Transcript for:
Recent Advances in AI and Image Generation

well if you've been on X at all this week you've probably seen a feed of studio gibli images and pretty much nothing else and well there's a reason for that chat GPT just rolled out a new feature that's pretty wild and it's only one of a ton of huge announcements this week so let's get right into it on March 25th open AI introduced 40 image generation it's the ability to generate images directly in chat GPT now you have been able to do that with Dolly but the images they haven't really kept pace with a lot of the other AI image generation platforms mid Journey Leonardo flux idiogram all of those tools seem to surpassed Dolly a long time ago but this new model really really closed the Gap with realism the ability to add text that's actually coherent and really doesn't make very many mistakes the ability to edit images by just prompting what you want changed in an image but really the feature most people have been going absolutely nuts for is the ability to add any style to any image and that's why we've seen so many of these Studio gibli style images and I fell down that rabbit hole myself making a whole bunch of gibl ified images I took this image of me and my wife getting a new vehicle and turned it into a studio gibli image and like I mentioned you could have it edit the image with a text prompt so I said make it brighter and more colorful and it gave us this version I took this image of me with a bunch of people at a conference here and gibl ify that image you can give it two images and have it work both of those images into a single image now it has this weird thing where it will crop off text sometimes and when I told it to make it 169 it actually sort of squished the image a little bit so there is some funkiness still I gave it this photo and said turn me into a South Park character and it made me a South Park character turn me into a Minecraft character here's me as a Minecraft character turn me into a pixel art video game character here's a pixel art video game character a 3/4s view voxal art style here's the 3/4 voxal art style it's really really fun and addicting to take real images and sort of restyle them into anything you can imagine I had it create this Vin diagram for me and it's actually pretty decent looking and then I wanted to see how it did at infographics and well it made this infographic about how a noral network works it's a little bit funky I wouldn't say it's like 100% accurate but it looks decent it's a good start and you can see I gave it a very basic prompt so with some better prompting I probably could have gotten this infographic even better here's one about how diffusion models work and one about how reinforcement learning works another request I like giving it is is convert this into a style of GTA 5 so I took a picture of some Padre's players and this was the GTA 5 style image that it made I think it looks pretty dang cool I told it to take the same image and convert to the style of Rick and Morty and this is what it made which to me kind of looks more like The Simpsons or Futurama but similar idea I took this YouTube thumbnail that I made here and wanted it to put the text worth it across it with a question mark and well the first time it kind of messed it up it put worth it and then worthed but then when I prompted it the second time it did it just fine it kind of changed the way my face looked a little bit like it looks a little bit less like me now but still pretty impressive I mean a lot of these little kinks are going to get worked out I would imagine here's another one where I gave it a thumbnail and I wanted it to say uh WTF instead of worth it and it swapped out the text again it sort of changed my face a tiny bit but I actually thought it made the image stand out even more so I rolled with it I then asked it to take this image and make my mouth closed and it gave me this brownie face version which as of right now is still my best performing thumbnail on that video in fact the thumbnail on the video you're watching might even have some sort of cartoony image in it and this is how I did it I had it take one of my normal little images here and had it converted to Studio gibli another really cool thing you can do is say remove the background and make it transparent and you can see it actually made a transparent PNG image from this one above it I also gave it this image here and the open AI logo and said make this image in the style of GTA 5 and make the open AI logo floating above my hands and it generated this we're getting to a point where instead of using something like Photoshop or canva I could just go into chat GPT upload an image and tell it what I wanted to change and have it make those changes for me here's another one where I gave it this image of me with my hand on my head and the open AI logo and I said make it in the style of Studio gibli add the open AI logo and make sure it's in 169 and this is what it gave me it hasn't quite got the 169 aspect ratio right but it's getting the edits right pretty good here's another GTA 5 style one that I did and and another one that's supposed to be GTA 5 style here's a studio gibl style and another studio gibli and then I started having fun where I took an image of me on this side and an image of me on this side and told it to make me high-fiving myself and then I did the same two images and I told it to put an explosion in the background and here's another variation of that and the final thing that I want to show off was a fun little experiment I did I actually uploaded this image of myself and said turn it into a 3D video game character in a t- pose and it created this version of the image here I was able to pull that image into this tripo 3D tool here and it even rigged it up and made it so I can like animate the guy apparently this is what I look like when I'm jumping now at the moment this