ChatGPT's NEW Code Interpreter | What is Possible With It? Will it replace jobs?
Вставка
- Опубліковано 22 лип 2024
- Hi friends! In todays video we are going to be exploring ChatGPTS latest feature, Code Interpreter. This is something I have been waiting for, for a while and was really excited to see what it is capable of. In this video we will cover how to enable ChatGPTs Code Interpreter, prompts you can use with it, using it to analyze data, and what does this mean for the future of jobs with data analysts and data scientists?
Leave in the comments any questions you have! I will do my best to answer every single one of them! Also, give this video a "like" and "subscribe"! I really love all your support and this community we have built!
Timestamps
0:00 The big news
1:00 What are the current capabilities with ChatGPT Code Interpreter
1:50 How to get Code Interpreter on ChatGPT
2:30 How to get a free data set to test on
4:00 How to prompt Code Interpreter to explain a data set
5:00 Using Code Interpreter to share trends in data
6:05 Create a graph with a data analysis using Code Interpreter
7:55 What can Code Interpreter build? Graphs, GIFS,
8:48 Using Code Interpreter to extract colours from an image to create a color palette
10:00 Is Code Interpreter going to take over data analyst or data scientist jobs?
Github: github.com/TiffinTech/react-s...
LinkedIn: / tiffany-janzen
Instagram: / tiffintech
Tiktok: www.tiktok.com/@tiffintech?la...
❤️ Subscribe for more videos using this link ua-cam.com/users/tiffintech?su...
Business inquiries: partnerships@tiffintech.com
SIGNUP FOR MY NEW MONTHLY NEWSLETTER at www.tiffintech.co
✅ Exclusive discounts
✅ Tips from people in the STEM world
✅ Stay up to date with the latest tech events and news
✅ And so much more!
// My Story
I am currently a software developer who once modeled and thought I wanted to pursue a career in the fashion industry. While I was modeling in Hong Kong, I eventually felt the desire to further my education. I decided to depart the modeling world and move back to Canada, knowing that could be the end of my modeling opportunities. I attended Ryerson University for GCM (Graphic Communications Management), as I thought I might still work in the fashion industry in another capacity. It was in my last year of university, I was introduced to a very basic coding course. I instantly fell in love. From there I knew I wanted to pursue software development but didn't have a clue where to start. I didn't want to go back to university as I just completed a four-year degree. I decided to enroll in a 10-week intensive coding Bootcamp. From there I started working at a small startup learning and growing my technical and soft skills. I then transitioned to a larger company where I am a software developer and technical consultant today.
ChatGPT's BIGGEST Feature Yet: Code Interpreter | What is possible with it?
#CodeInterpreter #tiffintech
Hi friends! I hope you enjoy this video. The possibilities of Code Interpreter are amazing. We are going to go through prompts for it, how it can analyze data, graphs it can make and more. Leave any questions or comments you have down below! I will do my best to answer each one! Challenge me to that! haha.
Hi Tiff!!! I really enjoy your videos, not just I learn so much also I love your style and the videos are really enjoyable. Congratulations for reach 300 K suscribers
I have a comprehensive guide/plan to all of this,but it cant be uploaded as a comment,because its to long,so this is the condensed/shorter version.
This is humanities next evolutionary step/steps,anything other than a moneyless,autonomous world/society,would be a sign of us devolving/going backwards;
These things are also crucial to avoid,in the mean time, we don't need to kill our selfs,with war or by not taking care of our planet or by humans not being an interstellar species/a natural disaster is less likely to wipe out a species, that are on more than one planet or multiple planets,but at the same time,we also don't need to make the same mistakes we've made on this planet/earth/we need to learn to take care of planets,before we populate another one,but most likely we are going to be on another planet,before we learn that lesson/start making better decisions in that department,like I said,if we don't kill ourselves with war first,this is the route we need to be going;
We still don't know who will be in charge,but hopefully the voting systems,for laws,regulations and people that are in power,will stay the same and the same rules will stay some what the same,so their power is limited/only reaches so far/even the president now,can't do absolutely anything he wants,which is a good thing,I'm not saying corrupt things don't happen,because they do,but the current system is implemented,to prevent individuals that are in power,from doing absolutely anything they want and these people were also elected by the people,so HOPEFULLY that also means something,but we still don't know if government or corporations will be running things,MOST LIKELY,the government will make sure they remain the enforcers,but time will tell.
