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AI and Internet Hygiene
we are going to have to re-learn how to use the computer
Kate Wagner
Oct 01, 2024

I’m from a very specific generation, the first one in which learning how to use 
the open Internet was a skill taught in childhood. There’s not much that’s good 
about being from this generation (I will never own a house, be out of student 
loan debt, and the idea of having children takes on an air of fantasy) but at 
least I learned how to be proficient at the computer. This proficiency was out 
of necessity. You see, back in the days before total market saturation, the big 
tech companies had an incentive to educate. They couldn’t sell a technology 
people were so intimidated by. Classes were taught in schools, libraries, and 
community centers, and a cottage industry of computer instruction sprung up 
everywhere. A wealth of educational materials flooded the market targeted 
towards new computer and Internet users, which, in the early 1990s, was pretty 
much anyone not working in a previously computerized industry. Some of these 
were even for children: <https://www.youtube.com/watch?v=SzQLI7BxfYI>

The Internet of the 1990s and 2000s and the Internet of the present couldn’t be 
more different. Both the early and middle Internet shared a commonality of 
being mostly decentralized and much less closed-source than it presently is 
under platformization. While so many of us are nostalgic for this now, in an 
era when five corporations own the entire web, at the time it was a 
double-edged sword. In some ways, the basic HTML and blinking GIFs Internet of 
the past was utopian in scope — millions of people learning how to express 
themselves and communicate with one another in real time, each around a certain 
skill level. But in other ways, it was an experimental void in which a mix of 
anonymity and technological prowess could be used not to contribute knowledge 
or become better-connected but to exploit those just figuring out how to use 
this brand new technology. Later, when the Internet reached more people, when 
it evolved into more expansive communities, blogs, content aggregators and 
early social media sites such as YouTube or MySpace, and when storage space 
became more conducive to hosting big files, threats and dangers adapted to this 
new environment in ever-more savvy ways.

In other words, the old Internet was not exactly safe. This was especially true 
during the Windows XP era when that operating system achieved an unprecedented 
and long-lasting market share, making it a common target. Pop-up ads, scams, 
drive-by downloads, and wretched computer viruses were extremely common. If you 
ended up somewhere you weren’t supposed to, the consequences could be dire: 
your computer would be crippled, hijacked and made slow; sometimes you could 
even lose everything, all from clicking a link you weren’t supposed to. People 
my age (30) remember this well. It was a rite of passage in those days to give 
your family computer a particularly terrible virus (such as one of those fake 
anti-virus programs that is actually malware) while trying to download custom 
content for The Sims 2.

Hence, because of this fraught webscape, by the age of ten, I knew how to clean 
up after these kinds of messes — going into the registry, system restoring, 
booting the computer into Safe Mode so as to run an anti-virus or uninstall a 
harmful program — all of which required understanding on a basic, structural 
level, how the computer worked. But more importantly, I learned how to avoid 
getting into all that trouble in the first place by being able to spot 
suspicious search engine results, inspect links, and generally discern through 
visual cues and precedence what parts of online seemed legitimate versus 
illegitimate. I practiced what is sometimes called Internet hygiene.


While computer viruses never stopped being a threat (everyone should still 
employ the services of an antivirus software) the nature of that threat has 
changed. Organized hackers are less interested in giving your PC a fake 
antivirus and more interested in targeting large scale legacy systems such as 
those used in governments, hospitals, and corporations. Rather than 
THEMATRIX_(1999).mov.exe, social engineering, ransomware, click fraud, 
cryptojacking, and data leaks are the orders of the day. Meanwhile, the 
platformized, app-driven Internet, through moderation and centralization, have 
made websites into closed systems more impervious to old-school threats such as 
pop-up ads or drive-by downloads. New Internet-based licensing protocols 
(increasingly based on monthly subscriptions instead of one-time software 
licenses) such as Adobe Creative Cloud and Steam, and streaming media services 
such as Spotify and YouTube that provide swaths of content for little to no 
cost have not only decimated physical media (and price gouged creators and 
users alike) — they’ve also chipped away at piracy and the once-overwhelmingly 
common practice of peer-to-peer sharing, another virus hotbed. Ad-blockers, 
while a wicked problem for the old-web economy of click-based revenues, also do 
their part in keeping users safe.

