be a net positive for said organisation.