The development of advanced AI systems and automation raises important considerations and challenges. While the evolution of AI and automation is predictable, the implementation of a moneyless society and the division of individuals/fairness/implication management, will have some difficult hurdles to over come,but Its possible that certain individuals, such as presidents, governors, regulators and consultants/experts in many different fields, could be considered more valuable and receive more items vs other people. However, it is crucial to carefully determine the criteria for evaluating the value of individuals and prevent the concentration of power or the creation of unjust hierarchies.
Unintended consequences should also be carefully evaluated and mitigated, as changes to complex systems can have far-reaching effects. Just as ecological changes can disrupt natural balances, just as killing off one species, could cause another species to become over populated and kill off another species, because the species we killed off, ate that species and without the species we killed,that species could kill off another species,because that species was over populating.
Just like that type scenario, major shifts in economic systems and social structures can also have complex and interconnected impacts. Therefore, any transition or transformation should be approached with comprehensive analysis, consideration of feedback from experts, and ongoing evaluation to minimize negative consequences.
To address these challenges, a broad outline for a plan is listed below, but it requires revision and optimization,CONSTANTLY/variables are CONSTANTLY being added to the equation,that could cause A LOT of problems,if the plan is not evaluated and optimized,CONSTANTLY. The plan includes defining the vision and goals of a moneyless society, developing AI regulation and laws, ensuring AI and automation responsiveness, designing resource allocation mechanisms, addressing social value, establishing enforcement mechanisms, planning for ecological sustainability, and continuously evaluating and adapting the system.
In terms of job roles that may be in demand, some positions would focus on evaluating and optimizing economies, providing consultancy services, managing risks, promoting sustainability, fostering innovation, facilitating entrepreneurship, and assessing social impact. These roles would contribute to economic stability and ensure equitable distribution of benefits from AI/automation/machines/robots. Additionally, roles related to new/optimized technology development and scientific discoveries would remain valuable, and they will continually introduce new variables into the system as well.
It is important to remember that while AI systems excel in certain areas, human oversight is essential for empathy, subjective judgment, and ethical decision-making. Comprehensive regulations and governance are necessary to guide AI development and deployment while considering ethics, privacy, transparency, bias, and accountability. Engaging experts and involving the wider community in the decision-making processes is crucial for developing effective regulations and aligning outcomes with societal values.
In conclusion, while AI can automate basically all tasks and AI is WAY MORE efficient compared to humans,humans are still needed for things like, human judgment and ethical consideration, which are necessary to evaluate broader implications and make decisions in the best interest of society. Responsible AI integration requires ongoing evaluation, monitoring, interdisciplinary collaboration, and community involvement. Hearing others' perspectives and thoughts on these matters is valuable for fostering a comprehensive and inclusive approach to this new world/society.
People are definitely neive and over confident. Only a few outcomes can come from the implementation of Machines/Robots/Automation/AI.
One: a world where no jobs are available to humans and a moneyless society/Socialism would be implemented/a system where items were divide out/divided out.
Two: We revert back to our old ways/by being more self sufficient/sustainable/by raising livestock/growing food/by trading goods and services.
Three: humans/business owners realize/come to the conclusion that there is no money in machines/robots/automation/AI/it sounds good right now to pay/invest just one of your minimum wage employees salary for one year, to obtain an AI robot that can replace all of your current employees,but what will be realized is,if no one has jobs/money,no one will have money to pay for your product/subscriptions/ad revenue/what you are selling/every employee hired,is a potential profit/that employee or someone elses employee MAY buy your product/employees are good investments.
Four: AI becomes self aware/a skynet/terminator scenario/outcome,becomes humans reality/AI/Robots try to take out humans or like in IRobot, the AI realizes,to preserve humans/to follow all of the robots rules, a few humans need to be taken out,because humans are over populating earth and not using renewable energy and they are not trying to keep/create a smaller carbon foot print/all humans arent trying to be eco friendly,so to save humans,some of the population of humans need to be taken out.
