Тёмный

I Asked Photoshop AI to Zoom Out Infinitely. Here’s What Happened. 

Joe Scott
Подписаться 1,9 млн
Просмотров 414 тыс.
50% 1

Go to the link: imprintapp.com/Joe-Scott to get 20% off an annual membership and a 7-day free trial!
If you haven’t used Photoshop lately, you’re missing a prime example of how AI is really going to change the world. With new features like Generative Fill and Generative Expand, they are showing that the AI revolution will not be a big event, but a creeping, steady inclusion into our daily lives. So I decided to put it to the ultimate test.
Want to support the channel? Here's how:
Patreon: / answerswithjoe
Channel Memberships: / @joescott
T-Shirts & Merch: www.answerswithjoe.com/store
Check out my 2nd channel, Joe Scott TMI:
/ @joescott-tmi
And my podcast channel, Conversations With Joe:
/ @conversationswithjoe
You can listen to my podcast, Conversations With Joe on Spotify, Apple Podcasts, Google Podcasts, or wherever you get your podcasts.
Spotify 👉 spoti.fi/37iPGzF
Apple Podcasts 👉 apple.co/3j94kfq
Google Podcasts 👉 bit.ly/3qZCo1V
Interested in getting a Tesla or going solar? Use my referral link and get discounts and perks:
ts.la/joe74700
Follow me at all my places!
Instagram: / answerswithjoe
TikTok: / answerswithjoe
Facebook: / answerswithjoe
Twitter: / answerswithjoe
Timestamps:
0:00 - 1:09 Intro
1:09 - 6:14 About Photoshop Generative AI
6:14 - 8:51 Creating the images
8:51 - 14:31 Editing the infinite expand
14:31 - 15:31 The Results
15:31 - 18:12 My thoughts and a simpler solution
18:12 - 19:27 Final thoughts
19:27 - 21:57 Imprint
21:57 - 22:36 Close

Наука

Опубликовано:

 

2 май 2024

Поделиться:

Ссылка:

Скачать:

Готовим ссылку...

Добавить в:

Мой плейлист
Посмотреть позже
Комментарии : 1,8 тыс.   
@inviktus1983
@inviktus1983 17 дней назад
Are you telling me one man built this entire youtube channel from scraps in a CAVE?
@davidanderson2357
@davidanderson2357 17 дней назад
He got most of his parts from that mammoth you saw at the beginning. That's actually Joe in the photo, eying up the beast for materials.
@mikewiggins7257
@mikewiggins7257 14 дней назад
Mr. Stane, I'm going to need you to calm down.
@sciencecompliance235
@sciencecompliance235 13 дней назад
The truth is... I am Joe Scott.
@hata6290
@hata6290 5 дней назад
Lmfao
@RC-nq7mg
@RC-nq7mg 3 дня назад
vertical photos are the bane of any photographer or videographers existence because its not natural. I hate seeing all the appliance users take vertical photos with their phones. Just crap.
@RichardCox0
@RichardCox0 16 дней назад
I don’t need photoshop, I expand myself with McDonalds
@Chrisszz47
@Chrisszz47 10 дней назад
Lmao
@STICKOMEDIA
@STICKOMEDIA 9 дней назад
XD
@handle1138
@handle1138 9 дней назад
At the speed prices are going up at the Micky Dees you are better off with the 659.88/yr subscription to adobe.
@solarwinds-
@solarwinds- 9 дней назад
LOL
@stuartdparnell
@stuartdparnell 7 дней назад
GEIJUTSU WA BAKAHATSU DA
@nosekills
@nosekills 17 дней назад
Aren't you afraid people will just watch the video in reverse and find your cave ?
@wmpx34
@wmpx34 17 дней назад
It’s entropic, no time-reversal symmetry
@joescott
@joescott 17 дней назад
Damn... Never thought of that!
@poodle_soup211
@poodle_soup211 17 дней назад
A little sinister comment....we already know where Joe's cave is 😂
@SAMIAMFNX
@SAMIAMFNX 17 дней назад
yes
@MeppyMan
@MeppyMan 17 дней назад
I can’t believe he didn’t play it in reverse at a slightly faster speed. That would be cool.
@ScienceClic
@ScienceClic 11 дней назад
Quick technique for the expansion to be perfectly smooth : use an expression on the scale property of the layers and type in "[100,100]*Math.pow(3,-value)" where you replace "value" by a link to a slider control effect, varying from 0 to 100.
@PMA_ReginaldBoscoG
@PMA_ReginaldBoscoG 5 дней назад
I second this
@dranorter
@dranorter 4 дня назад
Part of the problem is he positioned each expansion by hand, so they weren't perfectly centered.
@benhur2806
@benhur2806 3 дня назад
​@@dranorterAnd perhaps not scaled by a factor of 3 every time as well, to add insult to injury...
@AdminSmithee
@AdminSmithee 2 дня назад
@@dranorter You could use a action or write a scripts to automate it, for perfect alignment.
@JoanGonzalezTrolloCat
@JoanGonzalezTrolloCat День назад
as soon as I saw him cropping by hand I knew it would end up messy
@timogul
@timogul 17 дней назад
The weird thing about this, and I've tried it, is that after _200_ expansions, you will end up outside a Chuck E Cheese in San Bernardino. Every time. The same Chuck E Cheese. And it's actually there, I found it on the map, at least, last time I checked.
@jacoboneill2494
@jacoboneill2494 17 дней назад
Just like how that consistent image of a woman's face keeps popping up when people use negative prompts. She even has a name that keeps appearing in the text and titles - Loab. Nexpo did a video - "The disturbing art of ai", I think it's called.
@ExperimentIV
@ExperimentIV 16 дней назад
@@jacoboneill2494oh my god my friend was one of the ones who discovered Loab!
@User31129
@User31129 15 дней назад
After 200 expansions, you end up with a Tool album cover
@RodCornholio
@RodCornholio 14 дней назад
So, that Chuck E Cheese must be the Alpha and Omega point of the Universe. I feel a cult starting.
@matej3276
@matej3276 14 дней назад
This sounds like a SCP concept
@Siska0Robert
@Siska0Robert 17 дней назад
14:30 What flat-earthers think will happen if you gave them the best Nikon camera.
