AI-Generated YouTube Slop: Impact, Policies, and Creator Rights

Name: The YouTube I Loved is Disappearing
Uploaded: 2026-06-02T13:32:55+00:00
Duration: 23 min 32 s
Channel: ColdFusion
Description: Summary and key takeaways on The YouTube I Loved is Disappearing: Summary & Key Takeaways, covering The Rise of AI “Slop” “Slop” describes low‑effort

ColdFusion

Jun 02, 2026

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23 min video

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2 min read

YouTube video ID: s_JwjjNNQ_E

Source: YouTube video by ColdFusion — Watch original video

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“Slop” describes low‑effort, AI‑generated videos that exist solely to harvest views and ad revenue. Roughly 20 % of content on a fresh, unsigned YouTube account falls into this category, and high‑volume AI channels collectively earn an estimated $117 million per year. Niches such as “what did ancient humans do” illustrate how quickly AI can chase trends, flooding the platform with shallow material that degrades user experience and overall quality.

The Mechanics of AI Automation

Typical automation workflows start by identifying a popular niche, transcribing existing videos with tools like NotebookLM, rewriting the script using large language models such as Claude, and then generating video or audio assets with services like Cling 3.0 or Higsphere. An AI system can output up to 30 videos per day, a scale no human creator can match. Because the process optimizes for engagement metrics rather than factual accuracy, the resulting content often prioritizes clicks over substance.

YouTube’s Response and Policy

In May 2026 YouTube rolled out an automatic AI detector that labels photorealistic AI content when creators fail to disclose it. The platform removed 4.7 billion views of AI‑generated videos that month. However, automated moderation has produced false positives, terminating legitimate channels such as the stop‑motion studio Splash Plate. CEO Neil Mohan argues that AI can empower creators lacking traditional skills, yet he simultaneously pledges to curb low‑quality “slop.”

Creator Rights and Ethics

Voice theft for true‑crime channels is a reported problem, with AI models swapping stolen audio to evade plagiarism checks. The speaker’s own experience shows how AI can replace elements of original videos, eroding the value of human creativity. Relying on AI for creative tasks is feared to weaken critical thinking and skill development across the creator ecosystem.

The Future of Content

AI should serve as a tool, not a replacement for human imagination. Maintaining authentic, human‑led creative processes is essential to preserve platform integrity and user trust. The ongoing tension between efficiency and authenticity will shape how YouTube balances innovation with the need to protect creator rights and content quality.

Takeaways

AI‑generated "slop" now accounts for roughly 20% of new YouTube content and generates over $117 million annually, crowding out human‑made videos.
Automation workflows can produce up to 30 videos per day, using transcription, LLM rewriting, and synthetic media tools to prioritize engagement over accuracy.
YouTube’s May 2026 AI detector removed 4.7 billion views of undisclosed AI content but also caused false‑positive bans of legitimate creators.
Voice theft and AI‑driven plagiarism enable creators to steal and replace original audio, raising serious ethical concerns for creator rights.
The platform faces a lasting conflict between leveraging AI for efficiency and preserving authentic, human‑driven creativity.

Frequently Asked Questions

How does YouTube detect and label undisclosed AI‑generated videos?

YouTube’s system scans uploaded content for internal signals that indicate photorealistic AI usage. When such signals exceed a threshold, the platform automatically applies a label unless the creator has already disclosed AI involvement. Labels do not currently affect recommendations or monetization, but creators can contest incorrect flags.

Who is ColdFusion on YouTube?

ColdFusion is a YouTube channel that publishes videos on a range of topics. Browse more summaries from this channel below.

Does this page include the full transcript of the video?

Yes, the full transcript for this video is available on this page. Click 'Show transcript' in the sidebar to read it.

Helpful resources related to this video

If you want to practice or explore the concepts discussed in the video, these commonly used tools may help.

Books On Digital Media Ethics Recommended

Explores the philosophical and ethical implications of AI-generated content, helping the reader understand the broader impact of 'slop' on society.

Amazon →

High Quality Studio Microphone For Creators

Provides professional-grade audio recording capabilities, allowing human creators to distinguish their authentic content from AI-generated voice synthesis.

Amazon →

Books On Creative Writing And Storytelling

Encourages the development of original human-led creative skills, which are essential for competing against low-effort AI automation.

