Deep Research/Operator Prompts, Gemini 2.0 Pro & More AI Use Cases

okay the AI Madness is not stopping because we just had another busy week with releases from open AI I think they released the best feature ever we'll talk about it Google following Suite with a bunch of new models and furthermore there's a mobile app from repet that will build you other mobile apps with their agentic system and it's free to try all of that and so much more in this week's episode of AI newsic news that will be sort of agentic at least that's the main theme that connects most of these things because these companies are shipping and I am here for it to report on all the releases that n could be putting to work today let's begin so

the main releases over the past week or two have absolutely been out of open following some of the deep seek technical breakthroughs and the open sourcing of their thinking llm open AI has been shipping matter of fact I think in the last two weeks they shipped more products and relevant features to the consumer than they did in all of 2024 now the two main ones here are operator that they shipped and even more importantly the Deep research feature that we got this week I created a standalone video on that it includes multiple example prompts that I ran in there and I strongly encourage you check that out if you haven't seen it yet this is one of those features that when it came out I immediately grasped the potency of it and even in the video I stated that hey if this was actually freely available and not behind the $200 a month paid plan this would go more viral than chat GPT and not just that I stand behind that statement the more I use this thing the more I realize that you can literally get anywhere from 5 to 20 hours of work done with one prompt if you ask it the right question so again there's a separate video focusing on just that and operator and we published a third video on open eyes operator use cases that's a really good one by the way showing you what you can use their computer using agent for okay but I also want to show you some novel use cases I came across for example right here Chris on X is using it to message various people on Facebook Marketplace this is an interesting one because it has gb40 it can come up with the messages and it can absolutely go through and negotiate down various used articles for you if that's what you want to do you could be buying old couches reselling them whatever you might be doing and then it transfers that data into Excel sheets as I mentioned the dedicated video it's really good at that and there's one more that I ran across and I actually can't wait for this it's February the 6th as I'm recording this and that means within the next few days I need to do my bookkeeping for January and I've created so many scripts for this in the past just to automate it I dread it every single month it only takes like 4 5 hours but just picking together all these different invoices from all the various sites so annoying and creating those little scripts to automate that really takes so much time that it's just not efficient to do it and if they change anything about the website you can forget about it you need to do a new script operator is the perfect use case for this so I've been excited to see Jason over here on X using it for exactly that he's using it together with QuickBooks and I'll be trying the same soon just wanted to share this with you okay as of interesting prompts for deep research I want to share this one particular one with you from KY here and he said find the most interesting Russian research papers from the 1960s and70s that have extremely novel ideas not fleshed out or further studied much since then further expand on these ideas drawing from Modern discoveries or Innovations in either related or unrelated Fields connect the dots across the whole scientific literature as much as possible voila and then you get a report on all the Technologies explored in Russia in the 60s and 70s during the Cold War that never really LED anywhere I wanted to include this as an answer to all people claiming that hey just comparing different camera models isn't really a worthy use case no it's not but it's a relatable example and I like to use those if you want something a bit more out there well there you go how about a 10,000w long report on bongards visual pattern recognition puzzles and some good old mirror matter Theory from 1966 all right there you go that's a fun template that you could customize to other eras maybe give it a more specific theme that you want to explore within the papers as long as they're in the public domain this should work pretty well for you but really the overall aring story here is that agents are here and they're accessible to Consumers if you can afford the $200 price tag of chat GPT Pro these are the first two agentic products out of openai operator is pretty neat deep research is insane now here I'm going to share my second thoughts on operator because I've been using this thing every day since the release of it matter of fact I think every single grocery order that I've done since the release of operator happened with operator and also there's a few fun ones with like data transfer and working with notion databases that I go to sometimes but I think the big unlock here is the Deep research feature I want to just briefly tell you one funny story that occurred to me with operator yesterday basically I used it through order groceries to my place and I created a new prompt for a new Supermarket so I changed something so let operator do its thing but 1 hour later no groceries arrived so check the app and it turns out that instead of five bananas it ordered 30 Bananas okay and then it said all the bananas plus other groceries to a different address in list one so not just that some random person now received a order with 30 B bananas I mean what A peculiar shopping choice that is but also if the order costing 80 and Uber is not doing refunds this is the most costly mistake I've made so far with operator and it just goes to show that this product might work in most cases I changed up something in the prompt and all of a sudden it made mistakes that cost me real money but I guess my ultimate point is that the one use case that has been really sticky for me is this grocery ordering stuff the data transfer stuff is sort of like oneoff tasks that I give it sometimes and they save me anywhere from 20 to 30 minutes on the other hand deep research literally when you give it things that you're working on especially relating to this job or researching all these tools it saves you hours per prompt and to give you something practical to take away from this my favorite thing with deep research so far has been creating these massive tables where you give it freedom to give it as many columns as you wish so if you're doing product comparisons or you want to research a topic asking it for a table with let's say 15 rows and as many columns as necessary produces incredible outputs this massive comparison tables that let you learn new things understand new things make decisions in the fraction of a second I included some examples here as b-roll while I talk about it but I just really wanted to highlight that these two products out of open AI that came out this week and last week have some staying power and these are two product categories that we're only going to see more of I'm going to keep covering any alternatives that come out but right now nothing comes even close to the potency of operator and deep research I think all the Alternatives whether open source or from Google or whatever to it they're not potent enough for me to recommend them but unfortunately these two open ey products are behind the $200 paid wall that will change over time and we'll cover that as it comes out all right and other chat gpos the most minor update but I didn't want to mention this they increase the memory limit within chat GPT plus pro and teams by 25% meaning you can save 25% more memories as I mentioned many times before this is a beginner to intermediate feature Advanced users craft their own custom instructions so you can use the memories to gather different commands but then you put them into the custom instructions so you really have control over what it has and it doesn't just randomly add new facts as you start up new chats but for anybody using memories you can save 25% more of them now so yeah if you're using that this is a nice to have and I love that they keep improving chat GPT as that is still my daily driver if you want to call it that