@laughcentral9217
@laughcentral9217 16 дней назад
I know it probably doesn't matter but the magic is mostly placed in the lens, not the camera itself. So then for this, it would be the best zoom lens. No point in getting technical but do you ever just get that weird feeling over something that doesn't matter yet you feel the need to say it? I'm a strange individual so maybe it's just that. Hope you are having a nice day!
@SpydersByte
@SpydersByte 16 дней назад
lmao.
@Jamesdavey358
@Jamesdavey358 14 дней назад
@@laughcentral9217 😂
@joeshmoe7967
@joeshmoe7967 6 дней назад
!!!!!!!!!!!!! TOO FUNNY, but also totally true.
@NickRoman
@NickRoman 5 дней назад
That's what I was thinking. This is what it would look like if the Earth were flat and you just kept backing up.
@wuxpoint8311
@wuxpoint8311 16 дней назад
I remember seeing this "infinite" zoom effect in Contact (Zemeckis, 1997, film's opening sequence) and in Limitless (2011). I think it was also used in other films, but hey, at those times and without the incredible tools we have now, it was already stunning!
@SpydersByte
@SpydersByte 16 дней назад
Contact is such a good movie
@wuxpoint8311
@wuxpoint8311 15 дней назад
@@SpydersByte Oh yes it is!!! The scenario is great, and it includes political elements and a philosophical (and religious) rational. The infinite zoom effect to Ellie's eye is very nice. I wonder what kind of technology they did use back then ?
@RandomSime
@RandomSime 14 дней назад
@@wuxpoint8311 According to Carin-Anne Strohmaier, the first assistant film editor, the shot was created through three different plates, digitally manipulated in CGI to create the effect: one plate was from the cameraman leading Ellie, the second of Ellie opening the cabinet door (which was a blue screen instead of a miror), and the third of the reflection of Ellie and her dad when the door closes. It's actually really simple technology they used. It's so effective because the timing and lighting is perfect.
@wuxpoint8311
@wuxpoint8311 14 дней назад
@@RandomSime Woah! Many thanks for the info!
@arthurconanthebarbarian1288
@arthurconanthebarbarian1288 12 дней назад
It's also in royksopp's eple music video, with collage influence
@Ni-qc6yq
@Ni-qc6yq 17 дней назад
Now Joe is 1/1000 the size of his mom.
@RobertSchoeneberg
@RobertSchoeneberg 6 дней назад
Or 0.001
@RobertSchoeneberg
@RobertSchoeneberg 6 дней назад
Or 10‰
@vorqoo
@vorqoo 3 дня назад
​@@RobertSchoeneberg10🐛 🤯🤯🤯
@ImproMooray
@ImproMooray 23 часа назад
Is that a 'yo mama so fat' joke?
@slazman999
@slazman999 17 дней назад
Now we know where Joe's secret hideout is... In a cave, in a mountain, at the bottom of the sea, in the middle of the universe, in a rock, in a desert, in a road, in a pebble, in a bay on the side of a cliff, in a lagoon
@davidanderson2357
@davidanderson2357 17 дней назад
It's Everything, Everywhere, All At Once!
@joescott
@joescott 17 дней назад
That starts to sound like a Dr. Seuss poem.
@games1004
@games1004 17 дней назад
Came looking for this comment. At 15:05, the beach became a rock, and the sky became the ocean. Joe reinvented the "Honey I Shrunk the Kids" shrinkray, then took a "microscopic" picture with an AI telescope. 😄
@gcewing
@gcewing 17 дней назад
We should send a postcard to him with that for an address and see if the postal workers manage to deliver it.
@drippingwax
@drippingwax 16 дней назад
I really think that at some point the Earth should have started curving, then we zoom off the planet, out of the solar system, etc., not that weird folded universe thing, AND THEN BACK ON EARTH! Or was it?!
@spookmineer
@spookmineer 17 дней назад
I like the "stuttering" effect because it lets you keep track of how big each expansion is (or how many there are). It is very trippy though, I'm glad it wasn't much longer than it was.
@danielch6662
@danielch6662 16 дней назад
Sync it to the beats of the music. But the way he tweaked each one by hand is ... the opposite of saving time.
@hunterG60k
@hunterG60k 14 дней назад
No way! I was thinking I need 10 hours of this next time I'm dropping acid lol Loved it
@stuartdparnell
@stuartdparnell 7 дней назад
You see the stuttering on DMT distinctly before you enter the dome
@ChristopherEatonAgnati
@ChristopherEatonAgnati 17 дней назад
Dude. I see and understand the smoothness factor you weren't 100% happy with, but syncing it with that music beat made the world's best lemonaid out of the lemons you were given. Nicely done!
@tommj4365
@tommj4365 18 часов назад
Yea it went well with the beat if the music, more hypnotic and freaky
@adrienne_acts
@adrienne_acts 16 дней назад
Fun! I’m an editor and dabbling more and more in Photoshop and After Effects. I was chatting with a colleague the other day about an endless zoom out video shared by NATO that was breaking my brain. I wonder if the finger pinch zoom out helps avoid that stutter-step problem your friend had. Lastly - have you ever done a video about early “photoshop”? Like photo manipulation done in the time of early photography? Like those famous photos of Grant and Lincoln at civil war battlefields (but it’s actually their heads were cut out and placed on a person in the shot) or cards displaying “mediums” performing their talents (like ectoplasm coming from nostrils - although maybe that’s a very different video). Good stuff, keep it up Joe!
@JustWasted3HoursHere
@JustWasted3HoursHere 10 дней назад
I seem to remember that Photoshop had its origins in the special effects for "The Abyss".
@christophstahl8169
@christophstahl8169 8 дней назад
When I started using Photoshop we did not have layers... so even a video about actual "early Photoshop" could be fun :D
@JustWasted3HoursHere
@JustWasted3HoursHere 7 дней назад
@@christophstahl8169 Oh man, no layers? Hard to believe that even "undo" was kind of a late concept too. Can you imagine drawing some complex drawing with no layers AND no undo? Yikes.
@bobblebardsley
@bobblebardsley 17 часов назад
The Cottingley Fairies would be good to include in something like this, in 1917 two young girls in England took some photographs they claimed showed real fairies, many years later they admitted they were just paper cut-outs. Not exactly photoshopping, just in-camera trickery, but it's one of the most famous cases of it in the UK.
@m.h.6470
@m.h.6470 17 дней назад
To be honest, the app "zoom out" looks like a pre-generated effect, with your photo placed in the middle. There is barely any overlap or continuation of the original photo - it immediately went cyberpunk for no reason at all.
