Generative A.I - We Aren’t Ready.
Summary
TLDR此视频探讨了人工智能生成内容对互联网的深远影响。作者认为,就像三体问题中的暗林理论,互联网正变成一片充斥着人工智能生成内容的危险领域。人们将不得不隐藏在私密空间,以免被这些'数字掠食者'攻击。我们需要找到方法来证明自己的人性,例如现实互动、机构验证、互相交流、创造独特互联网文化等。否则,我们将迷失在这片日渐黯淡、失去真实的网络之中。
Takeaways
- 🌌 《三体》中的暗森林理论与互联网现象相似,认为宇宙(或互联网)中的生命(或用户)因为害怕被更高级的文明(或数字捕食者)捕食,而选择隐藏。
- 🤖 互联网上真实的人类交互越来越少,取而代之的是由机器人、广告商、数据抓取器等构成的“生命体”,使得网络空间变得“生命less。
- 💡 暗森林理论解释了网络空间真实性的下降,人们转而隐藏在私人应用、服务器和RSS源中,以避免成为数字捕食者的目标。
- 🔊 生成性AI技术的发展使网络空间变得更加充满误导信息,导致用户在接触内容时感到不确定和压力重重。
- 🏰 数字地堡的概念被提出,即用户为了避免被误导信息和不实内容影响,而更多地聚集在可靠的人类互动空间,如私信、电子邮件和讨论组。
- 🌐 生成性AI技术,如ChatGPT,正在迅速扩散,并有潜力在短时间内生成海量的内容,这对于内容的真实性和质量构成了挑战。
- 🤔 逆图灵测试成为一个新的问题,即在一个充满AI的互联网中,如何证明你是一个真正的人类,而不是一个程序。
- 🚫 捕获测试(CAPTCHA)等技术可能不足以阻止AI伪装成人类,导致真实和虚假信息之间的界限变得模糊。
- 🛡️ 提出了一些实践建议,用于在生成性AI普遍存在的时代中,帮助人类在线上证明自己的人性,包括在现实世界中与人互动、使用机构验证和利用AI无法模仿的文化特征。
- 🔄 最后强调了AI技术的双刃剑特性,它既有可能带来教育普及和医疗突破的积极影响,也可能导致诸如通过模仿声音进行诈骗等负面后果。
Q & A
科幻小说《三体》中的"黑暗森林"理论是什么?
-这个理论认为,宇宙中虽然存在着生命,但它们都互相隐藏着自己的存在,因为任何公开暴露自己存在的文明都会受到其他更高级文明的猎食。
为什么作者说现在的互联网就像一个"黑暗森林"?
-作者认为,随着机器人、广告商、网络钓鱼者等在互联网上越来越活跃,真正的人类用户都躲藏在私人应用程序、服务器和RSS源中,以免受到这些"数字掠食者"的袭击。
生成式AI(如ChatGPT)是如何影响互联网的?
-生成式AI可以大规模生成文本、图像、视频等内容,使得网络上的虚假信息和合成内容激增,让互联网变得更加虚无缥缈和危险。
据估计,多长时间后大部分网络内容将是合成的?
-根据文中提到的"信息专家Nah Schick",在未来一年内,网络上的大部分内容将是由AI合成的。
作者提出了哪些方式来帮助人类在"黑暗森林互联网"中证明自己的存在?
-作者提出了四种方式:(1)真实世界见面;(2)机构验证;(3)相互交流核对客观事实;(4)创造"算法无法解析的"文化内容,如新兴网络用语和迷因。
在提到的"反图灵测试"中,人工智能需要做什么?
-在"反图灵测试"中,人工智能系统需要证明它们是真正的人类,而不是机器。这与原始的图灵测试相反,后者要求机器证明它们是"智能的"。
文中提到的"SEO骗局"是什么?
-一家公司使用AI系统快速生成1800篇文章,以吸引来自竞争对手网站的3.6百万流量。这展示了人工智能在网络欺诈和操纵方面的潜在风险。
作者对AI技术的发展持何种态度?
-作者同时看到了AI技术的积极影响(如提供教育)和潜在危害(如网络欺骗),他呼吁我们认真思考并为即将到来的变革做好准备。
在"黑暗森林互联网"的语境下,保持"算法无法解析"的特点有什么作用?
-通过创造新兴的网络用语、迷因等"算法无法解析"的内容,可以有助于人类在网络上区分自己与AI生成的内容。
为什么现有的网络平台可能难以区分真实和AI合成的内容?