I can remember very clearly when I stopped being able to use the computer. It 
was around 2012, when I switched to MacOS, which (I feel) is a much less 
transparent operating system than Windows, one that held less of a market share 
and was thus less commonly targeted by widespread Internet booby traps. (This 
is not to say Macs don’t get viruses — they absolutely do.) Meanwhile, Internet 
consumption shifted to smartphones, and the app-based ecosystem only reinforced 
the closedness and opaqueness of platforms as other websites gradually 
disappeared. I myself have no idea how a smartphone works, nor the full extent 
to which my data is being tracked. In fact, we are so inured to sharing data 
that the very concept of Internet (and personal) privacy itself is eroding more 
and more. As a result of these massive transformations, computer and Internet 
usage have been remarkably deskilled among ordinary users. The knowledge of how 
the Internet or an operating system works, things that used to be necessary 
simply for using both, has become obfuscated and, as a result, relegated to 
those in the privatized technology sector.

Now, however, the Internet is changing massively yet again. The premature 
unleashing of AI and large language models (LLMs) in particular onto the open 
Internet is already having dire consequences for what were, for years, 
considered stabilized, centralized (if flawed) systems, such as the search 
engine. AI, thanks to the scope of its spread, its rogue unreliability (it lies 
— often), the way it poisons search results, hijacks SEO, and is increasingly 
being used for disinformation and fraud, is reintroducing a fundamental and 
destabilizing distrust back into the Internet. Once more, I can no longer trust 
the results Google provides me. On a daily basis I have to ask myself 
increasingly familiar questions: Is this first result a legitimate news source? 
Is this image of a protest real? Is that picture of a Kandinsky painting really 
his or is an AI forgery of his work? Across the board, it’s becoming 
increasingly hard to tell. For me and countless others, what used to be rote 
Internet usage has now turned into a nightmarish amount of wasted time spent 
discerning what is and isn’t real. As far as I, the ordinary user, am 
concerned, AI is evolving not into a life-changing and labor-saving technology 
as was promised by its capitalist overlords, but rather into a form of malware 
that targets, whether unwittingly or not, critical Internet infrastructure.


The problem is, the deskilling of Internet usage has made many users helpless 
against this new threat. While it’s (barely) possible for the savvy among us to 
use prior knowledge of existing resources and databases, or search engine 
filters (e.g. by date) to avoid AI-generated content, the more AI becomes 
enmeshed in critical infrastructure, the more we will once more have to develop 
a new type of Internet hygiene out of necessity. As I had to navigate this new 
web more and more, I began noticing that being able to tell the signs of 
whether a publication is legitimate or AI slop was not so different on its face 
than being able to tell whether that link to a repository of videogame content 
is giving virus. AI generated content has a visual and rhetorical trace that is 
becoming more and more consolidated as the software feeds on its own entrails. 
Just like landing pages with five DOWNLOAD links and janky websites gave pause 
in the aughts, fake journalism sites that didn’t exist before 2021 and are just 
ads and links should give pause now.

The good news is, we’ve developed Internet hygiene before and we can do it 
again. Faced with this threat, new guides to healthy and safe Internet use will 
have to be written for the common user — especially since it looks like the big 
tech companies aren’t going to do anything to stem the rot. This is a project 
that should, in a just society, be taken on by libraries and other public 
outreach programs. Universities and schools should develop curricula not about 
how to use or embrace AI but to teach a new form of Internet literacy and usage 
protocol in order to protect students from scams and disinformation. Hopefully, 
new tools — a kind of AI anti-virus — will be developed to block AI’s web 
crawlers or even scan for ersatz content, though this might be wishful thinking 
considering how the technology works. This task will become especially critical 
in fields such as medicine, engineering, and law, where AI poisoning has the 
potential to cause incredible damage that puts human life at risk. But first, 
all of this requires actually recognizing the existential, infrastructural 
threat AI poses to the tools modern society now runs on. Those systems faced 
threats at the dawn of their creation that were no less existential. Call me 
nostalgic, but the old-school virus prevention framework, I think, is a helpful 
and time-tested one.

Finally, as terrible as the AI infection of the Internet at large is, perhaps a 
re-skilling of the computer-using population is a silver lining. After two 
generations of Internet illiteracy, an embrace of new tools for empowerment and 
understanding can help salvage not only the Internet (if such a thing is still 
possible) but maybe even some of that old utopianism it once promised. At its 
core, the computer and the Internet are tools for creation, education, 
commerce, play, and communication. We as a society shouldn’t have to throw the 
baby out with the bathwater.

<https://www.late-review.com/p/ai-and-internet-hygiene>

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