@bornach
@bornach 17 дней назад
What [ColdFusion] describes as "AI washing". Claiming your technology uses state-of-the-art generative AI when in reality its output looks more like it was generated by a content aware fill algorithm. Much like the bricks appearing behind the sheep in a barn, the zoom out app ignored the image context and just grew a texture from what was along the edges of the frame.
@Vorexia
@Vorexia 17 дней назад
@@bornach To be completely fair, this was a very extreme stress test to begin with. Taking a photo that captured a small and relatively complex space and tripling the size of that photo is just not something you would normally do with a feature like that. Secondarily, the setting was also a bit of a niche compared to the more generalised dataset it was trained with. Food, people, animals, plants, and the outdoors... some of the very things that Photoshop users edit the most frequently. As opposed to a studio belonging to a content creator. There are obviously not a lot of images of content creators' studios, and even if there were, they would still be very difficult to replicate since they vary dramatically and can be very personalised. These studios can go all the way from being in the corner of a bedroom to being an entire warehouse. Hell, some even give viewers the illusion of being in a naturally lit and cozy home environment when they're actually just sitting in a small, purpose-built set surrounded by black walls. Sometimes it's not even that, but just a high-quality greenscreen implementation. Even we can fail at predicting how things look like behind the camera of these studios, it's no wonder that deep-learning AI does the same. This is not state-of-the-art AI - it's years behind what companies like OpenAI and Nvidia are currently achieving - but it's still leagues ahead of what content-aware fill algorithms did.
@squirlmy
@squirlmy 17 дней назад
I tried to look closely at the "bricks", and I think it was actually the sheep's curly grey wool being mistaken for part of the wall. Also with the "cyberpunk look", the colorful decorations in the room around the edge of the "original" got stretched into a "80s Futurist" look. It wasn't for "no reason at all", it just used the outer edges instead of a wholistic view of the entire photo. When AI is capable of that, I'll be more impressed.
@tweer64
@tweer64 2 дня назад
@@squirlmy I believe Photoshop AI uses the actual photo as a reference. I believe it will recreate images in the main image if you prompt them with a description of the image.
@missewe
@missewe 17 дней назад
🤯 what do you mean that's not an actual photo of a wooly mammoth !?!?! 😂😂😂😂
@brianh9358
@brianh9358 17 дней назад
Any day now they are going to grow one in a test tube and implant in an elephant for birth. :) Then He can get his actual photo.
@gcewing
@gcewing 17 дней назад
Unfortunately they weren't able to train the AI on any actual photos of wooly mammoths due to copyright reasons.
@NickTaylorRickPowers
@NickTaylorRickPowers 16 дней назад
​@@brianh9358how big is that test tube gonna be
@piccalillipit9211
@piccalillipit9211 16 дней назад
FAKE NEWS...!!!
@brianh9358
@brianh9358 16 дней назад
@@NickTaylorRickPowers Uh... notice I say implant it in an elephant? :) There was talk a few years back about taking genetic material from a frozen wooly mammoth, altering an elephant embryo, and implanting in an elephant until birth. This would only be feasible if they can find enough intact DNA. Like Jurassic Park but for a different era. :)
@NinjaGorillaFTW
@NinjaGorillaFTW 16 дней назад
The stutter is absolutely fire. Great combo with the music 👌
@josephwalter141
@josephwalter141 17 дней назад
Man this legitimately messed with my eyes. I looked down at my dinner right after and it freaked me out a bit.
@ninehundreddollarluxuryyac5958
@ninehundreddollarluxuryyac5958 17 дней назад
Right after the zoom, just when he says "Is my face all swirly now", stare at something in the room other than the screen and it will swell up bigger and bigger. Joe has effected your brain.
@SpydersByte
@SpydersByte 16 дней назад
wow, was not at all expecting that to work but it did! Very trippy!
@meloney
@meloney День назад
reminded me of visuals i had when i was younger on acid lmao
@mostlyghostey
@mostlyghostey 17 дней назад
There is a huge debate in universities right now about how to handle AI because it’s too easy for students not to learn the information being presented in classes and use AI to cheat on assignments instead. My professor was agonizing over the fact that she may need to start doing oral exams with students 1 on 1 in order to combat AI.
@ZM-dm3jg
@ZM-dm3jg 16 дней назад
The universities are finished and there will be no jobs for most people at university today thanks to AI anyway
@SpydersByte
@SpydersByte 16 дней назад
yea I could definitely see things going in that direction, at least its one of the potential solutions
@jessamineprice5803
@jessamineprice5803 16 дней назад
I quit university teaching 6 months ago. The last 12 months were a comic slog through a hellscape of AI-produced papers. By the end, I spent more hours per week documenting cheating cases than actually helping the 20% of students who wanted to learn. Of course I’d hoped AI would help me grade student papers but it can’t do anything requiring intelligence! I understand why students use it, but AI sucked all the remaining fun out of academia for me. AI should give us all a chance to re-evaluate modern universities, and the ways they exploit both students and professors, but there’s too much money in those endowments, it will never happen. 😢
@nabormendonca5742
@nabormendonca5742 16 дней назад
You should have used a better AI. 😏
@benf3171
@benf3171 15 дней назад
​@jessamineprice5803 I do not doubt that for a second. I am taking an online course my my Master's in Aviation (my employer is awesome enough to reimburse me for it). It is not hard material, especially for someone who has a bachelor's degree and/or is in the aerospace industry. Despite the ease, I am *positive* some of our required discussion topics are being done by AI (well, student using AI). If the professor is doing something about it, I'm not seeing it. It sucks when you are actually putting effort into something, or you are actually enthusiastic about how airports fund themselves, and you see this canned, boring (sometimes wrong) stuff all over the place.
@karenroot450
@karenroot450 17 дней назад
WOW Joe! That video is haunting knowing you are always in the middle of the shots👍. A few frames made me think the image was going to fold over on itself. I think you owe your good friend something better than a few beers. Great show!
@jasonlouis697
@jasonlouis697 16 дней назад
Mark, thank you for the time you put in on this. That's really above and beyond. Joe, thank you for testing this and the time you committed. It was fun!
@westminsterabbey.6916
@westminsterabbey.6916 17 дней назад
Good lord I’ve never made it to a video 37 seconds after it came out the oven. I’m gonna need the oven gloves.
@joescott
@joescott 17 дней назад
Hehe, it came out late today so you got lucky!