The only jobs AI/robots create, is AI regulation jobs and FOR NOW,these machines/AI will PROBABLY need to be built/programmed/updated/maintained, by humans,FOR NOW and this also depends on the route taken by these companies/cars can be built autonomously,so it wouldn't be to surprising,to see robots/AI being built/maintained fully autonomously/A LOT of things can be automated, even now/in todays day and time and DEFINITELY in the future, but the question is,will companies see the value in the investment of humans/this may not be seen right away/it may take time for companies to realize, money comes from humans,not robots,either way,even now, the need/demand for people/human are going to go WAY DOWN,but we will just have to see where things go,but I think in the far future,OR MAYBE not so distant future/ our next evolutionary step is a moneyless society/socialism/a fully autonomous world,how this plays out/works exactly,is yet to be determined,granted we DEFINITELY don't need to get to lazy/we should still be doing things,but A LOT of people are DEFINITELY going to feel like,they will never be good enough/they could never compete with AI/Robots; Humans will NEED to find other purposes,I also wouldn't be surprised to see a resistance type group/extremist group,that try to damage/destroy servers/robots/AI/equipment,at some point,I know that sounds crazy,but if people's purpose/lively hoods/jobs/income are in jeopardy and they don't see a solution,fear/anger or both MAY take over,in some people.
What do you think humans will realize/what conclusion do you think humans will come to, regarding this?
What do you think the outcome will be with all of this?
You need to keep in mind,what we are seeing is just whats available to the general public, when it comes to AI,company's/corporation's/government will have AI that is MUCH MORE capable,also A LOT of OpenAI/GPT is dumbed down, so server resources aren't over whelmed and for legal purposes/so AI isn't as harmful to society and also so these companies don't get sued as much OR shut down entirely.
Also generational wealth,if not replinished,will not last forever.
Also warehouses can run fully autonomously now too,Autonomous vehichles with Lidar,GPS and cameras are very capable too.
Robots that move items around are available now too.
Digital jobs/programming and so on are being automated too.
Humans are on the verge of not being needed,in traditional ways.
With this fast in ai development .
all repetitive work using computers can be automated within 3 years
@@carkawalakhatulistiwa Heres a few examples of why ALL jobs are going to become obsolete, for humans,EVENTUALLY,SOME sooner rather than later,but also keep in mind,these technologies are only going to get better/more efficient/more effective and these things are already possible, so the likeliness of a robot, not being able to do your job and not being able to do your job better than you as well,is really low/its inevitable for robots/AI to render humans obsolete,when it comes to needing humans, to accomplish tasks, not only will colleges only be for fun/hobbies in the future,because of AI and Robots, other technologies will render humans obsolete as well; Here are a few examples of whats been shown/used,so far, Sophia an AI Robot,Artemis Robot,which is a soccer/football playing robot,Boston Dynamics Robots,this company has contracts with Darpa/their robots are aggressive looking,Miso Robotics,this is a company that makes fast food cooking robots,such as Flippy, CookRight and Sippy; Also warehouse technology robots, like Toyota's Autonomous Forklift,Squid,Squid runs on rails,that go from the ground level,upto bays,which allow squid,to pick/pull items out of bays autonomously,Max AI Visual Identification System,is used to identify items and sort them or do certain things with items,it could be used to sort trash/recyclables on a conveyer belt autonomously,Autonomous Mobile Robots AMRs,this robot is used in warehouses,to retrieve/pull items and then take them to other locations,Handle Robot,Handle is a mobile robot that combines the rough-terrain capability of legs, with the efficiency of wheels. It is designed for material-handling applications, and features a manipulator arm capable of picking up heavy boxes,handle uses a swinging "tail" to counterbalance the weight of its arm, when it is holding a heavy box;SuperPick Polybag Picking System is a robotic solution designed by Soft Robotics Inc,the system is intended to enable e-commerce operations to automate the handling, scanning, and loading of outbound orders and returns,Starship Technologies make autonomous delivery robots,which are six-wheeled ground robots that can navigate streets and sidewalks autonomously. They are designed to be safe and robust, offering on-demand package delivery for consumers and businesses. Some have said the robots look like beer coolers,most likely this assessment came from young college kids,since currently that is where the robot/company makes most of their deliveries/this is where most of their business is carried out, on college campuses;Starship Technologies,robots can deliver a variety of items. They are currently available to deliver items on college campuses around the world, where they can deliver food, drinks, office stationery and tools. They are designed to make food and package deliveries more efficient, convenient and sustainable.
