We went from precise web search with boolean operators to "natural language models" of AI search.
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@tinker In a past life I worked at an "AI search" company, and the example search they always used to promote natural language searching was "Who shot Dick Cheney in the face?" The correct answer is "nobody", but search results always return hits for when Cheney shot his buddy Harry Whittington in the face while quail hunting. That's a pretty hard thing to describe with keywords and booleans unless you add some semantic relationships into the queries, and that's not a simple thing to do. Sometimes natural language is the most precise way of expressing a query, but the technology for understanding and processing that query still leaves a lot to be desired, even in cases where you'd think it should work better than keyword or structured queries.
I think you're probably right about there being a double-empathy like issue with how NTs and NDs use information tools. I think all we ND folk have personal experience with that. The AI search we have now is not what we thought we were building back then. Though I can't say it's not what the founders and investors envisioned - you never know their secret exit plans. But we were trying to get better search results, not inaccurate results that feel like they should be correct.
@joshsusser I think that's an easy problem to solve with keywords and booleans though? "shot Dick Cheney" as a quoted string should not return any results for "Dick Cheney shot" and no competent journalist is writing "Shot: DIck Cheney, in the face, says hospitalized hunter"
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We went from precise web search with boolean operators to "natural language models" of AI search.
You can tell nuerodivergent, Autistic, ADHD, AuDHD, etc folks created the early internet...
...and you can tell that neurotypical folks are now leading the current overlays of the internet.
We used to have very precise search mechanisms. Specific words found in web pages with boolean operators (AND, OR, NOT, etc) to filter out the web pages that contained specific words and did not contain other words.
Now, we search for web sites (or don't even search for web sites, yay abstraction layers that separate us from actual raw information) using "natural language" to try and coax out info.
Have you ever been frustrated when you use very precise and direct language to communicate a specific idea with someone who then takes those specific words and adds obscure meaning and connotations and personal fears and bias to what you said... thus completely misunderstanding you... only to then try and clarify what you said with more precise language only to have that further degrade the conversation?!
Yeah. That's the internet with AI "search" now.
They took something that worked precisely and directly and muddied it.
We've introduced the "double-empathy problem" to web search.
I'm noticing that everyone in my circles, family, and especially work that are nuerotypical LOVE LOVE LOVE the new AI search mechanisms. They'll tell me exactly what the answer they received was - regardless of whether it's right or has multiple possible and conflicting answers. They just repeat what the AI said like it was the Gospel Truth.
And they love talking to it like it was a "real person."
It certainly takes my search parameters and adds its own interpretation to which I have to clarify and correct which is then misinterpreted further...
I haven't tried vibe coding, but I can only imagine the horror.
Can you imagine vibe pentesting with Claude / Mythos?!?!?!
You know how neurodivergent folks gravitated towards IT because it was precise?
Yeah, that's gone now.
@tinker i get unreasonably upset when i try to use a search the way it was intended and get in response: “fuck you here is what we decided you should have searched for and also here are some slops”
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@AimeeMaroux @tinker
probably undiagnosed
just kidding - the OP was just a generalization, of course there are neurotypicals who dislike bullshit and value preciseness, and there certainly are neurodivergent people who love LLMs (some people describe them to feel like gambling, i.e. dopamine hits when it seems to work, so it keeps you using it, which can be a trap especially for folks with ADHD - and one reason I avoid that crap like the plague)
@Doomed_Daniel @tinker Who knows

I have a STEM degree and and that might be why I appreciate precise search. The 2000s internet also felt very alive with all its small personal websites.
I totally get the LLM gambling thing. "Will it do it right this time?" can be fun entertainment but also a time and money sink (if you pay for the LLM) and also a high environmental cost in any case

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@tinker Enshittification
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We went from precise web search with boolean operators to "natural language models" of AI search.
You can tell nuerodivergent, Autistic, ADHD, AuDHD, etc folks created the early internet...
...and you can tell that neurotypical folks are now leading the current overlays of the internet.
We used to have very precise search mechanisms. Specific words found in web pages with boolean operators (AND, OR, NOT, etc) to filter out the web pages that contained specific words and did not contain other words.