@westminsterabbey.6916
@westminsterabbey.6916 17 дней назад
@@joescott sounds about right, of course I’m only early when the video is late 😂
@patrickiamonfire965
@patrickiamonfire965 17 дней назад
@@joescottseriously joe I have been asking the name for this 19:47 music quite some time could you at least give the name?
@ryanpenrod1859
@ryanpenrod1859 17 дней назад
The "Ove" Glove
@thetruth1862
@thetruth1862 17 дней назад
Loved the Eclipse live stream.
@AudraK
@AudraK 17 дней назад
For AI to put you in a cave, as if you lived in a cave or under a rock was beautiful. It knows us humans too well
@psykalag
@psykalag 15 дней назад
Joe made this video in a cave with a box of parts!
@LEDewey_MD
@LEDewey_MD 16 дней назад
Towards the end, I was reminded of a Mandelbrot Fractal. Glad that you are doing something JUST FOR FUN!! ❤
@DanRyanCarter
@DanRyanCarter 14 дней назад
Dude the zoom out was FANTASTIC! Editing was awesome, great music choice, gave me chills ❤️
@pederbergstrand6203
@pederbergstrand6203 17 дней назад
Scaling tip! In After Effects you can parent all your objects to a Null object, and scale only that. Think of it like a train pulling all the railcars that are attached to it, but you only need to animate the train. Essentially you create your null object, it will be auto centered. Parent your first photo to the Null. Now add your second photo on top, set the blend mode to Difference. Scale your Null down to where you see the photos align. Now parent Photo 2 to the Null. Import Photo 3, repeat the process. You’ll have to animate opacity of the overlaying layer from 0 to the 100 during the zoom to make the transition be smooth. Also set your layers back from difference to normal between each new layer setup. Null objects are the best!
@mikeclarke952
@mikeclarke952 17 дней назад
Boring.
@GuZ76
@GuZ76 17 дней назад
Exactly what I wanted to say 😂
@GuZ76
@GuZ76 17 дней назад
Or just write an expression and copy paste it on all layers, should be done in half an hour 😅
@omegahaxors3306
@omegahaxors3306 17 дней назад
This person game designs.
@ge2719
@ge2719 17 дней назад
could you also layer all the images on top of each other, scaled right, then create a new comp out of that so then its turned all those images into one image, and then zoom out from that?
@kaiying74
@kaiying74 17 дней назад
9:25 - Some of those Hand hallucinations are fantastic. 🤣 You owe your friend more than a few beers for composing that zoom sequence. That was awesome.
@ccelik97
@ccelik97 17 дней назад
You know what finally fixed the human anatomy related image generation issues? The "F" Stable Diffusion models _("F" is for "Female")_ since Stable Diffusion is open-source. _(You may look it up in an incognito tab using a public Wi-Fi now. \s)_ Then, the base models began merging some weights from those more _interesting_ custom models/did the same to improve theirs. What I'm telling here applies to all the image generation models, and not only to Stable Diffusion. And yes, another similar thing is taking place with the open-source LLMs also. They're improving wonderfully fast.
@ccelik97
@ccelik97 17 дней назад
Btw, they could've stitched together that big video in the reverse order and then reversed it back for the same effect for way cheaper & quicker. All that it'd have taken them to do so was to start with the (N)th image, place the (N-1)th image in the middle 1/9th section of it, zoom in by 3x (& fade in the full quality (N-1)th image at the end), repeat until the original image. The best part? Even a "dumb" video editor can do this whole thing xd.
@idehenebenezer802
@idehenebenezer802 15 дней назад
JESUS IS COMING VERY SOON🔥 REPENT AND TURN AWAY FROM YOUR SINS 🙏🙏🙏😢😢
@akashkumar121213
@akashkumar121213 17 дней назад
That might be the coolest thing i have seen in a while Joe.
@kosuken
@kosuken 18 часов назад
Should try turn these into a infinite zoom vid so you get from weird thing to landscape to rock to cave to bomb shelter to you or smthn
@Captain.Basketcase
@Captain.Basketcase 17 дней назад
Far out man i was not expecting that swirly face thing haha... i was like dude did you know i was not 100% sober right now? Haha
@shallmaddocks4690
@shallmaddocks4690 17 дней назад
hahaha same
@joescott
@joescott 17 дней назад
I knew because I almost fell down after I watched it the first time. :)
@Captain.Basketcase
@Captain.Basketcase 17 дней назад
@@joescott with mind altering plants 🪴 come mind altering pictures within pictures zoomy zoom zooms... spiral circle face!
@ronniesmith2775
@ronniesmith2775 17 дней назад
This is the highest comment I think I’ve ever seen,
@jwvandegronden
@jwvandegronden 17 дней назад
@@ronniesmith2775 I'm such a n00b I actually checked the like count and thought, am I missing something?! And then only it dawned on me... Duh... And that even without being high ;-)
@ProgressiveSolutions
@ProgressiveSolutions 17 дней назад
The interesting thing to me was that actual expansion seemed to stop very quickly, replaced by backing off. In other words, instead of zooming out it moved away from the subject in z space. Especially in the one you did in Photoshop, I kept waiting to see the curvature of the Earth, followed by the entire planet, then the rest of the solar system, etc. But nothing like that happened - instead it just showed more landscapes entering the picture at basically the same scale.
@SpydersByte
@SpydersByte 16 дней назад
thats because its just trying to expand the image, its not trying to zoom out, nor does it have any clue that we're on Earth or that if you zoom out from a landscape like that youll eventually see a curve and then the whole Earth. It has no clue about any of that. It's just an image creation tool, it has no human knowledge whatsoever just a bunch of images to generate from.
@ryanhooper4660
@ryanhooper4660 15 дней назад
At one point the beat of the music matched up with the studder which did work for that short period. Cool trip bro!
@CDLynas
@CDLynas 17 дней назад
This is truly amazing, I am probably on the same skill level as you Joe. Thank you for sharing this. I can't image the work involved for you both.... Awesome!
@ericjorm7520
@ericjorm7520 17 дней назад
Im so tired of hearing advanced algorithms being called A.I. by big tech to market them. How about a video explaining the difference?