all right next up let's talk about Google shipping a lot of models with functionalities and a lot of them are freely accessible with massive token Windows this is pretty amazing even Google is joining the AI release party here matter of fact we have a bunch of new models look if I log into my paid account you can see 2. 0 Flash 2... 0 flash thinking experimental 2. 0 flash thinking experimental with apps that's the really interesting one we'll talk about here and 2. 0 pro experimental their new flagship model here this is on a paid account if I tab over to me being logged in with a free account you can see it's basically identical except of 2. 0 pro experimental disappearing but I think that this 2. 0 flash thinking experimental with apps is the one that you might care about so let's talk about what this name means 2. 0 flash means it's the super fast and also super smart model thinking means it's a reasoning model just like open AI 01 or now O3 or deep seeks R1 right they don't give you an answer right away they think about it first but this one actually works with their applications and this has always been one of the main strengths of Google's Gemini web interface here look I can just pick this one and again this is on the free plan you can try this right now I'm just logged in with one of my Google accounts and then if you go in here and type at you're going to see different apps pop up and you can go to something like YouTube that you don't even see here ah because I need to enable it if I go to my settings I got to make sure YouTube is enabled which it is let's try this again H so it doesn't pop up but if you just say add YouTube it works good enough for me and I could either do a YouTube search in here or I could pull the transcripts of these videos in here and then I can follow up with something like summarize the content of each one of them concisely in a bullet point list you can see now it's thinking it's doing its Chain of Thought looking at the different videos pulling the transcript running a summary and then eventually there you go you have concise summaries of each one of this video this one builds a treehouse with specialized Treehouse hardware for secure tree attachment it covers the construction and then all the details that it covers and this one focuses on building The Treehouse platform aha so okay the title does suggest that this one also does the platform only and if I wanted things like building a ladder that's covered in this video so for example I could even go into here and just search for ladder and I'll see that actually the first one and the next to last video are the only two that focus on a ladder if that's what I'm looking for so this is a really powerful way to browse YouTube no and this is just one of the apps here you could also use the other ones like the Google Calendar integration so you can talk to your calendar summarize what's coming up in the next day and so on so this is a real superpower that Google is just better at than anybody else CU obviously they own YouTube and Google Calendar you could even link this to your Google workspace by enabling this and then you could work with your emails your Google Docs your Google Drive and even Google Maps I feel like those are the most useful ones like for flights and hotels can be good to research but I think the productivity unlocks with something like YouTube here or having access to all of your mails is just larger and again I'm still on the free plan here right so if I tab on over to the Pro Plan I've have access to 2. 0 pro experimental which you know is their state-of-the-art llm now but like what should I even make of this one cuz there's so many good llms now so I haven't used this one yet but I can tell you what the word on the streets is so to say basically they say it's good at coding time tasks but I've been told that Sonet 3. 5 and off for mini high or deep seek are still Superior to this when it comes to coding tasks but it comes with a 2 million context token window that is around 3,000 pages of text that's a lot of text probably way more than most people need and this one has some internet search capabilities but what you don't have is access to these applications in here so that's available because this model said with apps in the end right and if I ask it for today's Tech news it's going to pull up October 26 2023 so this one you would really want to use for long context tasks where you don't need the extra tooling for that you would switch on over to the thinking model with apps that is also available on the free account over here so yeah good job Google and although some of these benchmarks that I guess I haven't even touched on so far aren't like state-of-the-art like other models like deep seek or o fre are still ahead I really do think that a lot of people are going to find good usage for this if you could use this free one with the Google apps and the paid one with the super long context that right now you can't get anywhere else like all the chat GPT models have 100 28,000 tokens of context versus 2 million right here okay so this

