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Excessive generative AI output devalues all communication media unfortunately. As a greater and greater portion of text, imagery, audio, and video come to be sy

Excessive generative AI output devalues all communication media unfortunately. As a greater and greater portion of text, imagery, audio, and video come to be synthetic, I don't see why anybody would be motivated to do deep reading, or listening, or analysis of said media. It's frightening to think what that might do to our civilization, almost like putting us back into a weird version of the ancient past when nobody was literate, save the priest. Maybe humans can adapt to care about generated content and treat it with the same emotional weight that human communication has. I don't know if that's good or not.

sixtyj 16d ago
There is a recent PISA research that students slowly decline in understanding the long reads. E.g. in one country, 21% of high school students do not even achieve “sufficient reading literacy”… So the question should be - what are we going to do with this? LLM can produce texts but we as people will not be able to understand anyway… About PISA research for example here: https://www.edweek.org/leadership/reading-ability-craters-on-international-exam-both-in-the-united-states-and-abroad/2026/09 https://www.edweek.org/leadership/reading-ability-craters-on...
- watwut 16d ago
  > LLM can produce texts but we as people will not be able to understand anyway LLM generated text oftentimes just do not have the point to be understood. LLM is training you to NOT read, because trying to do close reading of LLM generated text is usually a mistake. There is no deeper there. Either it was correct on the surface things or it is a gibberish.
- yorwba 16d ago
  PISA is a statistical measurement tool designed for sensitivity to differences in student performance. So it uses questions that some students are expected to get right and some are expected to get wrong, and places the result on a bell curve fit to a reference population. It's not clear what you mean by "sufficient reading literacy," but I guess it's one of the PISA proficiency levels. Those are simply equally-spaced intervals on the bell curve. For example, level 1c in reading is 2.4 to 3.1 standard deviations below the reference mean and 21% of participants in Iraqi Kurdistan and Lebanon scored at that level. Relative to the baseline, they are definitely close to the bottom. However, even they must've gotten some questions right, or they would've ended up in the "below level 1c" bucket (like 3% in Iraqi Kurdistan and 5% in Lebanon did). (https://www.oecd.org/en/publications/pisa-2025-results-volume-i_73451bc5-en/full-report/results-for-countries-and-economies_33854635.html#annex-d1e69716-8107cecc98 https://www.oecd.org/en/publications/pisa-2025-results-volum... Table I.B1.2a.11) If you wanted to know how many people achieve "sufficient reading literacy," you would need a test specifically designed for measuring it (i.e. not PISA), where people with sufficient ability can be expected to get all questions right. For example, the literacy rate is typically defined via the ability to "read and write a simple statement about everyday life," a test which 99% of adults in wealthy countries pass, 92% in Lebanon and 84% in Iraq: https://ourworldindata.org/grapher/cross-country-literacy-rates?country=Europe+and+Northern+America+%28SDG%29~IRQ~LBN https://ourworldindata.org/grapher/cross-country-literacy-ra... Of course a test that 99% pass just becomes table stakes and boring, whereas PISA with its large differences between individuals is much more exciting, but you shouldn't let that mislead you into thinking that students scoring relatively low on PISA necessarily must be lacking even those table-stakes skills.
- alex43578 14d ago
  Even before AI, it was clear that developed societies will be weighted down with an underclass of welfare recipients who are unable or unwilling to develop skills necessary to meaningfully contribute. As society/technology/the world moves faster and becomes more complicated, more and more of them will be left behind. 1 in 5 Americans are already functionally illiterate, and about 20% of working age men are already out of the labor force. https://cis.org/Report/WorkingAge-Not-Working-1960-2025 https://cis.org/Report/WorkingAge-Not-Working-1960-2025
  - nerevarthelame 14d ago
    CIS is an anti-immigration hate group founded by a eugenicist and white supremacist. They're widely condemned for publishing factually incorrect and methodologically flawed reports by organizations across all of the political spectrum, save the furthest right extremists. That is not a legitimate source of information on immigration or welfare.
    - alex43578 14d ago