Now, we search for web sites (or don't even search for web sites, yay abstraction layers that separate us from actual raw information) using "natural language" to try and coax out info.
Have you ever been frustrated when you use very precise and direct language to communicate a specific idea with someone who then takes those specific words and adds obscure meaning and connotations and personal fears and bias to what you said... thus completely misunderstanding you... only to then try and clarify what you said with more precise language only to have that further degrade the conversation?!
Yeah. That's the internet with AI "search" now.
They took something that worked precisely and directly and muddied it.
We've introduced the "double-empathy problem" to web search.
I'm noticing that everyone in my circles, family, and especially work that are nuerotypical LOVE LOVE LOVE the new AI search mechanisms. They'll tell me exactly what the answer they received was - regardless of whether it's right or has multiple possible and conflicting answers. They just repeat what the AI said like it was the Gospel Truth.
And they love talking to it like it was a "real person."
It certainly takes my search parameters and adds its own interpretation to which I have to clarify and correct which is then misinterpreted further...
I haven't tried vibe coding, but I can only imagine the horror.
Can you imagine vibe pentesting with Claude / Mythos?!?!?!
You know how neurodivergent folks gravitated towards IT because it was precise?
Yeah, that's gone now.
-
@joshsusser I think that's an easy problem to solve with keywords and booleans though? "shot Dick Cheney" as a quoted string should not return any results for "Dick Cheney shot" and no competent journalist is writing "Shot: DIck Cheney, in the face, says hospitalized hunter"
@datum I wish I had the energy for this kind of deep technical convo today, but I don't. But I'll just say it's more complicated than that in practice, as the internet is multilingual and a lot of people write poorly. The enhancement you mention is basically what I meant when I said you had to add some semantics to the keyword query. That might seem simple at first, but the complexity compounds. I don't think natural language is solving this problem well now, so maybe there will be a better keyword-based solution sometime. There's certainly room for improvement.
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@tinker Enshittification
The enshittification of google search has fossil fuel funding.
https://www.bloomberg.com/news/articles/2024-11-06/saudis-plan-100-billion-ai-powerhouse-to-rival-uae-s-tech-hubEach crappy search result triggers more attempts to find what you need with more prompts & more refined search parameters
Each query attempt is being routed to behemoths like this one
https://www.tomshardware.com/tech-industry/kevin-o-learys-9-gw-utah-data-center-campus-approvedThat's by design. To waste energy, with a side of state surveillance & chokepoint capitalism
Efficient search conserves energy
1/
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The enshittification of google search has fossil fuel funding.
https://www.bloomberg.com/news/articles/2024-11-06/saudis-plan-100-billion-ai-powerhouse-to-rival-uae-s-tech-hubEach crappy search result triggers more attempts to find what you need with more prompts & more refined search parameters
Each query attempt is being routed to behemoths like this one
https://www.tomshardware.com/tech-industry/kevin-o-learys-9-gw-utah-data-center-campus-approvedThat's by design. To waste energy, with a side of state surveillance & chokepoint capitalism
Efficient search conserves energy
1/
2/
We continue to underestimate how far the fossil fuel industry will go to keep its power, control, & wealth.
As the globe switches away from fossil fuels, the industry seeks ways to waste it with forced user adoption & hype.
AI is just the latest incarnation of toxic products from the fossil fuel industry, gilded with oil oligarchs' fake charities as wolves in sheep's clothing.
Five Billionaires Pledged $1 Billion To Boost Economic Mobility Using AI
Five of America’s top philanthropists are teaming up for a new venture aimed at helping low-income Americans rise from poverty. An AI giant has signed on to help.
Forbes (www.forbes.com)
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We went from precise web search with boolean operators to "natural language models" of AI search.
You can tell nuerodivergent, Autistic, ADHD, AuDHD, etc folks created the early internet...
...and you can tell that neurotypical folks are now leading the current overlays of the internet.
We used to have very precise search mechanisms. Specific words found in web pages with boolean operators (AND, OR, NOT, etc) to filter out the web pages that contained specific words and did not contain other words.
Now, we search for web sites (or don't even search for web sites, yay abstraction layers that separate us from actual raw information) using "natural language" to try and coax out info.