next one is really interesting it's a brand new app on both the Android and the App Store from repet that allows you to and here it comes build other applications without any coding knowledge on your phone so if you need a custom app quite simple one obviously this app can do it and they don't even charge you money to try it right now so what you want to do is look for this one called repet idea to app fast I downloaded this onto my device and we can just give this a quick shot I already created one in preparation for this to see if this actually works as fluently as I would expect it to and the good news is that it actually does so when I just log into my Google account again no paid plan here you can just look at these different templates here can build a pong game a piano soundboard a daily Game Challenge I thought this piano soundboard was particularly cool cuz then you could probably customize it with some of your own custom sound effects effectively creating a custom soundboard again I didn't try that I'm just speculating here but I just selected The Prompt hit send and now I'll just wait okay so that was seconds and it came up with a plan I'll just approve this and proceed and it's already creating my little app here and there you go this was about what 2 minutes since I opened the app and I have a functioning web app right here uh let me full screen this H and if I play audio yeah I could further customize it isn't this just by itself amazing already if you've never tried one of these agentic application creators like repet agent cursor or others this is a great opportunity to get your hands on this to at least get a feeling for how they work and it's free right now not sure how long this is going to remain free but there you go repet mobile app that creates other apps next up I want to

quickly talk about this story I mean it will be something that we will be able to use the European Union is investing $56 million into building a open source llm that speaks All European languages I mean what is going on here cat gbt is excellent at speaking All European languages I can tell you from working with a Slovakian company all the models speak perfect Slovak and Slovakia if you're not familiar is one of the smallest countries in Europe 5 million people in total and Cat GPT does an amazing job at speaking it even The Voice Assistant does that why does the European Union need to invest 56 Mill million dollar into developing an open source llm we have all of these amazing llms coming out last week we featured the new mral small free actually turns out that this generated quite a bit of Buzz and it and seems to be one of the best non-thinking models non- reasoning models that you can run locally 70b performance at a 24b size this is a French company and these models also speak all European languages so what's going on here except of politics I mean they want to be seen as AI already but really all this is virtual signaling and I know that the bulk of this audience is from the US but still I personally I'm born and raised in Europe and seeing this kind of breaks my heart I wish there was something I could do to help this beautiful continent not to fall too far behind I don't know if you're aware of some opportunities like that let me know feel free to shoot

me an email and talking about mistol I want to mention one more thing they actually shipped updates to luchette or Lea like the cat in French whatever it might be this thing is super Speedy now Mr Large has always been very capable so let's give this a shot and with their new who what the heck I barely managed to finish my sentence what okay once more hit enter one two 3 holy moly okay that was super fast I got to enable the canvas feature here like so and let's see how it works with that and instantly look this is almost instant pretty impressive it does it and they have this artifact feature that's what I was trying to say here and all of this is super free they also have Pro plans now but the nice thing about Mistro's chat interface here has always been that you got their models their version of gpts and everything at no cost really I guess you have Pro plans if you're going to use a lot but there you go if you're looking for something that is 12 times faster than GPT 40 for cheaper that might have a few less features but it's free to use you can give this one a shot