is available on plus and pro plans supposedly it was going to come out on the free plan but they actually had to delay it because it was getting so much use everybody was jumping on it this week making these Studio gibly style images out of old memes posting them online and bogging down the open AI servers causing open AI to actually delay the release inside of the free version but if you are paying the $20 a month or $200 a month version you can use it right now here's some other examples of ways people have been using it that I found on X here Alvaro cus from The Rundown had it create YouTube thumbnails for him had it create a product ad for him took his logo and put the logo on a store for him designed a landing page redesigned an interior took this image and it put the monol Lisa in the background using the same image it also added a different lamp a movie poster and of course had it generate some meme Riley Good Side here here actually had it generate this Wikipedia screenshot this isn't actually taken from Wikipedia this is a fake screenshot generated by chat GPT 40 of a Wikipedia article about the screenshot itself with a copy of the screenshot in the article when all of this stuff was flooding social media people started saying whatever happened to Mid Journey why is nobody talking about mid Journey personally I still have a special place for Mid Journey a lot of the videos that first helped me explode this channel where tutorials about mid journey and I still have my mid Journey account and use it from time to time but I guess the mid Journey CEO on his office hours was a little bit salty about this release according to flowers here who was on that call said mid Journey CEO just said 40 image gen is slow and bad and open AI is just trying to raise money and being competitive in a toxic way and it's just a meme and not a creative tool and in one week no one will talk about it anymore I don't think that's true he also goes on to say yes he said that all in one sentence I actually think my buddy baval says it best here when he said everyone's saying chat gpt's New Image model is just style transfer completely misses the point of multimodality this is closer to an AI equipped with control Nets Laura's IP adapters and a graphic designers mind it's an expert compositor with World Knowledge a creative partner not a filter canva figma comfy UI workflows collapsed into a few prompts and image references it's legit the closest thing we've seen to a graphic designer API I'm dropping sketches for thumbnails and getting near final quality I'm inputting 2D images and Shifting the camera in 3D space I'm literally prompting Pixel Perfect text interacting like I would with a skilled artist and unlike diffusion models this system behaves like a design partner with intuition artistic sensibility and the technical skills of a pro compositor this screenshot says it all if you were using comfy UI in the past this is kind of what it looked like now you give it a sketch and you get a result and then you say move the guy to the right or change the text color and just by giving a text prompt you get a brand new image that made the changes that you asked for it actually pretty mindblowing and I think everybody that thinks it's just AI generated slop is really underselling the sort of leap that was just made with this we kind of went from you have to be a sort of technical prompt engineer and know comfy UI and know how to use lauras and control Nets and IP adapters and all of these things to get the image dialed in exactly how you wanted it and now all you have to do is use chat GPT and just have a conversation until the image looks the way you want it it's the UI and the sort of process change that makes this such a big leap in my opinion but I'm going to move on past this because you've probably been flooded with everything chat GPT this week and as great as it is it probably wasn't even the biggest leap that we saw this week open AI has this way of sort of overshadowing anything Google does whenever Google has a pretty decent launch or some new product open AI almost always follows right behind with some other big announcement and that's exactly what happened this week as as well because Google released Gemini 2.5 which is their most intelligent AI model and not only is it their most intelligent AI model it is just kind of hands down the most intelligent AI model on LM Arena a sort of user blind voting leaderboard Gemini 2.5 pretty much blew everything away and then all the other benchmarks around things like science mathematics code editing visual reasoning and long context it beat every other model out there and what makes this even more wild is you can actually use this completely for free so if you go over to AI studio. goole.com over on the right side there's a little model drop down you can actually select Gemini 2.5 Pro experimental and use it totally for free inside of this AI studio and not only is it a super super smart model that works really really well but it's got a million token context window that's about 750,000 words of input and output and despite that huge context window it is insanely fast now the biggest downside of something like Google AI studio is that it doesn't save all your previous chat history like something like chat GPD or cloudwood so you kind of got to use it and then when you browse away and come back you don't get to sort of pick up where you left off kind of a bummer but I'm sure they'll be rolling it into their normal Gemini chat soon where you do get all that functionality but the speed of this model is just really really good especially with how much data it's able to consume so here's what I want to do to sort of show off how kind of impressive this model model is here's a YouTube video called machine learning for everybody from free code camp this video is almost 4 hours long it's 3 hours and 53 minutes long let's