Have you ever been frustrated when you use very precise and direct language to communicate a specific idea with someone who then takes those specific words and adds obscure meaning and connotations and personal fears and bias to what you said... thus completely misunderstanding you... only to then try and clarify what you said with more precise language only to have that further degrade the conversation?!
Yeah. That's the internet with AI "search" now.
They took something that worked precisely and directly and muddied it.
We've introduced the "double-empathy problem" to web search.
I'm noticing that everyone in my circles, family, and especially work that are nuerotypical LOVE LOVE LOVE the new AI search mechanisms. They'll tell me exactly what the answer they received was - regardless of whether it's right or has multiple possible and conflicting answers. They just repeat what the AI said like it was the Gospel Truth.
And they love talking to it like it was a "real person."
It certainly takes my search parameters and adds its own interpretation to which I have to clarify and correct which is then misinterpreted further...
I haven't tried vibe coding, but I can only imagine the horror.
Can you imagine vibe pentesting with Claude / Mythos?!?!?!
You know how neurodivergent folks gravitated towards IT because it was precise?
Yeah, that's gone now.
@tinker I was so angry when many search engines stopped processing the AND, OR, NOT, and NEAR keywords.
While, you can still refine searches with advanced search syntax of each search engine, it is just not the same.
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We went from precise web search with boolean operators to "natural language models" of AI search.
You can tell nuerodivergent, Autistic, ADHD, AuDHD, etc folks created the early internet...
...and you can tell that neurotypical folks are now leading the current overlays of the internet.
We used to have very precise search mechanisms. Specific words found in web pages with boolean operators (AND, OR, NOT, etc) to filter out the web pages that contained specific words and did not contain other words.
Now, we search for web sites (or don't even search for web sites, yay abstraction layers that separate us from actual raw information) using "natural language" to try and coax out info.
Have you ever been frustrated when you use very precise and direct language to communicate a specific idea with someone who then takes those specific words and adds obscure meaning and connotations and personal fears and bias to what you said... thus completely misunderstanding you... only to then try and clarify what you said with more precise language only to have that further degrade the conversation?!
Yeah. That's the internet with AI "search" now.
They took something that worked precisely and directly and muddied it.
We've introduced the "double-empathy problem" to web search.
I'm noticing that everyone in my circles, family, and especially work that are nuerotypical LOVE LOVE LOVE the new AI search mechanisms. They'll tell me exactly what the answer they received was - regardless of whether it's right or has multiple possible and conflicting answers. They just repeat what the AI said like it was the Gospel Truth.
And they love talking to it like it was a "real person."
It certainly takes my search parameters and adds its own interpretation to which I have to clarify and correct which is then misinterpreted further...
I haven't tried vibe coding, but I can only imagine the horror.
Can you imagine vibe pentesting with Claude / Mythos?!?!?!
You know how neurodivergent folks gravitated towards IT because it was precise?
Yeah, that's gone now.
@tinker Not sure that it's as much a neuro typical/neuro divergent divide as you state. I am, as far as I can tell, fairly neuro typical. I also hate the enshittified search engines and AI. I want to search for what I want, not what a statistical word jumbler predicts is most likely to coincide with the words I typed in.
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@datum I wish I had the energy for this kind of deep technical convo today, but I don't. But I'll just say it's more complicated than that in practice, as the internet is multilingual and a lot of people write poorly. The enhancement you mention is basically what I meant when I said you had to add some semantics to the keyword query. That might seem simple at first, but the complexity compounds. I don't think natural language is solving this problem well now, so maybe there will be a better keyword-based solution sometime. There's certainly room for improvement.
@joshsusser Fair enough, guard your spoons! Thank you for raising the notion.

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@tinker i get unreasonably upset when i try to use a search the way it was intended and get in response: “fuck you here is what we decided you should have searched for and also here are some slops”
-
We went from precise web search with boolean operators to "natural language models" of AI search.
You can tell nuerodivergent, Autistic, ADHD, AuDHD, etc folks created the early internet...
...and you can tell that neurotypical folks are now leading the current overlays of the internet.