-文中指出,现有网络平台可能难以应对AI生成内容的规模和速度,因为"大规模生成内容的动机很大,而人工智能又能做到比人类想象的更快更高效"。
Outlines
🌍 宇宙中的生命隐藏和敌对
此段落引入了中国科幻作家刘慈欣提出的"黑暗森林"理论,即宇宙中存在大量生命体,但它们都故意隐藏自己的存在,以免遭到更高级文明的攻击。接着将这种理论与现实生活中日益隐私化的网络环境进行类比,指出真实的人类活动都隐藏在私密空间,以逃避网络上充斥的机器人、广告等 "数字掠食者"。
👽 生成式人工智能让黑暗网络更加黑暗
这一段落阐述了生成式人工智能(如ChatGPT)的兴起,使得虚假内容泛滥、信息越来越难以辨识真伪。举例说明公司可以利用AI快速生成大量内容,误导网民或实施欺骗。由于生成式AI的发展速度超乎想象,作者认为人类面临着如何在这个日益"无生命"和"危险"的网络环境中证明自己的"人性"的挑战。
🤖 在黑暗森林般的网络中证明人性的建议
本段落总结了文化人类学家Maggie Appleton关于如何在充斥人工智能的时代在线展现人性的建议:1)多亲身参与线下活动;2)通过机构认证身份;3)相互验证客观事实;4)创造算法无法理解的文化符号。作者对这些建议的可行性表示怀疑,但仍希望人类文化能持续超越人工智能,保留网络文化中独特的人性特质。
⚠️ 警示人工智能带来的潜在危害
最后一段落是对生成式人工智能快速发展的忧虑。作者虽然认识到人工智能可能带来一些积极的影响,但同时也担心它可能被滥用于诈骗、散布虚假信息等。作者呼吁人们审慎对待这项新技术的发展,防止陷入"黑暗森林"般的网络环境。
Mindmap
Keywords
💡三体问题
💡暗森林理论
💡费米悖论
💡生成式AI
💡数字化隐私
💡逆图灵测试
💡社交媒体验证
💡算法不协调性
💡信息泛滥
💡人类交互验证
Highlights
Dans le roman de science-fiction chinois 'Le Problème à Trois Corps', l'auteur Liu Cixin propose une solution au célèbre paradoxe de Fermi : l'univers est une 'Forêt sombre' où la vie intelligente existe, mais reste cachée et hostile par nécessité.
La théorie de la 'Forêt sombre d'Internet' de Venkatesh Rao explique le déclin du sentiment d'authenticité sur le web, où les vrais utilisateurs humains se cachent des prédateurs numériques.
L'arrivée de l'IA générative rend la 'Forêt sombre' d'Internet encore plus sombre et dangereuse, avec une quantité croissante de contenus synthétiques impossibles à distinguer du contenu humain.
Selon l'expert en désinformation Nah Shick, la majorité du contenu en ligne sera synthétique d'ici un an.
Les lobbies politiques peuvent désormais facilement créer des armées de 'bots influenceurs' générant du contenu de manière automatisée à grande échelle.
Des entreprises utilisent déjà l'IA pour plagier et détourner le trafic de sites concurrents.
L'IA générative remet en question le test de Turing classique, donnant lieu à un 'test de Turing inversé' où les machines doivent prouver qu'elles sont humaines.
Il n'existe pas encore de système fiable pour distinguer le contenu humain du contenu IA sur la plupart des plateformes en ligne.
Pour signaler son humanité en ligne, Maggie Appleton conseille de se rencontrer en personne, d'obtenir une vérification institutionnelle, de confronter les faits entre humains et d'adopter une 'incohérence algorithmique'.
Se rencontrer physiquement et avoir des interactions hors ligne est la manière la plus simple de prouver son humanité.
Une vérification d'identité institutionnelle en personne pourrait devenir inévitable pour publier en ligne.
En communiquant sur des faits que l'IA ne peut pas connaître, les humains peuvent s'assurer qu'ils interagissent entre eux.
Adopter un langage algorithmiquement incohérent (argot, mèmes, styles propres aux communautés en ligne) peut aider à signaler son humanité face à l'IA.
Bien que l'IA offre d'immenses avantages potentiels, nous ne sommes pas prêts pour son arrivée rapide et devons réfléchir à nos prochaines étapes avec soin.
Le risque est de nous perdre collectivement dans les ténèbres d'un Internet devenu inhumain à force de contenus synthétiques.