go down here we'll show the transcript and I will go ahead and copy this entire transcript for this entire video here jump back over to Gemini I'll paste this into our chat window down here we can see it's using 43,2 66 tokens let's add a couple lines and I will say summarize this video into step by step bullet point I'll go ahead and click run on this one and just like deep seek R1 and the open AI like 01 and 03 models this is a thinking model so I can expand to view the thinking and we can see the whole thought process as it's reviewing the text that we just pasted in and this is all real time I'm not speeding up this video it's thinking really really fast now it is a long video so it's probably going to take a little bit over a minute to process everything but it's going to give us a full step-by-step breakdown of this 4-Hour video so it's done thinking now and it's moved on to the actually giving me a response portion and it's still moving very very fast but look we can actually see this sort of stepbystep introduction and setup uh data loading and initial exploration data visualization and basic concepts supervised learning Concepts data preparation and collab supervised classification models supervised regression models and we can see it took 62 seconds in total to look at this entire video transcript of a 4-Hour video we ended up using only 51,000 tokens we used 5% of the context window you can plug in like fulllength books into this and get a step-by-step breakdown of a process in a book and you can do it for free over at AI Studio on Google like this is pretty mind-blowing and again it it's kind of sad it got overshadowed by all of the studio gibl memes that were spread everywhere I think part of the problem is that Google does kind of have it buried inside of their Google AI Studio instead of on their front-facing Gemini platform where it can save the chats and everybody can use it really easily and when you do look in AI Studio it is kind of overwhelming right you've got all these settings on the side and if you don't know what you're doing you may get overwhelmed and feel like this isn't worth using but it's really impressive the model was so impressive that even Sam mman himself went and gave credit where credit was due and told Google that it was a great ship a lot of people are claiming that Sam almu is actually trolling Logan and Google but Sam and Logan I believe are friends Logan used to work at open AI I actually don't think this is a troll I think Sam was genuinely impressed by what Google shipped here here's some more examples of what this new Gemini model is capable of someone created this super simple Jump game here I don't know if I'd really say this is like the best example of what it's capable of this one's a little more impressive here's a snake game with some power-ups and some cool animations in it we've got a soccer or football simulator here going on I mean this doesn't really seem like where the players should be this one was pretty impressive to me this one was actually created by Matthew Burman here and it's actually a Rubik's Cube that when you rotate the cube all of the colors stay exactly where they're supposed to stay and according to Matt this is the only model that he's been able to get it to keep this consistency where the colors actually stay on the Square they're supposed to stay on here's a 3js flight simulator also made by Matthew Burman using Gemini 2.5 another flight simulator from Philip Schmid yet another flight simulator from DV meta this one looks like he's playing it on a mobile phone as well we got car simulators in 3js a block building Sim I'm guessing this is sort of like a Minecraft style thing here a building Tumblr Sim somebody one shoted a zombie game I'm not actually seeing the zombies I guess those are the zombies back there a one shot Runner game an asteroid game a treasure hunt game in 3js somebody remade mind sweeper somebody made solitire and of course more snake games Logan went to X to say so what have you done with Gemini 2.5 Pro today please show impressive things only this was actually the one that Sam Alman commented on Logan made this animation of a ball bouncing around inside of a square AI warper here made this particle simulator that simulates particles over like an existing image which looks just wild to me look at that that's pretty cool here's another one from Matt Burman 3D bloodstream virus simulation so yeah some really really impressive stuff coming out of Gemini 2.5 it's the smartest model we've got right now and the largest context model we've got right now and it's available for free and the apis are available so developers could build with it grock 3 is a really good model but we don't have apis for it yet 01 Pro is also a really good model but the API costs like $600 per million tokens which is just sort of not feasible for most people to use inside of their apps but again all of it was kind of overshadowed by the chat GPT thing and if you like to Vibe code like me wind surf added Gemini 2.5 Pro in as well so now you can use this model directly inside of wind surf to code with I also believe if you use cursor you can use it inside of cursor now as well wind surf has kind of become my IDE of choice for coding but you can use either one with Gemini 2.5 now again two massive updates from two of the companies that are sort of leading the way in AI right now real quick if you're an AI Enthusiast Creator or someone who collaborates on Tech projects you probably know the pain of juggling multiple tools for meetings messaging file sharing Etc it's a mess right well Microsoft just made it insanely easy to streamline everything and it's free right now ai is moving at break neck speed and collaboration is key whether you're testing new AI tools brainstorming startup ideas or just discussing the latest chat gbt update with your team you probably bounce between five