,Kiwi,Robo Mart,TeleRetail,Scout Robot,are examples of autonomous mobile robot stores; Construction robots/companies like BAUBOT,OKIBO,Hilti JAIBOT,Dusty Robotics,ULC Robotics,Built Robotics are available now as well; Also medical robots like The da Vinci Surgical Robot,also other companies like Edge Innovations, ABB Ltd,FANUC,Epson,KUKA,Staubli,just to name a few.
These are the different type of welding robots that are available as well:
Resistance Spot Welding Robots
Collaborative Welding Robots
Shielded Metal Arc Welding Robots (SMAW)
Robotic Gas Metal Arc Welding (GMAW/MIG)
Robotic Gas Tungsten Arc Welding (GTAW/TIG)
Robot Laser Welding.
Plasma Welding Robot.
Heres a list of companies that produce welding robots:
EVS
Panasonic
SUMIG Robotics
Kawasaki
Yaskawa Motoman
Fanuc
Comau
A LOT of jobs/workers are becoming obsolete/cashiers,warehouse workers/line workers,construction workers/the self driving field is accomplishing A LOT right now too/Elon Musk,is missing a key component/technology, and thats lidar;Also the U.S. military has had autonomous planes for decades,so pilots are Becoming obsolete as well.
A LOT can be prepped at night for construction workers/machines can be ran at night, also window installing and cleaning bots are a thing now as well.
Also autonomous agricultural bots/robots are a thing now as well.
Drs MAY become obsolete as well/their jobs could/will eventually be taken over by AI/ bots/bots ALREADY do A LOT of surgery, such as Coronary artery bypass ,cutting away cancer tissue from sensitive parts of the body ,such as blood vessels, nerves, or important body organs,Gallbladder removal, Hip Replacement, Hysterectomy,Kidney removal, kidney transplant,Mitral Valve Repair,Pyeloplasty ,surgery to correct ureteropelvic junction obstruction,Pyloroplasty,Radical Prostatectomy,Radical cystectomy,Tubal ligation.
This is happening more and more NOW too, Brick and Mortar is some what going away/ more stores will either close and open up a distribution center or become a distribution center, door dash will handle that, AND AT SOME POINT, Door Dash will be FULLY AUTONOMOUS as well/the vehicles will be self driving and robots will load and unload the vehicles, Door Dash MAY NOT be the ending company/the only company doing this, BUT a company/companies will be doing this.
Probably SOON employees that unload trucks, stock shelves, truck drivers, should go next, because of self driving vehicles and arms, connected to vehicles, which will drop the package out, once the vehicles in position or an autonomous drone or some other type of robot, will make the delivery.
Also think about how much a human can lift, if lucky, you MIGHT get one that can lift 250 pounds, a robot could lift 1000pounds, robots don't need breaks, as often/they can charge up, while another one replaces them, they don't get paid/need money, they don't get sick,they don't have feelings or rights/its a machine, so basically its easier to deal with,also at some point they will be fixing them selves; Or another bot/robot,will fix/maintain/repair and so on,other robots/EVENTUALLY they will be able to fix them selfs or another bot will aid in repairing them/other robots.
Electricians MIGHT be okay, well, MAYBE for a little while, I mean think about it, how hard is it, to see colors/distinguish green/ground,White/Neutral,Red and black/hot/a camera paired with AI or even just IFTTT and a camera,could handle that, also electricians ALREADY consult machines/voltage meters, to diagnose problems/figure things out/ALL of that could be on a machine/bot and be handled MUCH quicker/more efficiently/effectively, with a bot.
Auto mechanics MAY be the next to go, especially if bots, could get in tight places easier/sync with the whole car/have a diagnostic reader on board, lift an entire engine/the whole car, on its own/vehicles are already assembled by robots/vehicle manufacturing plants use robots for,painting, welding, assembly, and material handling,ALREADY/An average car has about 30,000 parts. Once those parts are manufactured and brought to the final production line, it takes companie's robots about 18 to 35 hours to produce one mass-market vehicle, from welding to full engine assembly to painting, another example of all of this is Tesla/ to meet Tesla's uncompromising production goals, Musk settled on an equally uncompromising production strategy, full automation, no ifs, ands or buts. The goal was to remove every single human operator and only stop when the facility looked like an alien spaceship,according to musk/these are musks words.