Transcripts
in the three-body problem Chinese sci-fi
author Leu Sushin offers a solution to
the famous firm Paradox the universe is
not empty of life rather the universe he
writes is a dark Forest there is life
throughout it but it's both hidden and
hostile why because any intelligent life
foolish enough to broadcast its presence
to the cosmos is immediately prayed upon
by other more advanced civilizations
patience and so the fmy Paradox isn't
one life is out there but it's
intentionally
silent as sci-fi as the theory sounds
you're more familiar with the idea than
you think every day we live more and
more of our lives on the internet in the
digital and every day that space is
flooding more and more with Bots
advertisers trolls data scrapers
clickbait influencers and Mindless
social media mobs looking for today's
main
character the internet feels steadily
more lifeless but that's because like
those alien civilizations the real human
users are hiding in private apps servers
and RSS feeds lest they be beset by
these digital
Predators this is yansy strickler's Dark
Forest theory of the internet something
to explain the declining realness of the
web and I know you feel it it's hard not
to when most photos are shopped
influence is bought engagement is a
meaningless number and every article
reads worse than a high schooler's first
essay unfortunately with the now
Unstoppable spread of generative AI the
forest is about to get a lot darker and
a lot more
dangerous when you and I last spoke
about generative AI or AI that can
generate new text images videos sounds
from training data I was merely
speculating on how this new technology
might change your digital life but you
know it already is don't you when's the
last time you clicked on anything
believed any headline or any social
media post not wanting to go through the
time and effort to check whether or not
it's ground truth whether or not it has
the right context whether or not it's
made by an actual person how could you
not feel overwhelmed in an increasingly
lifeless and dangerous
internet the Dark Forest internet and
generative AI is probably why you've
retreated to the places you still get
provably human interactions with people
you might even know private spaces like
text messages emails discords and slacks
there have always been advantages to
these more curated spaces of course but
as cultural Anthropologist Maggie
Appleton points out generative Ai and
large language models like chat GPT are
going to force us further into our
digital bunkers and impenetrable silos
echoey though they may be because the
Dark Forest internet is exponentially
expanding misinformation expert nah
schik estimates that the majority of
online content will be synthetic within
the next year case in point chat gbt and
its users are currently generating more
text than has ever appeared in every
physical book ever written every two
weeks so by now um language models have
turned uh into lots of very easy to use
products right you don't really need any
technical skills to use them so these
are a bunch of like very popular
copywriting apps that are out there in
the world here's just one of the
examples of what's coming from
Appleton's talk the expanding Dark
Forest and generative AI the reason I'm
making this video imagine that some
political lobbyists spin up 1,000
decently intelligent AIS that can
generate text and video and then they
tell each of them to go be influencers
the Bots then instantaneously make
accounts on most social media platforms
they generate their own websites they
publish independent books with
synthesized voices they make many
documentaries on YouTube they host each
other on podcasts individually they all
appear to make a reasonable human amount
of content but taken together these
human lobbyists have created an
automated content ring of lifeless
engagement at a scope and scale that
would take any one human a lifetime to
create and
curate this is all possible with the
technology that we have right now and it
appeared almost out of nowhere in just a
few months um but the point is that this
is incredibly easy to do at this point
with with no technical skills Appleton's
example isn't just hypothetical
companies are doing this right now in
the November of 2023 Elon musk's mistake
user Jake Ward tweeted this we pulled
off an SEO Heist that stole 3.6 million
total traffic from a competitor AI
allowed Ward to quickly and easily
export a competitor's sitemap turn their
list of URLs into article titles and
then in a matter of just hours create
1,800 articles from those titles that
directed web traffic away from that
competitor now imagine this kind of
strategy for every single corner of the
internet every business every chatbot
every influencer pulled off faster and
more efficiently than any human could
even
conceptualize this is what's
coming the Dark Forest
expands just over a year ago we weren't
sure any technology or indeed chatbot
could pass the famous Turing test but
now faster than we were ready for and
without our consent humanity is faced
with maybe a more interesting question
how how will we humans out here in the
dark looking for light pass the reverse
Turing
test Alan turing's seminal 1950 paper
Computing machinery and intelligence
opens with a simple question can
machines think turns out thinking is
pretty hard to Define so instead he
proposed a simple test an imitation game
he called it imagine that you're an
interrogator of two entities your job is
to determine through written text alone
which is the human and which is the
computer if a computer can fool you into
thinking it is the human then that
machine will have passed what came to be
known as the Turing test since touring
his test was the popularly understood
Benchmark for thinking machines and for
those of us outside the wired walls of
computer science the Turing test never
really seemed passable it was like The
Uncanny Valley problem for graphics
technology computers are always getting
closer and closer to rendering
believable humans but you can always
tell something is off turns out primate
brains naturally selected over millions
of years are pretty good at recognizing
faces but everything changed with chat
GPT suddenly hundreds of millions of
people around the world realized that