different apps one for meetings another for chat another for file sharing it's clunky it's inefficient and it slows you down Microsoft teams freak gives you everything in one app video Calls Unlimited chats shared docs and even a community feature that's perfect for AI Ma masterminds and startup teams and it's built for early adopters like us people who thrive on Innovation and need tools that keep up so here's what's in the teams plan 60 Minutes of free of video meetings versus zoom's 40-minute limit unlimited chat with no message deletion 5 gigabyt of free one drive storage for easy file sharing and it works across desktop mobile and web seamlessly across devices it's perfect if you're running a side hustle launching a startup or just working with a group of AI curious friends who want to stay connected I've been testing it out and honestly it just makes sense no more app switching no more chaos just everything you need for free check it out today at aka. ms/ Future tools if you're serious about AI Tech or just getting things done this is a no-brainer so thank you so much to Microsoft teams for sponsoring today's video now let's get back to it we also got news out of Microsoft this week they introduced their new researcher and analyst in Microsoft 365 co-pilot this is actually using open ai's 03 mini reasoning model but they optimized it to do Advanced Data analysis work and it uses the Chain of Thought reasoning so it actually thinks through before it gives you a response now let's say I work in product development and we're entering a new market I need help developing a product strategy for our expansion I enter my prompt and researcher gets to work it asks clarifying questions as a seasoned colleague would and uses my response to move forward the agent takes my prompt understands the task and constructs a plan to reach an answer you'll notice it reasoning over all of my work data in the Microsoft graph not just one file here we can see its Chain of Thought reasoning you'll see it working through the problem in real time it builds an understanding of my product lineup references recent meetings and even pulls industry updates from the web this process takes a few minutes so let's Jump Ahead to the result I got a really thorough response in line with what I'd expect from a researcher on my own team so pretty similar to what we've been seeing with things like deep research in chat GPT and deep research in Google Gemini and deep research in perplexity but now it's built into Microsoft 365 co-pilot imagine I'm in marketing I'm trying to understand our most loyal customers I have this really messy data set you can see thousands of rows and a few tabs across customers and their monthly revenue and none of it has been cleaned or contextualized I don't have to spend time writing the perfect prompt to get what I'm looking for I'll just ask it to help me come up with an easy way to learn and visualize my customer base you'll see the agent takes my question understands the task and constructs a plan to reach an answer it also identifies the python tools it may need to complete the task it can take any complex data set make sense of it and execute python code to reason through the questions you have about the data if I want to see more into its thought process I can always click and see its Chain of Thought reasoning as well as the python code it's running in real time this allows me to validate and Trust in its thinking and approach now I've got the answer I was looking for they also announced deep reasoning and agent flows inside of Microsoft co-pilot Studio which they describe as a platform to easily create manage and deploy agents for your unique business needs so using Microsoft's Suite of tools you can actually build your own sort of mini agents that run on your own business's data and that was probably the biggest news of the week was the new chat GPT image gen Gemini 2.5 and Microsoft's new analyst features but there was a whole bunch of other really cool AI announcements that sort of flew under the radar because well those ones really sucked all the oxygen out and got all of the attention this week we had some more announcements out of open AI apparently their GPT 40 model got even better now it's better at following detailed instructions especially if prompts have multiple requests inside of a single prompt improved capability to tackle complex Technical and coding problems improved intuition and creativity and if you've ever had it do creative writing for you you'll probably appreciate this fewer emojis and another interesting move out of open AI this week they've actually adopted mcps or model context protocols so early on chat GPT tried to do tool use functionality with their plugins and then with their custom gpts well late last year anthropic rolled out a sort of new standard for connecting large language models to tools on the internet called mcps Model context protocols there's sort of a layer between the large language model and a software's API all of these apis that software companies give to developers to be able to use their tools they're all kind of developed in different ways no two apis are exactly the same so it's kind of difficult for large language models to communicate with software's apis model context protocols act as a sort of layer in between to standardize the way that large language models communicate with tools on the internet it was a standard again introduced by anthropic and it seems that open AI is getting on board with that standard there was some additional news out of Google this week Google just keeps on shipping AI features they added new features inside of Google meet the take notes for me feature can now capture follow-up action items from meetings and give suggested next steps when you turn on the transcript for the meeting the meeting notes that Gemini creates will link to the relevant part of the transcript