@AnnisokayForsure
@AnnisokayForsure 17 дней назад
Cold fusion already did that
@mistrants2745
@mistrants2745 17 дней назад
There is no good generally agreed upon difference. I wrote my thesis on AI and the chapter on the definition basically went down a rabbit hole with the ultimate conclusion being "we have no idea WTF intelligence is and whenever we properly understand the exact deterministic process behind the scenes we decide to stop calling it intelligent.". There are definitions that differentiate advanced algorithms from AI, but those are multiple different definitions that arent generally agreed upon universally.
@christopherchilton-smith6482
@christopherchilton-smith6482 17 дней назад
​@@mistrants2745 I've never written anything as long, thorough or likely even accurate as a thesis but I am an emotionally and mentally damaged autist that is fascinated by moral philosophy, neuroscience and sociology. I love how free will is similarly dismissed the same way we do intelligence the moment we have a deep mechanical understanding of the phenomena. The pillars on which we've built civilization are sand, we condemn people and run our societies on ill defined concepts that are illusionary at best and some kind ( * edit: of *) mind virus at worst.
@ericjorm7520
@ericjorm7520 17 дней назад
@@mistrants2745 I would say if it isn't self aware it isn't A.I. All arguments to that are probably for pushing the use and advancement of algorithms. The scientists of the world realy like to spit shine turds for grants and tenure. But for a video I would love to go down that rabbit hole as far as it will go.
@MindinViolet
@MindinViolet 16 дней назад
@@mistrants2745 We basically only consider humans to be intelligent because we don’t understand our own minds.
@johnchedsey1306
@johnchedsey1306 17 дней назад
I'm into photography and the Generative Fill tool on Photoshop is very useful. While I find the generation of an image via prompt (ala Midjourney or Firefly standalone) to be underwhelming and a novelty, the ability to take my own photos and improve them with the tool is a game changer. Usually it's just dealing with a distracting element or removing tourists from a landscape photo of a rock arch in Utah. But there's also fixing the edges and crops. but like I said, there's nothing fulfilling about generating an image from a text prompt. Sure, I can generate a flawless portrait, but the experience of finding someone to be my model and having an actual human interaction during the shoot process is deeply fulfilling. AI is going to flood the world with disposable, endless images and music and text. Because of that, work created by actual humans will gain scarcity and there's always value in scarcity.
@Laembort
@Laembort 12 дней назад
The ideal case: you end up recreating the 'Royksopp - Eple' music video
@RobDucharme
@RobDucharme 16 дней назад
I appreciate this video. As much as this term upsets some people I know, this is one of those "how the sausage is made" videos and I'm glad these get posted. 5:41 Even the lighting is decent.. 6:32 Is that a fridge to the right, or some sort of post-apocalyptic "life-pod"? 7:02 It's looking more and more like some sort of WWIII era self-sustaining bunker.
@EliotHochberg
@EliotHochberg 17 дней назад
You did a reasonably good job of covering why firefly is different from the other generative AI platforms, however there’s one thing you didn’t mention, and it’s sort of important. After complaints, Adobe did provide payment for contributors to Adobe stock. It’s unclear if that Money will be repeated, or if it’s just a one time payment. Also, after complaints, Adobe also included the ability to have your art removed from their training material if you want. However… If you remove your works from the training system, you can no longer sell your work on Adobe stock. What this means is that it’s kind of like a sort of extortion. If you want to make money off of one of the most popular stock services in the world, you have to allow AI to scrape your images and create competing work. For a lot of people, that’s going to be a very difficult decision. do you leave your work somewhere where it is the easiest to find, but risk helping this service make you obsolete? Or do you take your work off of the service, making it significantly more difficult for people to find your work? What’s more, I’m fairly certain that once the lawsuits about artist’s work being used in generative AI systems has been resolved, I would imagine that every stock photography site of any size will follow Adobe’s lead. While this is in theory a more ethical way to train a generative AI, the way that Adobe is doing it effectively forces artists to submit their work to make themselves obsolete. A better policy would be to allow artists to opt out but still sell their work. I would even consider limitations on either number of works, repetition of similar works, or some other reasonable limit to be fine so long as the artist could choose to not be included in the training, but still be able to sell on the platform. As of my writing this comment, I’m unaware that Adobe has made such a change. Additionally, it is still unclear if Adobe is going to pay artists more than once. At minimum, if they are going to require works to be used in training, there should be an ongoing payment for either every month or every year that an artist’s work is being used to train firefly.
@damientonkin
@damientonkin 17 дней назад
Also they recently got caught training their models on other AI image generators so they're just as unethical as everything else. They've also started leaning on people pretty heavily to upgrade to the versions with firefly bundled with Photoshop by having screen covering popups spam older versions telling you you need to upgrade. So I'm going to transition to another program in the future. I suspect that one of the reasons that they want people to use the newer versions is so that they can train the AI off of more people's work although I can't substantiate that.
@EliotHochberg
@EliotHochberg 17 дней назад
@@damientonkin are you suggesting that if you use Photoshop, Photoshop will be looking at what you’re working on and use that as part of its training without letting you know?
@joescott
@joescott 17 дней назад
I appreciate that clarification
@squirlmy
@squirlmy 17 дней назад
While not moral, this reminds of exactly the same thing in the music biz: if you're starting out and/or struggling, you're going to give up your rights, once established, you're not going to make those kinds of deals. It it kinda "extortion", but honestly I don't know anywhere in creative arts where that doesn't go on. Another field is comic books, including manga. You make bad deals, hopefully you survive long enough to make better deals. 😥
@EliotHochberg
@EliotHochberg 17 дней назад
@@squirlmy It's not the same, though. Sure, music artists make bad deals, but most of them are just not getting paid enough, and that doesn't make it right. "Sorry Squirmy, but you signed a lease that means you have to be recorded in your house all the time. You should have read the lease" It's closer to the deals made with rural Black American artists who didn't know what the deal even meant, maybe hadn't heard of recordings before, and they signed away all their rights. It may have been "legal" but that doesn't make it right, and doesn't mean we should just let it happen. But the real problem here is that, unlike those bad deals, or work that was stolen from those artists in the 20s-50s, this can and likely will make it so these folks not only won't get compensated, but very likely won't be able to work anymore in 10 years time. It very likely means that it will be impossible for any artist of any kind to make any money doing art along the way. The only people likely to make any money are those who "hit it big," which will be even harder, and more fleeting as the system just copies them at a pace that won't even give them a day of success. Or, artists will become curiosities, pets like some used to be with the wealthy paying their way and essentially owning them. The age of human art is coming to a close, especially if, like you, we just write it off as "life isn't fair." Well, it's true life's not fair, but it's enough that we can die, get diseases, get in accidents. Do we as people have to make it worse?