Amazon →

Links may be affiliate links. We only include resources that are genuinely relevant to the topic.

Summarize another video

Full Transcript YouTube

Hi, welcome to another episode of Cold
Fusion.
>> What's up, guys? Uh, so Justine uh
tweeted a really good article how to do
these character swaps that really are
going viral uh
>> everywhere. Um, I posted two yesterday
and I think the day before and
>> uh we almost got like 10 million views.
So,
>> the technique he just saw is called a
style transfer. It basically allows
anyone to record themselves and
digitally transform themselves into
anyone they like. This recently went
viral on X, but the technology has
existed since the late 2010s, and we've
covered it here on Cold Fusion back in
the good old days. But the difference
now is that it's photorealistic and
anyone can do it. This is a spray of
cold water to the face. But it's just
one example of how generative AI is
wreaking havoc on the very medium of
video, from online news to social media.
But YouTube, the largest video platform
of them all, is currently undergoing a
deluge of AI slop content. slot being
low-effort AI generated content that
doesn't even have to make sense. Its
sole purpose is to make a quick buck.
Essentially, it's a scam in video form.
Here's probably a common experience for
many of you. You've got older parents
that are watching AI videos without them
even knowing it until you point it out.
And dangerously, much of those videos
are filled with facts that aren't even
true. YouTube is slowly being overrun by
AI slob. Today I'm upset because all I
want to do in this life is listen to
YouTube videos in the background while I
do other things. And that experience has
been ruined and compromised for me
because of AI channels on YouTube. But
right now, it's quietly becoming a
landfill for AI generated junk. The
biggest YouTubers on the platform are
quitting because they feel like they
don't want to compete with AI slop
anymore. AI has destroyed the internet
in less than 6 months. In the past year,
you may have noticed that more of your
YouTube suggestions are AI videos. Have
you seen those 2-hour boring history
videos with an AI voice and made up
facts? Because of the long running time,
those videos make a lot of money. Lazy
people have noticed, so much so that it
became an automation scam on X. One user
claims to be making $21,000 per month.
Unfortunately for us, since YouTube
destroyed the search function to
increase algorithm engagement, the
algorithm is feeding us these AI videos
and it's turned into a bit of a hostage
situation. The spread of AI content is
only going to increase with each coming
year. With the right optimization, AI
systems can pump out 30 videos in a day,
whereas a humanmade video can take days,
weeks, or even months. There's just no
way for humans to compete with that
volume.
>> Here's how you make $500 a day posting
kids songs on YouTube. Step one, go to
YouTube and look at nursery rhymes and
kids videos and you'll see all of the
cartoons and the things that they always
watch. Then you're going to copy that,
put into something like notebook LM, and
that's going to transcribe the entire
video and give you a summary. Then you
take that, put it into Claude and say,
"Turn this into a nursery rhyme." Then
you take that and put it into Cling 3.0
or Higsphere, then say, "Generate this
into a video." Then you take that, then
you post it on YouTube, and voila, now
you're monetizing.
>> So the question is, what happens when
the slop takes over YouTube? According
to some reports, YouTube is already 20%
AI slop on average. It seemed like in a
couple of years, most videos on the
platform would be AI generated. All
looked hopeless until mid2026.
Finally, YouTube CEO Neil Mohan woke up.
YouTube will now feature an automatic AI
detector on videos that informs users
whether they're watching AI content or
not. That's good on the one hand, but on
the other hand, Neil is pushing more AI
tools on the platform and encouraging
creators to use them.
We miss you, Susan. In this episode,
we'll see what's going on with YouTube
and their battle with AI generated
content, the absolute mess it's caused,
what's being done to stop it, and what
the future holds. We'll also answer a
few other questions. Are there even any
good ways to use generative AI in
content?
>> You are watching Toll Fusion TV.
Generally, a lot of people are sick of
AI and assume that everything is AI
until proven otherwise. Even for me,
after running this channel from 2008, I
still catch stray bullets from newcomers
who assume I'm AI, and that's just
because of the way I talk and my voice.
The funny thing is, I'm the one who's
had their voice stolen to use on other
YouTube channels. Here's an example of
my voice being stolen for a true crime
channel. A federal law enforcement
officer investigating mail theft gets
arrested for mail theft. while
investigating mail theft in the
neighborhood that called him there to
investigate mail theft. But it gets
worse. Other channels have had AI theft