      BLS: https://www.bls.gov/web/empsit/cpseea38.htm https://www.bls.gov/web/empsit/cpseea38.htm Minneapolis Fed: https://www.minneapolisfed.org/article/2022/whos-not-working-in-the-us-learn-the-basics https://www.minneapolisfed.org/article/2022/whos-not-working... Bipartisan Policy Center: https://bipartisanpolicy.org/article/why-are-prime-age-adults-opting-out-of-work/ https://bipartisanpolicy.org/article/why-are-prime-age-adult... Do you have any numbers you'd like to provide to counter the claim that a significant portion of the population of working age individuals aren't already out of the labor force?
      - nerevarthelame 14d ago
        While I may have responded to your comment, I'm not debating you. My intention was to let other readers know that the sentiments you're expressing are little more than gutter eugenics hiding behind a flimsy facade of academic language and charts.
Insimwytim 16d ago
You can't even watch funny animal compilations anymore!
- jakeinspace 16d ago
  Probably the worst part
TeMPOraL 16d ago
You're skipping any causal connection between the "as greater and greater" and "anybody would be motivated" parts. What is it in "excessive generative AI output" that "devalues all communication media"? Not that I disagree much, but for myself I have an actual cause connecting the two parts, and it's not something inherent to AI. Basically, synthetic content is like those fancy desserts - they look nice and the top layer possibly has an exquisite flavor (probably on purpose), but once you cut deeper, it's some weird fruit or nut or other foodstuff that belongs next to potatoes and meat, not in a cake. So I learned to avoid such desserts and stick to basic stuff I know are good entirely, like IDK a cream pie or cream-filled chocolate stuff or such. Same is with content. My problem isn't that it's AI, but that it's wrong, full of mistakes human authors don't make. Hallucinations mid-text that make half of it convincingly argue bullshit. Or the uncanny or repetitive factor in art that kicks in after few seconds of looking. Like with desert, I'm avoiding disappointment and wasted hopes. When synthetic context gets better, I'll be consuming it just like "vanilla" one, for the same reasons.
- altmanaltman 15d ago
  I think with the desert thing, you are getting at what was once described as "aura" of original art work. Things like photography have already made us question things like synthetic art and how it relates to "real art" and I am pretty sure this is how it will go with AI and art in general. I wrote about this in my full human only blog: https://decodingvibes.com/blog/3-hypothetical-paintings-and-why-ai-generated-art-can-feel-soulless/ https://decodingvibes.com/blog/3-hypothetical-paintings-and-...
altmanaltman 15d ago
Wait wait wait, why will humand syop wanting to read, listen to music, or watch movies and tv shows just because there are AI generated art? People will still feel the need for all those things, technology alone cannot erase the demand. The problem is generated art is not considered good by audiences because it usually lacks substance and genuine creativity. But that doesn't mean they will not want to watch The Odessy. If an AI can make a movie which is exactly equivalent to a Christopher Nolan movie, then yes people can adapt. But the current situation is that most AI art sucks and people do not like it. Not that people want to stop reading, listening or watching. We are doing that in much larger numbers than we ever did in history.
- seanmcdirmid 15d ago
  People have lessened what they read because they can more easily watch a video or listen to a podcast. It’s not like the 1800s where books were the only game in town. And why read an AI written article when you can listen to the AI generated podcast with banter between two fake personalities (yes, this is what I heard when I wanted info about qwen’s newest model on Apple podcast).
  - altmanaltman 15d ago
    Yes, true, but in the 1800s, literacy rates were extremely low as well. Most people didn't read then either. By the time literacy improved, we already had competing media like radio, television, etc. But books still won because they were a different form of media. And most "popular" books since the invention of the printing press have usually been garbage, like guides on how to burn witches properly, etc. It wasn't like people were reading Dostoevsky in masses then and don't do it now. It was always a small minority of people that cared about actual literature. I think it's also more about active vrs passive consumption these days. People these days consume media mostly passively (watch whatever is on a streaming service, hear a podcast/audiobook while driving, let AI summarize an article instead of reading it), whereas that wasn't really possible previously (go to a theater to watch a movie, actually read stuff with attention, etc.). So yes, people might be reading less, but I don't think it's some massive fall in literacy as people make it out to be. We're much more busy and don't have time to actually sit down and actively focus on media consumption these days as well (assuming you're employed in a somewhat capitalism-based system).
incognition 15d ago
A Tower of Bable phenomenon
UltraSane 15d ago
Drowning in AI output will make people value in person communication far more.