@americarocks9137
@americarocks9137 17 дней назад
Always learn something intriguing when I watch Mr. Joe Scott. Keep up the great work/content! Great channel!
@jamesfbeveridge8694
@jamesfbeveridge8694 5 дней назад
As an artist who has used all traditional media, especially airbrush for over 3 decades, including Photoshop since the early 90's, I have no intention of using Ai features and have avoided even checking them out. I work on my pieces down to the pixel with brush and pen tools as though I'm using what I call analog techniques which is how I differentiate traditional methods from the digital. To me it's just a cheat, as for me "Artists that can, make art while those that cannot, use Ai".
@Starry-Nathan
@Starry-Nathan 4 дня назад
Yep. It's wild how generative AI is readily accepted as a new art-making method. It's the easy way out.
@RealElevenTimes
@RealElevenTimes 3 дня назад
Prepare to lose a lot of new clients since now everyone's gonna expect the results a lot faster.
@whiteycat615
@whiteycat615 16 дней назад
Mad respect for the efforts!
@lindaseel9986
@lindaseel9986 17 дней назад
Joe's office is his man cave. So putting him in a cave makes sense. That last expansion was cool! I was expecting it to end up showing the entire Earth.
@lynnmccurdythehdmmrc2561
@lynnmccurdythehdmmrc2561 17 дней назад
I should have listened when told not to drop that Orange Sunchine in the early 70"s. But seriously, Joe is the only one that can keep me attentive when he slides into a commercial.
@Miss_Atlantis
@Miss_Atlantis 16 дней назад
Hi Joe! I really liked this video! It's a very nice change from your usual way of presenting your videos and that felt both new and interesting! I still like the usual way just as much, so this is absolutely not a bash on it! :) The change was good in the way punctuation in a big chunk of writing is good!
@DanSchaumann
@DanSchaumann 14 дней назад
That was a very interesting idea and video, cheers to you and Mark for putting it together for us
@joshayou
@joshayou 17 дней назад
That phone app thinks your studio is in Night City.
@BricktowneMedia
@BricktowneMedia 17 дней назад
The stagger/stutter actually works well when synced up to music! imo.
@Osirus1156
@Osirus1156 13 дней назад
Just a heads up you can hold shift + alt while scaling something so have it scale from the center equally, alt just scales from the center in general. That will speed you up even more! Also as for the expansion thing, it's because you manually moved the picture to the middle and it doesn't seem like you had grid snapping turned on. If you turn on snapping and use the shift +alt trick it would be better. You could also then use Photoshop Actions to completely automate the whole process and Photoshop will just repeat it as long as you want. I can walk you through it all if you want! It's pretty satisfying to watch.
@sargonofakad
@sargonofakad 16 дней назад
Thanks Joe, very interesting and some very good information on things to peruse.
@SvenBrimstone
@SvenBrimstone 17 дней назад
As a life-long adobe addict and tech enthusiast, this video is like catnip And yes modern AI tools are terrifying
@SPAMMAN123456789
@SPAMMAN123456789 17 дней назад
The infinite expand i feel is what you'd see in your last living moments. Or during the most heroic lsd or murshroom trip
@TimGGleason
@TimGGleason 17 дней назад
Just zooms out to the galaxy marble from Men in Black
@BeachCommunityUK
@BeachCommunityUK 11 дней назад
I am a huge Adobe nerd, after effects being my favourite! I love your channel, such a treat to have an episode about Adobe hell yeh
@rickreed123
@rickreed123 14 дней назад
Totally awesome! Now it might have been even cooler to have resolved on the original image, making an infinite loop.
@ChrispyNut
@ChrispyNut 17 дней назад
The problem is our supply-side economic model is going to turn A.I against us all. The centralisation of wealth and power will be extreme.
@LuigiMordelAlaume
@LuigiMordelAlaume 17 дней назад
Eh, fuck em. No AI could ever predict what I am about to do. Check Michigan news for a man streaking across the 13th green of a gold course with "FREE LEBANON" written in pink on my back. Now all I need to do is monetize mayhem and unpredictability. Can't Facebook do this?
@LuigiMordelAlaume
@LuigiMordelAlaume 17 дней назад
Eh, screw em. No AI could ever predict what I am about to do. Check Michigan news for a man streaking across the 13th green of a golf course with "FREE LEBANON" written in pink on my back. Now all I need to do is monetize mayhem and unpredictability. Can't Facebook do this? But seriously, money is something we made up. Supply siders are like snakes eating themselves.
@transtender161
@transtender161 17 дней назад
yup
@alihms
@alihms 17 дней назад
"Our supply side economic model" means there are other models out there. What could they be? Self produce, self consume economic model (like in early agricultural society)? Or subsistence living (hunter-gatherer society)? Are there any modern equivalents? Could they help prevent AI from turning against us?
@martianunlimited
@martianunlimited 17 дней назад
@@alihms Plenty. Demand Side (aka Keynesian Economics), Monetarism, Intermediary model
@MichaelLeeOne
@MichaelLeeOne 17 дней назад
I like how it turned into barn tin for a minute lol
@jefrescott
@jefrescott 17 дней назад
This is an excellent visual example of what is going to happen as AI content becomes more ubiquitous, and new models are trained off that content. AI content feeding AI content....an AI content entropy.
@Techy404
@Techy404 3 дня назад
Pretty sure this ended up happening with an AI "art" program, and the results were turning out worse than the previous ones, so basically the AI was inbreeding and it came with all the bad side effects from IRL inbreeding.
@Kongongongg
@Kongongongg 2 дня назад
This is not how AI works are you guys are serious? AI use CLOSED databases, not the open internet to learn.
@sschrybu
@sschrybu 13 дней назад
Fun video. It's nice to see a bit of how you do your work. That AI graphics stuff is pretty amazing.
@tessiepinkman
@tessiepinkman 17 дней назад
Goddaaamn! This was trippy. Very, very trippy.
@MG_Steve
@MG_Steve 17 дней назад
Damn it, I wish RU-vid had a backward play option, the Zoom IN would have been epic!
@BryTee
@BryTee 17 дней назад
That's what I was hoping, that Joe's zoom out, was played in reverse, ie zoom in, across the lanscapes, ending up at the start.