in various ways. The channel in
question, Loose, took a screenshot or
downloaded a portion of the video they
wanted to steal from, and then they used
AI video models to replace elements to
match their voice over. We can tell it's
the exact same scene because the dark
splotches on the table are identical, as
is the texture on the floor, the
position of the light, and the general
composition. Same thing here. We see
here that the style is identical, yes,
but so is the pattern of bricks in the
background. No longer do you have to
tediously copy someone's work. Now the
process is automated.
before it was taken down because of my
plagiarism complaint. The channel
actively deleted comments that
negatively mentioned AI or plagiarism.
I'm sure AI has some good uses for
YouTube, but I don't think ripping off
other content or automating the human
thought that goes into a YouTube video
is one of them. Even for me personally,
I'm not comfortable with using AI to
write scripts or doing the voice over
because I just feel it's disingenuous.
Sure, it would be more efficient, but at
the end of the day, it's not even the
thoughts of a human. So, what value
would I be giving to you if that was the
case? But let's slow down and zoom out a
little bit. Let's see the current battle
between YouTube and AI slop. I think AI
slop on YouTube has a place for mindless
consumption. But the speed and the
volume of the increase is a concern. A
Guardian analysis revealed that almost
10% of YouTube's fastest growing
channels were AI slop. Billions upon
billions of views worth. On YouTube, the
makers of low-quality AI generated
content are banking about $117 million
per year. The AI slop channel from
India, Bandai Apna Dost, features an
anthropomorphic monkey and a dollar
store Incredible Hulk. The channel now
has 2.4 billion views, and it's
estimated that that rogue monkey rases
in over $4 million yearly. So, let's
watch one and see what all the fuss is
about.
Someone typing a prompt into a text box
is a pretty simple way to make money.
And you know the saying, monkey see,
monkey do. So now a bunch of people see
those dollar signs and they're all
getting in on the slob action. Max Reed,
a journalist who has written extensively
on AI slop, tells the Guardian, quote,
"There are these big swaths of people on
Telegram, WhatsApp, Discord, and message
boards exchanging tips and ideas and
selling courses about how to make the
sort of slob that will be engaging
enough to make money. Even if they're a
documentary orformational channel, they
don't care about the information. They
just want to make a quick buck. This
kind of thing is all over X." YouTube
niches that will pay at least 5K a month
a part three. The hottest channel in the
YouTube automation space is Zen. having
7.3 million views in just one month on
their biggest video with his amazing
idea, what did ancient humans do at
night. This one video started an entire
new niche, what did ancient humans do?
blank, which we see another channel
posted, how did ancient humans kill
boredom? Another channel just 2 weeks
ago. First video at 240,000 views. This
one at 1.3 million views. And one of the
craziest examples are those users who
make tutorials and courses on how to
generate fake female influencers to
create income. Really, what they're
optimizing for is the most monetary
return for the least amount of effort.
It's popular to have AI slop that's all
about following trends, appealing to
children, or appealing to adults who
want to watch mindless but visually
interesting, unusual images on a screen.
No shame if that's what you're into, but
a friend of mine put it this way. It's
like the adult version of being an
infant entranced by a baby mobile. So,
anyway, in pure numbers, just how bad is
the AI slot problem?
A study conducted by Capwing estimated
that for a fresh unsigned in account,
YouTube is already 20% AI slop. And to
me, that's fascinating. Imagine being a
young adult or a kid today opening up an
account only to be fed sludge. The
country with the largest growth in
lowquality slop content was Spain. With
Egypt at number two, then the United
States, Brazil, and Pakistan rounding
out the top five. In terms of view
count, South Korea loves it with
Pakistan in the US completing the top
three. The study also took a look at the
generic YouTube experience without
signing into an account. If you consider
shorts, it's a complete disaster. An
alarming amount of content fed to the
account was meaningless. The study
explains, quote, in total 104, 21% of
the first 500 videos were AI generated
and 165 33% of those 500 videos were
brain rod. Of course, YouTube only
serves up what it sees as popular or
engaging. So, people must be watching
this style of AI video. When you
consider that for creators, AI
generators mean very lowcost or even no
cost content, it's not hard to see why
there's been a sudden rise. And if
YouTube reinforces that by pushing the
videos and rewarding the creators, the
rise will only continue. End quote.
Another sad thing is AI music playlists.