We used to have very precise search mechanisms. Specific words found in web pages with boolean operators (AND, OR, NOT, etc) to filter out the web pages that contained specific words and did not contain other words.
Now, we search for web sites (or don't even search for web sites, yay abstraction layers that separate us from actual raw information) using "natural language" to try and coax out info.
Have you ever been frustrated when you use very precise and direct language to communicate a specific idea with someone who then takes those specific words and adds obscure meaning and connotations and personal fears and bias to what you said... thus completely misunderstanding you... only to then try and clarify what you said with more precise language only to have that further degrade the conversation?!
Yeah. That's the internet with AI "search" now.
They took something that worked precisely and directly and muddied it.
We've introduced the "double-empathy problem" to web search.
I'm noticing that everyone in my circles, family, and especially work that are nuerotypical LOVE LOVE LOVE the new AI search mechanisms. They'll tell me exactly what the answer they received was - regardless of whether it's right or has multiple possible and conflicting answers. They just repeat what the AI said like it was the Gospel Truth.
And they love talking to it like it was a "real person."
It certainly takes my search parameters and adds its own interpretation to which I have to clarify and correct which is then misinterpreted further...
I haven't tried vibe coding, but I can only imagine the horror.
Can you imagine vibe pentesting with Claude / Mythos?!?!?!
You know how neurodivergent folks gravitated towards IT because it was precise?
Yeah, that's gone now.
@tinker
I don’t know. Are sociopaths neurotypical? -
We went from precise web search with boolean operators to "natural language models" of AI search.
You can tell nuerodivergent, Autistic, ADHD, AuDHD, etc folks created the early internet...
...and you can tell that neurotypical folks are now leading the current overlays of the internet.
We used to have very precise search mechanisms. Specific words found in web pages with boolean operators (AND, OR, NOT, etc) to filter out the web pages that contained specific words and did not contain other words.
Now, we search for web sites (or don't even search for web sites, yay abstraction layers that separate us from actual raw information) using "natural language" to try and coax out info.
Have you ever been frustrated when you use very precise and direct language to communicate a specific idea with someone who then takes those specific words and adds obscure meaning and connotations and personal fears and bias to what you said... thus completely misunderstanding you... only to then try and clarify what you said with more precise language only to have that further degrade the conversation?!
Yeah. That's the internet with AI "search" now.
They took something that worked precisely and directly and muddied it.
We've introduced the "double-empathy problem" to web search.
I'm noticing that everyone in my circles, family, and especially work that are nuerotypical LOVE LOVE LOVE the new AI search mechanisms. They'll tell me exactly what the answer they received was - regardless of whether it's right or has multiple possible and conflicting answers. They just repeat what the AI said like it was the Gospel Truth.
And they love talking to it like it was a "real person."
It certainly takes my search parameters and adds its own interpretation to which I have to clarify and correct which is then misinterpreted further...
I haven't tried vibe coding, but I can only imagine the horror.
Can you imagine vibe pentesting with Claude / Mythos?!?!?!
You know how neurodivergent folks gravitated towards IT because it was precise?
Yeah, that's gone now.
@tinker Early Internet made by neurodivergent people and today’s Internet in the hands of the neurotypical? I’m not so sure. It’s enshittification made by people who want to extract as much as possible from everyone while returning a much worse experience than before. It’s this ‘AI’ craze inflated by an industry that desperately seeks relevance to try making millions out of next-to nothing.
Early Internet’s model was altruism. Today, selfishness.
I’m not neurodivergent and I HATE AI search.
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We went from precise web search with boolean operators to "natural language models" of AI search.
You can tell nuerodivergent, Autistic, ADHD, AuDHD, etc folks created the early internet...
...and you can tell that neurotypical folks are now leading the current overlays of the internet.
We used to have very precise search mechanisms. Specific words found in web pages with boolean operators (AND, OR, NOT, etc) to filter out the web pages that contained specific words and did not contain other words.
Now, we search for web sites (or don't even search for web sites, yay abstraction layers that separate us from actual raw information) using "natural language" to try and coax out info.