This is a semi comprehensive list of obsolete jobs/fields right now,that are obsolete,eventually everyone will be obsolete though,at least in the sense that a robot can do your job better than you can,from a practical stand point;
Machines/robots/Automation/AI could easily ruine/destroy the economy/push society/people/humans to a moneyless society/to socialism or force people to revert back,or become more self reliant/people would need to raise their own farm animals,grow their own plants/make their own clothes/things/trade may be needed more as well,the honest truth is,all of these companies are putting them selfs out of business as well/they probably think that,if they don't release Chat GPT/a GPT/AI competitor,they will fall behind/become obsolete as a company,but at the same time, NO ONE will have any money to buy services/products,so no one can pay for a subscription and ad revenue won't work,because no one will have money to buy products,so theres no point in advertising,also rich people's money/generational wealth only lasts so long,if its not replenished, also honestly every employee/human hired,is a potential profit/those employees will purchase your products,if not yours,someone elses employee will purchase your products,IF your products are in demand,if there not in demand,you have a bigger problem,than people not having money to buy your products,Machines/AI/Robots don't need your products and these machines also have to be purchased by companie owners/it might sound appealing right now,to spend one minimum wagers yearly earnings on a machine,that can replace all of your hired employees, but EVENTUALLY if everyone's replaced and rich people's/generational wealth runs out,you will no longer be able to sell your products,because no one has money to buy them, obviously eventually it will be all jobs,at least until rich people/business owners realize this and decide humans are the better investment,but heres the list for right now, of jobs that will be going away/jobs that are obsolete.
Research and analysis/data analyzing
Warehouse workers
Manufacturing And Production
Marketing And Advertising
Financing and banking
Customer Service Jobs
Proof Reading
Retail
Media And Marketing
Legal Services
Insurance Underwriting
Sales
Quality Control.
Thank you so much for bringing these updates without all the sensationalism we're seeing all over UA-cam. I'm very new to tech (looking for my first internship), and your channel is one of the few where I can get informed about this without getting anxious and scared.
This just made my day.. thank you so much!! Yes there is a lot of "click bate" and hype going on. We need to be realistic! That is great you are looking for your first internship, you got this!
Thanks Tiff for share this contend with us. You´re simple the best!
You're so welcome! I appreciate that!
Love it. Makes learning the more difficult topics, easier.
Great to hear! Thank you :)
Congratulations Tiff for reaching 300 k subscribers
Thank you so much!!!
thank you for the tip to enable the beta in settings, that was super helpful!
Glad to hear it!
Informative video as always ❤
Thank you so much!! Wishing you all the best
The correlation graph is most likely created using a Python data visualization library (Seaborn). The no-code interface will definitely revolutionize various data analysis fields.
Wow 😳😲 amazing 🤩
Thank you! Cheers!
Love to see you again❤
Yay! How is your week going? Wishing you a great day
So Tiffany what’s your suggestion would be to keep our job around powerful AI. I m already concern about my job future
It does work with other programming languages besides Python despite what the documentation says. I got it to write some JavaScript and PHP code just this morning.
This channel is the paradise 😢❤ elsewhere is waging war against AI. Even my former workplace and some of my friends are against AI. Feel sad bc I’m an AI major student
Hi, I'm from São Paulo! Yeah Very cool! Abraço!!!
Cheers!! Wishing you a great week!
@@TiffInTech Thank you! To you too!
It can also convert code files, I had a old JS with a ton of jquery code and I asked to convert that uploaded file to pure JS ES6 and it worked fine. Of course the code quality itself it's still not amazing and I noticed that several functions even they looked the same he converted using different styles/techniques but still quiet impressive.
Thanks for sharing! This is good to know!
@@TiffInTech by the way, just tried Claude 2 today and it's way better for coding, it's quiet impressive actually dealing at least with JS, much better than ChatGPT 4 + Code Interpreter. Will try other languages later on.
@@TiffInTechWith this fast in ai development .
all repetitive work using computers can be automated within 3 years
haha Love the "A few hours later..."
haha! Whhhhy do all websites want my data! :P
Hello Tiffany!
I found programming language to use in my work.
C, C++ for organic electric circuits.
It’s difficult for me, I will try to use a lot .
Oh that is great to hear you found what works best! You got this. It takes time!
That's so helpful. I'm still trying to wrap my mind around how tech got to this point lol. Future is now 🕴️
It really is!!
I think it's worth while to manually recreate the graphs and charts and spot check some of the findings to ensure the model is not just making up results.