YouTube used to have one of the best
algorithms when it came to underground
music, but now a lot of those mixes are
just AI slop.
The internet itself has a widescale AI
slop problem. Some numbers have
estimated up to 50% of published
articles on Google are AI generated and
some social media could see up to 79% of
content having some form of AI
involvement. And this includes online
news and media. I recently did an
interview talking about AI slop and
soccer media. With the World Cup coming
up, it's an interesting take on the
epidemic. You can check it out here. But
coming back to YouTube, for the longest
time, the problem wasn't being helped by
YouTube management. It seemed like they
just didn't get it.
Up until May 2026, YouTube was barely
doing anything about the problem.
Bizarrely, they were leaning into AI
video tools for creators. It's one thing
to help creators with analytics using
AI, but actually doing the video
generation for creators is a completely
different thing.
The YouTube channel Jack Films tried out
one of the new AI features with horrific
results. So, what you're seeing here is
the original short
>> paint on a pendulum dripping out paint
and makes these cool uh designs, right?
Jake pores paint. That's the YouTube
channel if you want to watch more from
this creator.
>> Now, on the bottom of the shorts,
there's a few different dots and these
are AI remixes of the original short.
So, here's YouTube's AI version.
>> No way. What is happening?
THIS IS INCREDIBLE.
I CAN'T believe it. No way. Pretty cool,
right?
YouTube is pushing this. YouTube is
like, "Hey, if you liked that cool
organic humanmade video, how about a
clanker version?" Your ears are
assaulted with the most AI sounding
robot voice ever. No way. Incredible.
And you, and if you read here, it says
remixed from Jake Pors paint. For this
clip, it's a real video of Red Bull
launching a real human through a ring of
fire. And here's the AI version.
>> YouTube, can you please give people the
ability to make this worse with AI?
>> Oh my god. What the
wa? That was close. Wow, look at the
lights. What does this mean? What is
that?
>> For some reason, YouTube thought it
would be a great idea to create
senseless AI remixes of shorts. At this
point, these changes seem like ideas
from people that don't even understand
the users of their platform. So, what
does YouTube have to say about AI? The
CEO of YouTube, Neil Mohan, was asked
about his views on AI in 2025, and he
stated to Wired, quote, "The genius is
going to lie. Whether you did it in a
way that was profoundly original or
creative. Just because the content is
75% AI generated doesn't make it any
better or worse than a video that's 5%
AI generated. What's important is what's
being done by a human being." End quote.
In an ideal world, sure, but that's not
how the real world functions. Probably
some of the most viewed videos if you go
by views are AI generated shorts.
That is a bleak future, one that a lot
of people have expressed their concern
over, hoping that YouTube would step in
and maybe do more to stop the platform
just becoming a cesspool of just AI
trash. Neil, on the other hand, the CEO,
believes that that's actually a really
good thing because it's giving people
that lacked the skills and equipment the
ability to put that in front of you.
In 2026, as every lazy person on Earth
understood that they could make money
from bad AI content, the scams
continued. In this video, you're going
to learn exactly how you can make an
animated YouTube channel completely with
AI with zero workers. This channel, Lost
Legacy, is getting a ton of views. Just
take a look at the view count on their
videos. So, we're going to copy their
niche. We can press this copy style
button, and this is key for what we are
doing here. Now, this is actually going
to analyze all of their videos. It's
going to scrape all of their scripts and
it's going to create a script writer
that writes in the same way that they
do.
>> As the sloppification of YouTube
gradually got worse, the CEO pivoted and
changed his tone slightly, explicitly
saying that the platform will combat
slob. Quote, "The rise of AI has raised
concerns about low-quality content, aka
slop. to reduce the spread of
low-quality AI content, we're actively
building our established systems that
have been very successful in combating
spam and clickbait and reducing the
spread of low-quality repetitive
content." End quote. But not long after
saying that, he announced that users
would soon be able to use AI generated
shorts using their own likeness. Then on
the 28th of May 2026, Neil finally woke
up and he announced that YouTube would
be rolling out a new feature that
autodetects AI content. If it looks real
but was made with AI, viewers will know
immediately. We're also making
disclosure a bit more seamless. While
you're still required to manually
disclose realistic AI use, starting this
May, YouTube is rolling out internal
signals to help. If YouTube systems
detect significant photorealistic AI and