the Turing test had been passed
the large language model you can learn
exactly how it works in another video
now rates higher than human doctors on
bedside Manor scores better than 90% of
lawyers on the bar and 99% of graduate
students on the gr unsurprisingly every
sector of human endeavor that trades in
on human intelligence which is all of
them is now rushing to incorporate this
technology in some way I've said that
because of Technology like chat GPT
everything is about to change
but I don't just mean humans losing
their jobs or falling in love with
chatbots I mean that turing's
fundamental assumption in his imitation
game that a human will have to decide
what passes for human is no longer valid
in all cases a reverse Turing test is a
modification of the original where the
objective of one or more of the roles
has been reversed as AI proliferates
into every corner of the Dark Forest
internet other non-human machines will
increase inas inly be tasked with a
reverse imitation game where language
models and other technologies will try
to prove that they're human capture is
an example of a reverse Turing test it
may soon not be the case but right now
there are still no systems sophisticated
enough to reliably read and reproduce
distorted images of text and so the
capture computer decides that any
successful deciphering must be done by a
human a test like this is important
because without it you can imagine
websites being overrun by spam scams and
Bots but it seems inevitable now that
they will be the specific phrase that
llms use to identify themselves as an AI
language model has started to show up in
Amazon reviews Yelp reviews tweets and
Linkedin posts everywhere specifically
because we don't have the capture
equivalent protecting those spaces
to these systems the AI may as well be
human the time is coming and coming very
soon when we will need captal likee
systems in place socially politically
commercially to determine what is
actually human generated content lest
everything you see online just add to
the cacophony of a dead internet we
don't have these systems yet and if and
when we do they are likely to lag
dangerously behind what massively
incentivized generative AI will be able
to do by that point do you really think
a platform like Twitter will be able to
sort the synthetic from the Simeon and
make the Right Moves here when it's
basically just posting its way
through the
apocalypse so how do you tell other
humans and thinking machines that you
are in fact human on a dark Forest
internet
Maggie Appleton has some practical
advice for human signaling online in an
age of generative Ai and the first is
Right Here show up in meat space meet
other people go outside and actually
touch grass something no doubt was lost
when our digital lives became more
important than our physical ones so
let's go out there and reclaim it this
is not as fun or as accessible as the
internet before it went dark but it's
probably the quickest and easiest way to
prove that you are a human to other
humans the institutional verification of
your humanness feels the most dystopian
idea but it may be the most unavoidable
it would have to be something that goes
beyond a blue check mark that you pay a
rich man Bay before maybe before
registering a website writing an article
or even posting to social media you have
to show up in person somewhere and
verify that you are in fact you and not
just an image or voice that could be
easily
generated internet culture grew up
around hating this idea in principle but
it may be impossible to avoid when any
bad actor for free can fool millions of
people into thinking that the pope has
drip or deep fake of President declaring
nuclear
war the last two tactics Appleton offers
takes advantage of the fact that current
AI models are indeed machines machines
trained on certain data sets from
certain places and at certain times
knowing this we can come together online
and triangulate objective reality with
each other to prove our Humanity our
brains are constantly producing models
of the world and check those models
against sensory input current AI models
cannot do this they don't know any facts
people or world events that came into
being after their most recent round of
training and they don't feel the world
like you do they don't belong to
communities they don't reflect on
themselves and their history or enjoy
the richness of sensory experience by
communicating with each other online in
a way that reflects the aspects of
humanity apart from intelligence we can
simultaneously have more grounded
interactions and be sure that a human is
on the other side of the screen finally
we can distinguish ourselves in the dark
Forest by becoming what Appleton calls
algorithmically
incoherent large language models like
chat GPT only work by sequencing words
that are the most statistically likely
to go together in response to a prompt
based on vast amounts of training data
because of this these models hedge and
generalize in other words they basic
this gives real humans an opportunity to
reclaim one aspect of Internet culture
that is still the most fun creating
internet specific culture no language
model will be able to keep up with the
pace of weird internet lingo and memes
Appleton writes using jargon euphemistic
Emoji unusual phrases ingroup dialects
and memes of the moment will help signal
your Humanity end quote it's possible
that human culture could continue to
outpace AI culture like teenager culture
outpaces their parents Maybe Riz and Gat
will end up saving something uniquely
human online I wish I was able to end
this warning on a happier note I really
do and make no mistake I am 100% certain
that Ai and its proliferation will lead
to some amazing outcomes I think it
could provide free worldclass education
to every child in the world and it would
just be on their phone I think if
anything is going to find a cure for
cancer it's going to be one of these
large intelligent systems but for me it
is much easier to think of many more
much more harmful outcomes phone
scammers using your synthesized voice to
scam your parents
from a single
photo we are not ready for what's coming
and we need to think about our next
steps very carefully lest we all get
lost in the
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