okay so next up we have an app called refusion and basically this is the first AI music generator that works pretty much as well as some of the paid options but this thing is completely free at least for now so if you ever wanted to create some songs but you were deterred by the paid walls check this out because the quality is topnotch these vocals sound like humans and not like a ey this just sounds good okay one more example impressive and not just vocals check this one out this one is AO I don't know about you I feeling this one yeah got to agree with Robie Delta here making this free is pretty Legendary all right next up I

want to briefly show you something that me and the team actually created over the past months it's a little self assessment quiz that takes less than a minute that will recommend custom generative AI learning resources for you and it's 100% free check it out you can just go to the first link in the description I can answer these questions it's just a few super basic questions and you will receive free recommendations one of them is a list of prompts that we have found to work really well for your particular level and interest for example these business focus prompts work really well like applying these real world case studies to your own business now these are the more advanced ones if you're already experienced with AI if you have less experience will'll give you simpler prompts to start with and it comes at no cost just as a part of filling this out you opt into our Weekly Newsletter that's it so if you like what you see in these videos go ahead and get your custom prompt recommendations a free guide and a course recommendation within our community as a part of it for free right now first l in the description okay let's look at the next piece of AI news that you can use next up we have

this story and hm maybe not entirely something you can use but something you can attempt so anthropic is running a jailbreaking challenge it is eight levels and if you pass all of them there's cash prizes there for you it's pretty straightforward there's a Blog article explaining this and then right here you can take the jailbreaking challenge this the first question right here and you can go try this for yourself if you have some jailbreaking skills but I wanted to point out this little drama that has been unfolded on X because py deliberator one of the popular jailbreakers on X actually challenged Fric back to open source the entire data set and if they do that he'll do all eight levels on his live stream and then Yan from aeropic comes back saying we don't want to open source the data set but we might provide a different incentive stay tuned and py right here with the most legendary answer of them all it's going to be legend wait for it I'm allergic to money so don't bother my incentives are aligned with what's best for the community and the future of AI are yours Dairy ball isn't your cordan so I'm going to be following this pretty interesting story right here and if you want to give jailbreaking these eight questions a shot you can try it according to anthropic right now nobody solved anything beyond level three okay

another quick story that I wanted to throw in here is one of the top video models getting one of the best features that was originally released by Runway but now as to be expected all these other video generators are also getting some of the tooling this one is called director mode and you can basically control the camera and this one also comes with various presets what I really like about some of these video generation tools is that they come with Comprehensive tutorials so right here there's an entire notion page they made that shows you all the different presets how to use them what you can expect from a shot of this goat if you apply the pushing preset on it okay hold up my bad that's actually a sheep that is being pushed in on so there you go if you're AI video user I think this is one of the most convenient thing they can add to your toolkit you get to actually control how the camera moves in the scene okay

here's a story that I sort of wanted to feature but I wasn't a little sure I'm doing it anyway and I would love your feedback on this it's basically humanoid robots entering the market and this could be considered AI it's definitely news and you can also use it so it sort of hits the criteria of this show but then on the other hand it's more like hardware and we look at lot of software apps and new features here anyway if you're interested in this out of all the things I've personally seen I really enjoyed this little segment from popular live streamer that you might know named Kai sinat and he basically bought one of these $70,000 robots and unbox it on stream and studed playing with it you know started bullying a little bit as you do with these humanoids I suppose and I just wanted to point your attention towards this is a category that I personally am closely following but I'm not entirely sure that it fits the theme of this channel but heck when these things come out I would love to review and test them for you here at the very least I'll be frowing in a story like this here and there and I just figured if you don't want to spend $70,000 yourself and want to see what this can basically do and what the unboxing experience of something like this looks like I mean it's a new product category to something that is very close to generative AI applications I'd recommend to check out this video I had a good time watching this all right and that's really everything I have for you today to run things out I want to mention that we did a live stream earlier this week which looked at various thinking model use cases so if you're looking at all these releases like Gemini advance that is thinking like ofre mini or even R1 and you're just wondering what are some unique use cases for this what could I be using this for I ran a 1our long live stream on the channel where we looked at various Community challenge submissions of what people watching this channel are actually using this for I picked the five best ones covered them in one hour and I truly believe that everybody can learn something new in there about how to best utilize these thinking models for yourself so go check out that stream maybe put it on while you commute or cook and other than that I will see you next week