it hasn't been disclosed, will now apply
that label automatically. If you think
that the system has gotten it wrong,
don't worry. Creators are still in
control. As this technology continues to
improve, if a label is applied
incorrectly, you can jump into Studio
and update the status yourself. The only
exceptions where the label does stay
permanent are if you used YouTube's own
AI tools like VO or Dreamcreen, or if
the file contains metadata, proving it's
fully generative. Most importantly, for
creators, these labels alone do not
affect how our videos are recommended or
whether they can earn money. This is
purely about giving viewers the right
information at the right time. Let us
know what you think in the comments.
Leaving aside the conversation about
potential accuracy, this is a good move.
It lets the users decide and choose for
themselves if they want to watch AI
content. The only reason an uploader
would hide the fact that they're using
AI is to mislead viewers. So, let's be
fair and more rounded here and add a bit
of nuance. Generative AI can technically
be used to make highquality content, but
personally, I haven't seen much of that,
and I think it's because the incentives
are pointing the wrong way. With AI,
it's much easier to quickly smash out
something that gets engagement and earns
money rather than building a grand story
that took months of writing with AI just
being the final step that brings your
vision to life. To see what using AI
properly could look like, here's an
example of a short piece made by Simon
Mayer. It's AI generated but not
complete slop. It runs for about a
minute and a half. Honestly, it's pretty
simple to make films with AI. You just
press a button. That's it.
I'm Thomas. I'm an AI artist, whatever
that means. That's it. That's how we
make films. I usually make about five
films a day, sometimes 10. You know,
ads, Super Bowl commercials, feature
films. I do it all. So easy. Want to
give you guys a little tour. So, this is
our social media department. Lisa here
handles all our LinkedIn stuff. What's
going up next?
>> So proud to announce that we pressed a
button today. The future of storytelling
is here.
>> Clients are always like, "Is this
legally okay?" And I'm like, "Don't
worry about it. We have an excellent
lawyer in house.
>> It's very safe. I checked everything.
100% safe."
>> That clip felt different because it was
created by a person who actually works
in film. He came up with the concept,
storyboarded it, and used AI to bring it
to life. Now, that's more in line with
using AI correctly as a tool to enhance
your skills, but not just do the work
for you. But in saying that, there's
even the wider question of how these
models were trained in the first place.
While schools like London Film Works
have courses on how to integrate
generative AI, the truly unfortunate
thing is the vast majority of AI content
uploaders right now are sloppers.
Defined by Wictionary as quote, "Someone
who was overrely reliant on generative
AI tools, a producer of AI slop,
careless, low-quality content generated
using automatic computer applications
and distributed to farm views and
subscriptions, or sway political
opinion." End quote.
Throughout May of 2026, YouTube threw
down the gauntlet when it came to the
fight against AI slop. 4.7 billion views
worth of AI content were deleted. The
sloppers on X were panicking that the
YouTube AI automation grift was coming
to an end. Some went to extreme lengths
to appeal to YouTube. This AI slop
channel hired an old man from Fiverr to
appeal their case. I'm making this video
because our channel Fluffy Animal Tales
recently received a message from YouTube
saying our channel was demonetized for
inauthentic content. Every video on this
channel is built carefully from the
ground up by us. Our channel is about
meaningful animal rescue stories. While
researching this video, a few of those
massive AI generated channels that made
headlines were deleted. For example, the
channel The AI World based in Pakistan
made AI generated shorts of catastrophic
flooding. The titles were a blast.
Classics like Poor People, Poor Family,
and Flood Kitchen. It had 1.3 billion
views, but YouTube nuked it. Not long
after, YouTube added an option for users
to vote if they felt that a video was AI
slop and to what degree. I suspect this
data played a part in training the AI
flagging algorithm. But in some aspects,
it seems like YouTube has overshot.
YouTube's AI for determining whose
channels should and shouldn't be banned,
frankly, has turned out to be a
disaster. I don't know the figures, but
innocent people have been catching stray
bullets. They've been banned by
YouTube's automated flagging. Another
example is this Korean channel. She
created handmade stopmotion cooking
videos inspired by her mother. The
YouTube bot saw this and thought it was
AI, so it banned the channel. It was
reinstated after a public outcry.
Now, this one's egregious. The channel's
splash plate was banned because someone
lazy stole and reuploaded his content.