sixtyj 16d ago

There is a recent PISA research that students slowly decline in understanding the long reads. E.g. in one country, 21% of high school students do not even achieve “sufficient reading literacy”… So the question should be - what are we going to do with this? LLM can produce texts but we as people will not be able to understand anyway… About PISA research for example here: https://www.edweek.org/leadership/reading-ability-craters-on-international-exam-both-in-the-united-states-and-abroad/2026/09 https://www.edweek.org/leadership/reading-ability-craters-on...

watwut 16d ago
> LLM can produce texts but we as people will not be able to understand anyway LLM generated text oftentimes just do not have the point to be understood. LLM is training you to NOT read, because trying to do close reading of LLM generated text is usually a mistake. There is no deeper there. Either it was correct on the surface things or it is a gibberish.
yorwba 16d ago
PISA is a statistical measurement tool designed for sensitivity to differences in student performance. So it uses questions that some students are expected to get right and some are expected to get wrong, and places the result on a bell curve fit to a reference population. It's not clear what you mean by "sufficient reading literacy," but I guess it's one of the PISA proficiency levels. Those are simply equally-spaced intervals on the bell curve. For example, level 1c in reading is 2.4 to 3.1 standard deviations below the reference mean and 21% of participants in Iraqi Kurdistan and Lebanon scored at that level. Relative to the baseline, they are definitely close to the bottom. However, even they must've gotten some questions right, or they would've ended up in the "below level 1c" bucket (like 3% in Iraqi Kurdistan and 5% in Lebanon did). (https://www.oecd.org/en/publications/pisa-2025-results-volume-i_73451bc5-en/full-report/results-for-countries-and-economies_33854635.html#annex-d1e69716-8107cecc98 https://www.oecd.org/en/publications/pisa-2025-results-volum... Table I.B1.2a.11) If you wanted to know how many people achieve "sufficient reading literacy," you would need a test specifically designed for measuring it (i.e. not PISA), where people with sufficient ability can be expected to get all questions right. For example, the literacy rate is typically defined via the ability to "read and write a simple statement about everyday life," a test which 99% of adults in wealthy countries pass, 92% in Lebanon and 84% in Iraq: https://ourworldindata.org/grapher/cross-country-literacy-rates?country=Europe+and+Northern+America+%28SDG%29~IRQ~LBN https://ourworldindata.org/grapher/cross-country-literacy-ra... Of course a test that 99% pass just becomes table stakes and boring, whereas PISA with its large differences between individuals is much more exciting, but you shouldn't let that mislead you into thinking that students scoring relatively low on PISA necessarily must be lacking even those table-stakes skills.
alex43578 14d ago
Even before AI, it was clear that developed societies will be weighted down with an underclass of welfare recipients who are unable or unwilling to develop skills necessary to meaningfully contribute. As society/technology/the world moves faster and becomes more complicated, more and more of them will be left behind. 1 in 5 Americans are already functionally illiterate, and about 20% of working age men are already out of the labor force. https://cis.org/Report/WorkingAge-Not-Working-1960-2025 https://cis.org/Report/WorkingAge-Not-Working-1960-2025
- nerevarthelame 14d ago
  CIS is an anti-immigration hate group founded by a eugenicist and white supremacist. They're widely condemned for publishing factually incorrect and methodologically flawed reports by organizations across all of the political spectrum, save the furthest right extremists. That is not a legitimate source of information on immigration or welfare.
  - alex43578 14d ago
    BLS: https://www.bls.gov/web/empsit/cpseea38.htm https://www.bls.gov/web/empsit/cpseea38.htm Minneapolis Fed: https://www.minneapolisfed.org/article/2022/whos-not-working-in-the-us-learn-the-basics https://www.minneapolisfed.org/article/2022/whos-not-working... Bipartisan Policy Center: https://bipartisanpolicy.org/article/why-are-prime-age-adults-opting-out-of-work/ https://bipartisanpolicy.org/article/why-are-prime-age-adult... Do you have any numbers you'd like to provide to counter the claim that a significant portion of the population of working age individuals aren't already out of the labor force?
    - nerevarthelame 14d ago
      While I may have responded to your comment, I'm not debating you. My intention was to let other readers know that the sentiments you're expressing are little more than gutter eugenics hiding behind a flimsy facade of academic language and charts.