Have you ever been frustrated when you use very precise and direct language to communicate a specific idea with someone who then takes those specific words and adds obscure meaning and connotations and personal fears and bias to what you said... thus completely misunderstanding you... only to then try and clarify what you said with more precise language only to have that further degrade the conversation?!
Yeah. That's the internet with AI "search" now.
They took something that worked precisely and directly and muddied it.
We've introduced the "double-empathy problem" to web search.
I'm noticing that everyone in my circles, family, and especially work that are nuerotypical LOVE LOVE LOVE the new AI search mechanisms. They'll tell me exactly what the answer they received was - regardless of whether it's right or has multiple possible and conflicting answers. They just repeat what the AI said like it was the Gospel Truth.
And they love talking to it like it was a "real person."
It certainly takes my search parameters and adds its own interpretation to which I have to clarify and correct which is then misinterpreted further...
I haven't tried vibe coding, but I can only imagine the horror.
Can you imagine vibe pentesting with Claude / Mythos?!?!?!
You know how neurodivergent folks gravitated towards IT because it was precise?
Yeah, that's gone now.
@tinker this something I realised recently, I've had no desire to use AI search because the interface feels wrong. Why would I want to 'talk' to the search engine, it's less precise
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@tinker
I don’t know. Are sociopaths neurotypical? -
We went from precise web search with boolean operators to "natural language models" of AI search.
You can tell nuerodivergent, Autistic, ADHD, AuDHD, etc folks created the early internet...
...and you can tell that neurotypical folks are now leading the current overlays of the internet.
We used to have very precise search mechanisms. Specific words found in web pages with boolean operators (AND, OR, NOT, etc) to filter out the web pages that contained specific words and did not contain other words.
Now, we search for web sites (or don't even search for web sites, yay abstraction layers that separate us from actual raw information) using "natural language" to try and coax out info.
Have you ever been frustrated when you use very precise and direct language to communicate a specific idea with someone who then takes those specific words and adds obscure meaning and connotations and personal fears and bias to what you said... thus completely misunderstanding you... only to then try and clarify what you said with more precise language only to have that further degrade the conversation?!
Yeah. That's the internet with AI "search" now.
They took something that worked precisely and directly and muddied it.
We've introduced the "double-empathy problem" to web search.
I'm noticing that everyone in my circles, family, and especially work that are nuerotypical LOVE LOVE LOVE the new AI search mechanisms. They'll tell me exactly what the answer they received was - regardless of whether it's right or has multiple possible and conflicting answers. They just repeat what the AI said like it was the Gospel Truth.
And they love talking to it like it was a "real person."
It certainly takes my search parameters and adds its own interpretation to which I have to clarify and correct which is then misinterpreted further...
I haven't tried vibe coding, but I can only imagine the horror.
Can you imagine vibe pentesting with Claude / Mythos?!?!?!
You know how neurodivergent folks gravitated towards IT because it was precise?
Yeah, that's gone now.
@tinker We made it for us because we weren't welcome in their spaces. Then it became cool, and then indispensable, so they came and took it over and pushed us out and oh where have we seen this pattern before??
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We went from precise web search with boolean operators to "natural language models" of AI search.
You can tell nuerodivergent, Autistic, ADHD, AuDHD, etc folks created the early internet...
...and you can tell that neurotypical folks are now leading the current overlays of the internet.
We used to have very precise search mechanisms. Specific words found in web pages with boolean operators (AND, OR, NOT, etc) to filter out the web pages that contained specific words and did not contain other words.
Now, we search for web sites (or don't even search for web sites, yay abstraction layers that separate us from actual raw information) using "natural language" to try and coax out info.
Have you ever been frustrated when you use very precise and direct language to communicate a specific idea with someone who then takes those specific words and adds obscure meaning and connotations and personal fears and bias to what you said... thus completely misunderstanding you... only to then try and clarify what you said with more precise language only to have that further degrade the conversation?!
Yeah. That's the internet with AI "search" now.
They took something that worked precisely and directly and muddied it.
We've introduced the "double-empathy problem" to web search.
I'm noticing that everyone in my circles, family, and especially work that are nuerotypical LOVE LOVE LOVE the new AI search mechanisms. They'll tell me exactly what the answer they received was - regardless of whether it's right or has multiple possible and conflicting answers. They just repeat what the AI said like it was the Gospel Truth.