Most definitely!
1st click dear ❤️❤️❤️
Chat gpt can be . Because it is doing great job.
But in some case it also fails .It has many things to develop & update . Let's see 😁
Yay!! Happy you are here! Hope your day is going great Suhin
@@TiffInTech ❤️❤️❤️
How can we make Ai like ChatGpt
Wowwww
Hope you are having a great day!
2:15 - I didn't know this. I assumed that CI and Plugins weren't available in Canada so I canceled my plan!
Yes!! It is available in Canada
Hi Tiff..... I am from Pakistan and love to watch you videos....❤ I am a self learned full stack javaScript web developer and also a mother of two kids.... I am constantly working on expanding my skillset and learning something new but I fear that AI may take my job soon.... What do you think about web development.....?
Thank you!! I wouldnt worry about that. Focus on what you enjoy and you will excel in that. Embrace AI and it wont take your job :)
AI will definitely change how people - those in knowledge/creative professions - do their jobs, and that includes web development. But the skills to do things the old (non-AI) way will remain relevant. The more you know the underlying technologies, processes, principles, etc., the better you'll be able to use AI and to integrate the different pieces. I'd say keep developing your knowledge of web technologies, and at the same time try to incorporate AI into your workflows. Also, as you use AI, learn from it too.
And, by the way, I really like your growth mindset. I can imagine how hard it can be for a mother of two to find the time and energy. Happy learning.
@@barspinoza thank you.... yeah it is really hard but I like to challenge myself all the times....
More importantly, is Code Interpreter available for developers to use in their projects? Businesses can't run their data out in the open using ChatGPT.
It is something I would only use for personal projects not using your business data of course!
Big reason why I don't use ChatGPT that much is because it keeps giving generic error. I am definitely not going to pay for something that might or might not work.
So many people speaking highly of it, I must not be using it correctly because I found it to be rubbish for data analysis (one of the functions it claims to have). I thought it would at least help with processing, but no, it doesn't even do the basics. You have to make everything neat and tidy for it. Then you ask it to perform a simple analysis, on a simple document, and it brings back everything wrong!
So, if you know what you're doing, there are much faster and reliable ways to do it, and if you don't, besides struggling a bit, you'll receive a lot of completely wrong information and won't even know it's wrong.
True but then will companies risk placing their data into an Ai? Something to ponder.
Most definitely! I think using it for fun side projects or experimenting right now is the way to go. I wouldn't suggest putting in data of a company you work at!! Unless given permission of course
love how you say "beta" :D!! 🤟
hahah I was wondering if anyone would think I say it funny! :D
@@TiffInTech Well, there's also beeta (the British way) and veeta (the Greek way).
@@dankelleyns very true!! :D
The subscription is worth to purchase or stick with the free one ☝️
It really depends. I like to tinker around on it so I find it worth it!
chatgpt is awesome with boilerplate code, is still not smart enough to generate an entire software on its own that you can rely on, or maybe it is and that software is meant to be a neuron for skynet.
Most definitely!! It has a long way to go
We 😂😂😂 ❤
I wrote a book with the assistance of ChatGPT
I prompted ChatGPT to write me a book?
ChatGPT and I, we wrote a book? 😅😅😅
haha what really oh wow what kind of book
Couch Potato Hustlers
A quick guide to getting off the couch!
Introduction:
The support and love of the hustler's family play a significant role in their journey to success. In this final chapter, we will celebrate the hustle and highlight the importance of motivation and family support. We will provide insights and guidance on how to maintain motivation, nurture family relationships, and celebrate achievements together.
break; // let's think
hi!
Try Claude 2 better faster cheaper
thanks for sharing!!
If there's money there wil ve jobs
Very true!
Why don't you educate yourself on technology that moves 10 times the speed that you can educate yourself at? By the time that you've mastered technology from yesterday, you're already behind...
gotta start somewhere :)
It bothers me the way she pronounces Beta. It is bay-ta okay.
hahah Im sorry
funny channel)))u are not in it))
haha sorry what?
I don't trust on people that put their face on every thumbnail... all videos watch all empty in content...
Eliminate "also too" from your vocabulary
Cheers!
I have tried the code interpreter it’s really good. Great video tiff 🩶 agree that you got to embrace the AI 😂
Thank you!! 😁 Hope you are having a great day!
well at least actors have the right attitude about AI