Insimwytim 16d ago

You can't even watch funny animal compilations anymore!

jakeinspace 16d ago
Probably the worst part

TeMPOraL 16d ago

You're skipping any causal connection between the "as greater and greater" and "anybody would be motivated" parts. What is it in "excessive generative AI output" that "devalues all communication media"? Not that I disagree much, but for myself I have an actual cause connecting the two parts, and it's not something inherent to AI. Basically, synthetic content is like those fancy desserts - they look nice and the top layer possibly has an exquisite flavor (probably on purpose), but once you cut deeper, it's some weird fruit or nut or other foodstuff that belongs next to potatoes and meat, not in a cake. So I learned to avoid such desserts and stick to basic stuff I know are good entirely, like IDK a cream pie or cream-filled chocolate stuff or such. Same is with content. My problem isn't that it's AI, but that it's wrong, full of mistakes human authors don't make. Hallucinations mid-text that make half of it convincingly argue bullshit. Or the uncanny or repetitive factor in art that kicks in after few seconds of looking. Like with desert, I'm avoiding disappointment and wasted hopes. When synthetic context gets better, I'll be consuming it just like "vanilla" one, for the same reasons.

altmanaltman 15d ago
I think with the desert thing, you are getting at what was once described as "aura" of original art work. Things like photography have already made us question things like synthetic art and how it relates to "real art" and I am pretty sure this is how it will go with AI and art in general. I wrote about this in my full human only blog: https://decodingvibes.com/blog/3-hypothetical-paintings-and-why-ai-generated-art-can-feel-soulless/ https://decodingvibes.com/blog/3-hypothetical-paintings-and-...

altmanaltman 15d ago

Wait wait wait, why will humand syop wanting to read, listen to music, or watch movies and tv shows just because there are AI generated art? People will still feel the need for all those things, technology alone cannot erase the demand. The problem is generated art is not considered good by audiences because it usually lacks substance and genuine creativity. But that doesn't mean they will not want to watch The Odessy. If an AI can make a movie which is exactly equivalent to a Christopher Nolan movie, then yes people can adapt. But the current situation is that most AI art sucks and people do not like it. Not that people want to stop reading, listening or watching. We are doing that in much larger numbers than we ever did in history.

seanmcdirmid 15d ago
People have lessened what they read because they can more easily watch a video or listen to a podcast. It’s not like the 1800s where books were the only game in town. And why read an AI written article when you can listen to the AI generated podcast with banter between two fake personalities (yes, this is what I heard when I wanted info about qwen’s newest model on Apple podcast).
- altmanaltman 15d ago
  Yes, true, but in the 1800s, literacy rates were extremely low as well. Most people didn't read then either. By the time literacy improved, we already had competing media like radio, television, etc. But books still won because they were a different form of media. And most "popular" books since the invention of the printing press have usually been garbage, like guides on how to burn witches properly, etc. It wasn't like people were reading Dostoevsky in masses then and don't do it now. It was always a small minority of people that cared about actual literature. I think it's also more about active vrs passive consumption these days. People these days consume media mostly passively (watch whatever is on a streaming service, hear a podcast/audiobook while driving, let AI summarize an article instead of reading it), whereas that wasn't really possible previously (go to a theater to watch a movie, actually read stuff with attention, etc.). So yes, people might be reading less, but I don't think it's some massive fall in literacy as people make it out to be. We're much more busy and don't have time to actually sit down and actively focus on media consumption these days as well (assuming you're employed in a somewhat capitalism-based system).

incognition 15d ago

A Tower of Bable phenomenon

UltraSane 15d ago

Drowning in AI output will make people value in person communication far more.