Although the lazy re-upload channel got
terminated, the original splash plate
channel also got terminated. YouTube's
AI wrongfully assumed that this was
another re-upload.
YouTube basically ignored him when he
protested. Quote, "This is the email
I've just received in response to
YouTube support. They believe I'm still
circumventing a ban and my termination
is correct. This is despite all the
proof that this is a blatant error in
their AI." End quote. It took months,
but he did finally get his channel back.
Nanny Josh was another example. He had a
channel terminated for spam or scamming
even though he painstakingly made
animations and 3D models himself. His
appeal was rejected five times. And if
you go on to X, there are so many
YouTubers who have been banned because
the AI hallucinated. Let's just say this
clearly. AI in its current state just
isn't ready to make such decisions. And
>> because AI should never be able to be
the judge, jury, and executioner, it
should never have the ability to
terminate a channel. So, where does this
leave us?
To fix the main problem, YouTube needs
to restore trust, and the AI flagger on
content is a great start. But the thing
is, it has to work with a minimal error
rate, and that could be a hard ask, but
we'll have to wait and see if it does
work correctly. That kind of method
should be the standard across all
platforms that contain video content. I
think the speed and the breadth of AI
generated content did take YouTube by
surprise. Hopefully, they can navigate
it without being overcome, but it's
going to be a messy road. So, look, I do
think the technology of generative AI
itself was fascinating from a technical
standpoint. That's what I documented
from its rise in 2016. But today, it
saddens me to see how it's used for
exploitative, loweffort content. The
content that's disingenuous, misleading,
or for pure profit. But the thing is,
that's what scammy people have always
done. So, why should I be surprised? On
this channel, I've talked a lot about
how relying too heavily on technology
can sometimes weaken the very skills
we're trying to improve. And that's why
learning how to actually think through
problems is becoming more important than
ever. And that brings me to something
interesting Brilliant has been working
on. This is the new Brilliant, a
personal tutor for math and coding that
sits right there with you while you
learn. It can follow your reasoning,
guide you through problems stepby step,
and adapt in real time to how you think.
What I like is it doesn't feel like
traditional studying. Brilliant turns
learning into something much more
interactive, almost like solving puzzles
instead of memorizing information. I've
been trying some of the lessons myself,
and one thing that stood out is how the
teacher nudges you in the right
direction without just handing you the
answer. So, instead of passively
consuming information, you're actually
building intuition as you go. If you get
stuck, Cooji can help you out. For
instance, I was working through their
thinking and code course, and I got help
directly from Cooji to figure out the
next steps. Their curriculum covers
everything from core maths concepts like
functions and algebra all the way
through to calculus, coding, logical
reasoning, and debugging. It's all
designed by educators and experts from
places like MIT, Harvard, and Stanford.
What's especially interesting is how
well this fits into everyday life.
Unlike traditional tutoring, there's no
scheduling or waiting around. It's just
there whenever you want to jump in and
learn something. So whether you're
learning from scratch, brushing up on
old concepts, or just trying to keep
your mind sharp in an AIdriven world,
it's one of the most engaging approaches
I've seen. You can try Brilliant's new
tutor for free by scanning the QR code
on screen or heading to brilliant.org/
org/coldfusion. And if you want full
access to all courses, Brilliant is also
offering Cold Fusion viewers 20% off an
annual subscription. Thanks to Brilliant
for sponsoring this part of the video.
Anyway, what do you guys think? Do you
think that in 5 years, if all videos
were AI generated, nobody would care
because that's just the standard? Are
you of the view that it doesn't matter
if an AI created it because all that
matters is if the content is good
enough? Or do you believe in human
created content? And lastly, do you
think YouTube's new measures go far
enough? Let's have a discussion in the
comments section.
Hey guys, thanks so much for watching
the whole way through this episode. It
really means a lot. I also want to thank
you for all of your support. It's been a
crazy month, but yeah, just wanted to
say thanks. Anyway, if you want to watch
anything else on Cold Fusion, there's
plenty of stuff on science, business,
and technology. And yeah, that's about
it from me. So, you guys have a good
one. Cheers.
Cold Fusion. It's new thinking.

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Creator Rights and Ethics

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