@MG_Steve
@MG_Steve 17 дней назад
@@BryTee Yeah, I think Joe needs to do a follow video which is the zoom out & then zoom in :)
@joescott
@joescott 17 дней назад
Might have to make that happen.
@joescott
@joescott 16 дней назад
I Zoomed IN 100x on Photoshop! (Commenter suggestion)
@MG_Steve
@MG_Steve 16 дней назад
@@joescott Yup, that was as epic as I thought (other than the portrait orientation! ;) - Is that a limitation of a short, out of interest? (Thank you for taking the time to make that btw :D)
@grimcity
@grimcity 7 дней назад
Love this experiment, Joe! Also, I may have a solution for you relating to stitching your zoom together. I've been doing digital animation since '98, and I could see this being knocked out relatively easy in Adobe Animate... I'd build it backward (zooming in), and keep stacking layers as you would in Premiere or AE. There would be some slight scaling to fine tune, and an alpha drop (to mimic a cross dissolve on the seams). Export the above in an uncompressed video format, drop it in Premiere, reverse it, and add some time ramps to get a bit of dynamic flavor in zoom effect. Also, I think I'm stealing your idea and recording an action out of it. This will be fun to do with a ton of images. Great stuff as always, man!
@wakkosan
@wakkosan 16 дней назад
This was a VERY interesting experiment. And it was basically zooming out. So cool.
@michaelkaliski7651
@michaelkaliski7651 15 дней назад
I can’t honestly say that any of this stuff shows any signs of intelligence, artificial or otherwise. The photo edges are expanded using an algorithm that essentially copies what is already in the image. Later, larger, expansions are simply matching the image content as closely as possible to another image in a stock library of images. Given that the majority of images in photo libraries are landscapes of one sort or another, it is to be expected that all images will eventually expand into a landscape. So what we have is a complex algorithm and a huge library of images but certainly no intelligence necessary to produce these results.
@3mpt7
@3mpt7 5 дней назад
In other words, exactly what I would do, given the time, finesse, patience, and catalogue of images. Robots with AI are going to build an equivalent to the Great Wall of China at some point. Then people like yourself will argue that building structures isn't a sign of intelligence. Do note that there's also a vast catalogue of city images, and the AI did not flip over to it at any point in the zoom.
@mskleftwich
@mskleftwich 17 дней назад
This was a cool experiment. Thanks for sharing.🧑‍🔬
@AlexTodd-60s
@AlexTodd-60s 17 дней назад
Hell kelsey
@witchdoctor6502
@witchdoctor6502 16 дней назад
Joe you really do live in the middle of nowhere :D I like that at one point the blue sky changed to ocean and the expansion continued without interuption. Editing videos is a pain in the ass, I have nowhere the experience as you or your friend, but it makes me appriate videos more because of that
@ImTerasHD
@ImTerasHD 16 дней назад
The expansion stuttering could be solved by pre composing the composition and time remapping the pre-comp. Would love to have a crack at it when I get the time to! Also, I don't think the AI imaging started with Dall-E, there was an earlier online tool where you could paint an image with basic colors, like using MS Paint, and then it would generate your painting into a "realistic" image. I remember you could do animals, landscape and for some reason.. purses. This was a couple years before Dall-E was revealed, and was most probably one of the earlier cases of AI imaging. Loved the video, Joe!
@mooing_cowmilk
@mooing_cowmilk 17 дней назад
should've too a top down photo to see if it would expand into space and larger instead of a rolling landscape
@TheRealStevenBritton
@TheRealStevenBritton 17 дней назад
To smooth the expansion, make sure that your seed images are exactly the same size and perfectly centred. Expand your first image by 200%. Start your zoom out, with your overlay next image expanded at 200% ready to CUT (not fade) in over the old when the old hits 100%. That way you might reduce the jittering you experienced in your first attempt.
@KllswtchOvrDrv
@KllswtchOvrDrv 5 дней назад
Amazing!!! The final video came out great!
@HankyUSA
@HankyUSA 2 дня назад
You do not need a copyright holder's permission to look at a copyrighted work. You need their permission to create and distribute copies of it.
@realvoximir
@realvoximir День назад
Yes you are correct, the way AI is trained is not what many people without knowledge about ML and AI think. It's more like using the data temporarily and then you won't need it again. And it's not like storing the images you train into the model. Also the way it is trained (diffusion model) makes it transformative which makes it not violate copyright law. Stealing image in world is computer is weird. When you think about it, when you steal someone's image, you are really just copying the ones and zeros that they made.
@HiR0SHi.the.D0G
@HiR0SHi.the.D0G 17 дней назад
Wow, that zoom out is awesome!
@descuddlebat
@descuddlebat 17 дней назад
19:17 "Is it just training off of itself at this point?" Whenever it gives you three options to choose from, I suspect the choice is fed back for further training And so might be the usage (versus lack thereof) of the generated stock images
@sinnadar2025
@sinnadar2025 11 дней назад
After watching this, everything looked like it was expanding, lol. Nice work!
@skywatcher2025
@skywatcher2025 14 дней назад
I really, really enjoy this video style of "let's go on a journey of discovery with Joe"!
@BonJoviBeatlesLedZep
@BonJoviBeatlesLedZep 17 дней назад
You can't say "I'm not a photophobia expert" and then drop the bombshell that you've been making your own thumbnails this whole time. Much smaller youtubers have dedicated thumbnail artists. That's insane! Excellent work.
@joescott
@joescott 17 дней назад
Oh no… to clarify, I mock up thumbnails that pros make look good.
@TV-xm4ps
@TV-xm4ps 17 дней назад
I like the "wobble" effect very much in the video. I think I like the unintended effect better than a smooth zoom-out.
@curiosityintrigue
@curiosityintrigue 13 дней назад
Eight minutes into this video… I love this so much! Very entertaining.
@preverted
@preverted 13 дней назад
Everytime I've seen this expanding image effect, it had this wobble between transitions. In any case, your friend did a great job with this weird AI journey.
@salinagrrrl69
@salinagrrrl69 17 дней назад
AI audio - did 1960s artist Tiny Tim singing "Fairies Wear Boots" by Black Sabboth with ukalalees. LAFFS BIG LAFFS!
@Hallgrenoid
@Hallgrenoid 17 дней назад
Photoshop definitely has one of the most impressive real-life applications of neural nets so far. Really cool stuff, and I dare say jaw-dropping for a LOT of people on first introduction.