so you can see more details and verbatim quotes and if you miss part of the conversation or need to refresh your memory you can now scroll through the meeting captions while the meeting is happening Google added a feature inside of maps too Google can now save locations you screenshot in maps to help with travel planning so we can see in this little screenshot here there's an image that says Little Island I love New York City and Google Maps is able to tell from that screenshot where that location is and actually show it to you on the map it's rolling out this week in English on iOS and coming soon to Android I just think it's interesting that it's going to iOS before Android and it's a Google app but never mind this week Google also released TX Gemma or Tex Gemma I'm actually not quite sure how that's supposed to be pronounced it's a collection of open models designed to improve the efficiency of therapeutic development by leveraging the power of large language models it uses deep mind's open- Source Gemma but it's specifically trained to understand and predict the properties of therapeutic entities throughout the entire Discovery process from identifying promising targets to helping predict clinical trial outcomes anthropic has been a bit quiet this week but according to this testing catalog website it's expected that Claude 3.7 Sonet is about to get a 500,000 token context window not quite the 1 million token context window we just got from Gemma 2.5 but this will be a huge upgrade to Claude 3.7 Sonet especially if you like to use clad for Vibe coding in tools like wind Surf and cursor this hasn't been 100% confirmed but people have seen evidence of this by looking inside of the code so it looks likely to be rolling out soon if you're a fan of using Gro you can actually now use grock directly inside of telegram you have to be subscribed to both telegram premium and X premium but if you are subscribed to both you'll be able to chat with grock ai's chatbot within your telegram streams so if you're someone that just refuses to use the X app well telegram is another option although if you refuse to use the X app you're probably not going to be a subscriber of X premium I'm guessing perplexity rolled out a new feature Fe this week inside of their web app where you can specifically search for images video travel shopping and more so if I head over to perplexity aai here and I search for best restaurants in kwaii I can see that it now added a places Tab and I can click on this and similar to what we would get out of Google we've actually got the various restaurants and it actually shows them on a map for us now if I type in photos of a wolf we can see it actually gives us a bunch of images right here in the top but it also gives us a new images tab if I click on images similar to Google Images it brings up a bunch of images of wolves for me deep seek the company that sort of freaked everybody out with their R1 model about a month ago they just released a improved version of V3 now V3 was the underlying model of R1 when everybody was using deep seek R1 it was actually using deep seek V3 as the large language model but R1 was the sort of reasoning element on top of it the sort of Chain of Thought thinking add-on on top of V3 well V3 just got some improvements this week according to Ani hanun here the new deep seek V3 0324 meaning it came out on March 24th can actually run at 20 tokens per second on a 520 GB M3 Ultra which tells us that these large language models that run locally are actually becoming less reliant on Nvidia gpus now it did use 380 1 GB of RAM so yes you can run it on a consumer Mac Studio with an M3 Ultra but I mean I have to put consumer in air quotes cuz this is probably about a $8,000 to $10,000 Max studio to get this to run Alibaba actually had a few new models get released this week they had a 72 billion parameter model and they had a 7 billion parameter model but now they have a sort of in between model at 32 billion parameters of their Quinn 2 .5 VL model this is an open-source model under the Apache 2.0 license and it is a vision model so it can actually see images and respond based on what it sees in the images Alibaba also released qvq Max this is their visual reasoning model it can understand the content of images and videos but also analyze and reason so it actually does that Chain of Thought processing as well both these new models are available to test out over at chat. qu. a I we can see if we click on the models we've got TN 2.5 Max here and we've got qwq 32b here now even without open ai's Big Image gen reveal this week it was already shaping up to be a big week in the world of image generation there was a new model that sort of came out of nowhere called Reeve which according to the artificial analysis image Arena beat out all the other image models including recraft imagine 3 flux one mid Journey Etc and similar to what we've seen from the new model inside of chat GPT it allows users to not only generate images from text but also modify existing images with simple language command things like changing colors adjusting text and altering perspectives it also supports uploading reference images enabling users to create visuals that match a specific style or inspiration you can even try it out over at preview. re. Art and will'll give it a prompt like a wolf howling at the moon it generates the images pretty quickly and they're all pretty good now if I select one of the images I can actually instruct some changes and say make the wolf have black fur and we can see now I have images of a wolf with black fur now it didn't maintain the actual composition of the original image but I was able to create some new variations and people were pretty blown away by this model for a day or two until open AI launched theirs once again sort of sucking the oxygen out of every other announcement that happened this week idiogram