And they love talking to it like it was a "real person."
It certainly takes my search parameters and adds its own interpretation to which I have to clarify and correct which is then misinterpreted further...
I haven't tried vibe coding, but I can only imagine the horror.
Can you imagine vibe pentesting with Claude / Mythos?!?!?!
You know how neurodivergent folks gravitated towards IT because it was precise?
Yeah, that's gone now.
@tinker modern search is perfectly efficient—it's just been tuned to maximize sponsored links, ads, and AI summaries, rather than accurate results.
They know people will keep searching for the info they need, and much like widening toothpaste tube spouts, it boosts profits at direct cost to the user, without providing them any better service.
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R relay@relay.infosec.exchange shared this topic
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We went from precise web search with boolean operators to "natural language models" of AI search.
You can tell nuerodivergent, Autistic, ADHD, AuDHD, etc folks created the early internet...
...and you can tell that neurotypical folks are now leading the current overlays of the internet.
We used to have very precise search mechanisms. Specific words found in web pages with boolean operators (AND, OR, NOT, etc) to filter out the web pages that contained specific words and did not contain other words.
Now, we search for web sites (or don't even search for web sites, yay abstraction layers that separate us from actual raw information) using "natural language" to try and coax out info.
Have you ever been frustrated when you use very precise and direct language to communicate a specific idea with someone who then takes those specific words and adds obscure meaning and connotations and personal fears and bias to what you said... thus completely misunderstanding you... only to then try and clarify what you said with more precise language only to have that further degrade the conversation?!
Yeah. That's the internet with AI "search" now.
They took something that worked precisely and directly and muddied it.
We've introduced the "double-empathy problem" to web search.
I'm noticing that everyone in my circles, family, and especially work that are nuerotypical LOVE LOVE LOVE the new AI search mechanisms. They'll tell me exactly what the answer they received was - regardless of whether it's right or has multiple possible and conflicting answers. They just repeat what the AI said like it was the Gospel Truth.
And they love talking to it like it was a "real person."
It certainly takes my search parameters and adds its own interpretation to which I have to clarify and correct which is then misinterpreted further...
I haven't tried vibe coding, but I can only imagine the horror.
Can you imagine vibe pentesting with Claude / Mythos?!?!?!
You know how neurodivergent folks gravitated towards IT because it was precise?
Yeah, that's gone now.
@tinker eBay still holds the line on Boolean search terms and I love them for it.
-
We went from precise web search with boolean operators to "natural language models" of AI search.
You can tell nuerodivergent, Autistic, ADHD, AuDHD, etc folks created the early internet...
...and you can tell that neurotypical folks are now leading the current overlays of the internet.
We used to have very precise search mechanisms. Specific words found in web pages with boolean operators (AND, OR, NOT, etc) to filter out the web pages that contained specific words and did not contain other words.
Now, we search for web sites (or don't even search for web sites, yay abstraction layers that separate us from actual raw information) using "natural language" to try and coax out info.
Have you ever been frustrated when you use very precise and direct language to communicate a specific idea with someone who then takes those specific words and adds obscure meaning and connotations and personal fears and bias to what you said... thus completely misunderstanding you... only to then try and clarify what you said with more precise language only to have that further degrade the conversation?!
Yeah. That's the internet with AI "search" now.
They took something that worked precisely and directly and muddied it.
We've introduced the "double-empathy problem" to web search.
I'm noticing that everyone in my circles, family, and especially work that are nuerotypical LOVE LOVE LOVE the new AI search mechanisms. They'll tell me exactly what the answer they received was - regardless of whether it's right or has multiple possible and conflicting answers. They just repeat what the AI said like it was the Gospel Truth.
And they love talking to it like it was a "real person."
It certainly takes my search parameters and adds its own interpretation to which I have to clarify and correct which is then misinterpreted further...
I haven't tried vibe coding, but I can only imagine the horror.
Can you imagine vibe pentesting with Claude / Mythos?!?!?!
You know how neurodivergent folks gravitated towards IT because it was precise?
Yeah, that's gone now.
@tinker oh my god. This. So much.