@lady_draguliana784
@lady_draguliana784 16 дней назад
As I recall, the new ToS for PS and the ACS include allowing them to harvest your creative process and anything you make in the suite to train their Ai... so if you paint, it'll use your process to train Ai to do it the way you do it. Then, it pushes that out to it's other users. Meaning that your creative process and any assets you create are being taken, added to their Ai's dataset, and then reused when called upon by other users' prompts. Good or bad, it's something users should be aware of.
@schlenbea
@schlenbea 8 дней назад
not me with a massive smile on my face as the zoom out played. Awesome video Joe! Love it.
@Twapska
@Twapska 17 дней назад
I have heard that Firefly MAY not have been trained as ethically as they claimed. User beware! I choose not to use these products as an artist not just because of the ethics of the training (AND THE ENERGY COSTS?), but also the broader picture of propping up companies/industries that are trying to exploit artists and devalue our labor. I dont use Photoshop and am increasingly choosy about where I post my art.
@camplays487
@camplays487 17 дней назад
Happy Monday! Also “All videos for thumbnails”? 1:50
@StitchesLovesRats
@StitchesLovesRats 11 дней назад
14:31 - woah, dude! That was genuinely beautiful. Greatbtrack pick too.
@Rocadamis
@Rocadamis 11 дней назад
You undersold that effect. It was awesome. I want to see it in reverse.
@Number19sProductions
@Number19sProductions 17 дней назад
Use this comment if you in fact, did not know.
@everettjames6707
@everettjames6707 17 дней назад
I did because I use Photoshop and Adobe is REALLY pushing it, but it’s nice that it’s an integrated tool for when you want it
@GhostNinja0007
@GhostNinja0007 17 дней назад
Never used photoshop, but everything seem like it has ai now
@BallstinkBaron
@BallstinkBaron 17 дней назад
I didn't know
@matthewnardin7304
@matthewnardin7304 17 дней назад
I didn't know.
@Thicolate
@Thicolate 17 дней назад
I knew bc I pay attention to these sorts of things
@TheRealStevenBritton
@TheRealStevenBritton 17 дней назад
AI scares me.
@movement2contact
@movement2contact 17 дней назад
Relax.
@ddbb6618
@ddbb6618 17 дней назад
Yep , what is really scary is it doesn't have to try too hard yo wipe the floor with us.
@thejagman22
@thejagman22 17 дней назад
Al Pacino?
@Twapska
@Twapska 17 дней назад
As an artist, it doesn't scare me, but it makes me angry that what could have been some neat tools to ASSIST artists got twisted into a grift that has companies rubbing their greedy little hands thinking they can replace human creativity and art with generated "content" - and the data training sets are full of actual artists' work without our permission.
@salvadormarley
@salvadormarley 17 дней назад
@@thejagman22 Al Capone.
@zac1157
@zac1157 16 дней назад
You zoomed so far out you could see the brane layers! Awesomeness. Oh, yeah, you can do this in Midjourney with perhaps smoother results...
@UXDlozi
@UXDlozi 15 дней назад
That was so cool Joe, so cool!♥♥
@TheBigk1964
@TheBigk1964 14 дней назад
Amazing effect on the final edit!
@thedarkknight1971
@thedarkknight1971 16 дней назад
09:23 - IF A COMPANY MADE a silicone '2 handed wrist - hand shaker' (bottom right of the 4 pics)... I'd PROBABLY buy it for a laugh! 🤔🤣🤣🤣 😎🇬🇧
@AenesidemusOZ
@AenesidemusOZ 16 дней назад
Great for shaking hands in a COVID-paranoid world 🤔😂
@thedarkknight1971
@thedarkknight1971 16 дней назад
@@AenesidemusOZ 🤣🤣🤣 yeah, helping you keep your distance too! 😉👍
@maximecloutier-gravel8908
@maximecloutier-gravel8908 17 дней назад
Great job changing the title and thumbnail, that did it for me ;)
@stampedetrail2003
@stampedetrail2003 15 дней назад
Nice. I love the last few frames where it turns into a corrugated Sheetmetal.
@RoboThePanda
@RoboThePanda 15 дней назад
would love to see more of this with the zoom out effect! i think it would work a lot better if you didn’t expand the crop so large next time
@Salsuero
@Salsuero 15 дней назад
It's like traveling backwards away from you... and then you end up pulling out of it all like some kind of Men In Black "the size of the world is relative" locker aliens scenario... and then it was like some kind of many worlds thing. Actually came out pretty cool.
@cheshire1
@cheshire1 13 дней назад
for a smooth transition you want to scale the images exponentially rather than linearly since the size triples each iteration. It seems like that's what you were approximating with your curve in premiere, but of course doing it by hand won't be accurate enough. You'd need to mathematically define the curve. If the adobe programs don't have an option for that, I would write a python program to get the individual frames and then stitch them together into a video with ffmpeg.
@FractalParadox
@FractalParadox 14 часов назад
To get rid of the stutter, you could cut the last frames of the expansion of each stitch and then use RIFE interpolation to smooth out the transition. you would get some artifacts, but most likely would work.
@bilawalm1
@bilawalm1 17 дней назад
that is pretty amazing . Mad lad Marc
@nymenris2821
@nymenris2821 5 дней назад
That stutter effect actually goes hard with the beat
@Let_Toons
@Let_Toons 3 дня назад
11:52 You can also press and hold the "rope" simbol for every single image, and attach it to the first one, so that when you zoom out the first image continiously, all the othrr will too At that point just keyframe the zomming out in that one first layer chossing the velocity, curves and size until it looks good
@krypton9984
@krypton9984 16 дней назад
The efects are properly WOW. Love that - zooming out into virtual (invented) reality - homm - oxymoron
Далее
ЭКОНОРМЫ НЕ СПАСУТ ЭКОЛОГИЮ
1:02:19
ОВР Шоу: Женская дружба @ovrshow_tnt
09:32
25 ФАКТОВ О СОБАКЕ ЭДИСОНА
32:57
Просмотров 355 тыс.
10 Places You're Not Allowed To Visit
15:20
Просмотров 640 тыс.
Nanobots - Hype vs Reality
4:34
Просмотров 1,4 тыс.
ARTIST vs PHOTOSHOP AI - Are We Being Replaced?
13:58
Просмотров 603 тыс.
I Tried a Disney Secret Project!
11:33
Просмотров 6 млн
Dirty Realme 9 Pro
1:00
Просмотров 20 тыс.