also released a new model this week they released idiogram 3.0 which is much better at realism creative designs and consistent Styles all in a powerful model and it's super fast so if we head over to idiogram doai we can use this one completely for free start creating with 3.0 and this one is also really good at text within the images I can give it a prompt an image of a wolf standing on its hind legs holding a sign that says subscribe to Matt wolf we'll click into the Creations tab here and every single image that it generated pretty much nailed nailed the prompt nailed the wording and is really impressive I mean in my mind AI image generation is like a solved problem now like you can generate anything you can imagine between chat gpt's new model the reev model and idiogram anything you can imagine you can do now we got some updates in the world of AI video generation as well Luma AI showed off their new magic Doodles feature with Ray to image to video you can doodle an image and plug it in and have that image and animated and this one's really fun if you have kids that love to draw my daughter is an artist she loves drawing so it's super fun to take some of her artwork throw it into a tool like Ray 2 from Luma and watch her little drawings come to life super super cool update dream machine also rolled out a thread feature which is a new way to organize your creative process keep 720p 1080p 4K and audio versions of the same assets all in one place so basically some better organization features inside of luma dream machine and P Labs rolled out a new feature I mean they're rolling out a new feature like every week it seems like as well so they rolled out this flashback feature where you can upload a video of yourself upload a photo of yourself and then the photo version of yourself will enter the frame like Pika has kind of been nailing the sort of like meme video generation it makes me think that maybe Pika has realized that their way of standing Out Among the soras and V2s and and clings and Dream Machines of the world is to really lean into this like meme generator platform as a side note I also find it really fun to take an actual image of yourself and a rest stylized image that maybe you created with something like the new chat GPT image gen model and have Pik sort of animate between the two so for example here's an image of the two Padre's players here let's set that as the first frame and then here's the sort of ricked morifi version we'll set that one as the second frame and let's animate between the two and here's what we got out of that where it sort of takes the initial real life image and then sort of animates it into the cartoon version I don't know why I just think this stuff is like super fun to play with this company Earth AI has an algorithm that found critical minerals in places that everyone else ignored they claim that the actual real Frontier in mining is not so much geographical as it is technological Earth AI has identified deposits of copper Cobalt and gold in Northern Territory and silver malum not sure how to say that word and tin in another site in New South Wale Earth AI algorithms are trained to scan wide areas quickly and efficiently to find deposits that might otherwise have been overlooked I just love hearing these like real world use cases of world changing uses of AI they're actually using AI now to find critical minerals if you're to self-driving Vehicles like whamos which I actually rode for the first time when I was in San Francisco last week they're actually going to be launched in Washington DC next year so if you're out there and you haven't ridden in a wayo yet you'll get the opportunity pretty soon and apparently Lyft is going to start rolling out Robo taxis in Atlanta later this summer and finally if you want to see how far these uh humanoid robots are getting and what they can actually do now here's a pretty interesting one from Boston Dynamics where we can see their robot running and it actually looks like a human we could see it kneel down and we can actually watch it crawl on all four legs on the ground and even do these like barrel rolls or whatever you call those and here it is doing whatever you would call this move right here but I mean if I saw these videos like two years ago I would have been like certain that there was somebody inside of a robot suit doing these moves this is just crazy that the robots can actually do this now so much fun to watch I love robots there's one doing a cartwheel and that's how I'm going to go ahead and end this video that Boston Dynamics robot video is awesome if you like staying in the loop with AI news and the latest AI tutorials and all of the coolest AI tools make sure you like this video And subscribe to this channel I will make sure that you stay looped in and more videos like this show up in your YouTube feed and if you haven't already make sure to check out futur tools. this is where I share all the coolest AI tools that I come across along with all of the AI news as I come across it there's also a free newsletter join the free newsletter I'll email you twice a week with just the most interesting tools and most important news for the week you also get free access to the AI income database a database of ways to make side income using various AI tools it's all 100% free and you can find it all over at futur tools. thank you so much for tuning into to this video and nering out with me it has been one of the most fun weeks in AI between Google's announcements and open ai's announcements I have been having a blast and I've got so many more videos on the way where we're going to play with some of these tools and really really Challen them to see what they're capable of so if you want to see that kind of stuff again make sure you're subscribed and I will do my best to get it in front of you thanks for nerding out hopefully I'll see you in the next one bye-bye