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- š»ChatGPT is now on steroids, IBM replaces 7800 jobs with AI, Godfather of AI regrets his work and StarCoder!
š»ChatGPT is now on steroids, IBM replaces 7800 jobs with AI, Godfather of AI regrets his work and StarCoder!
Catch Up With This Week's A.I. News And Learn About Another A.I. Tool.
Hello everyone!
Weāve got a lot to cover today! So letās get right to itā¦
Hereās the agenda for today:
IBM is replacing 7,800 jobs with AI
The Godfather of AI regrets his lifeās work
ChatGPT and MidJourney Updates
StarCoder allows everyone to write code
Reading time: 5 minutes and 23 seconds
News Reel:
Highlight 1: IBM is replacing 7,800 jobs with AI!
Itās finally happeningā¦ AI is officially replacing humans š¬. It was Buzzfeed and now IBM. Hereās a summary of what happened:
Arvind Krishna - IBM CEO
IBM CEO Arvind Krishna has said that IBM is slowing or suspending hiring for any jobs that could be done by AI, which amounts to roughly 26,000 positions, including human resources and other non-customer-facing roles.
Moreover, Krishna said that 30% of those jobs could get replaced by AI and automation over a five-year periodš«.
IBM currently employs about 260,000 people, and it's unclear what may be on the chopping block next.
This appears to be one of the first times a company has been this straightforward about its plans to replace human workers with AI, but it is not the first time it has happened, as BuzzFeed has already closed its news division and begun publishing AI quizzes and contentš.
AI taking over human jobs (generated by author)
Itās unclear, which other jobs may be replaced by AI but for now, it seems to be those that do not involve the customer front. Regardless, it doesnāt bode well for us looking for jobsš¬.
Hereās the detailed article from Futurism.
Highlight 2: Geoffrey Hinton, regarded as the āThe Godfather of AI,ā leaves Google and says he regrets his lifeās work!
Geoffrey Hinton - The Godfather of AI
Geoffrey Hinton, widely considered āThe Godfather of AIā š© changed the AI world twice: first with the concept of neural networks and second with deep learning (the foundation of ChatGPT). He announced that he was leaving Google and regrets his lifeās work because he believes it could wipe out humanity š¤Æ. Hereās a summary of what Hinton said:
A quote that really stuck with us - he said, āIt is like aliens have landed on our planet and we havenāt quite realized it yet because they speak very good English.ā š¢
He loathed the development of autonomous weapons and left his US job because of the State Department's funding of AI. He also is worried about its ability to spread fake news.
Google has a large language model called Palm which has the capability of understanding humor. This shocked Hinton and made him think that this could be a better form of intelligence as it surpassed factual data analysis.
Hinton believes that biological intelligence will be replaced by digital intelligence š§ . With tech giants competing to be the ātop dog,ā this process is speeding up.
AI bosses (generated by author)
He blamed Microsoft for this situation. Hinton claims Google had AI for years but never released Chatbots but as soon as OpenAI gave ChatGPT to Microsoft, Google had to put what they had āout there.āāļø
Evolutions state that āthe species that produce more viable offspring wins and AI is beating us in that raceā. As soon as digital intelligence becomes more efficient, humans could be vulnerable to AI manipulation according to Hinton š”ļø.
Hereās the whole article from Spectator. Weād highly recommend going through it. Itās sure to scare you and think of AI differently than you did before.
Highlight 3: ChatGPT has a new plugin called Code Interpreter and MidJourney introduces a new version.
ChatGPT has introduced a code interpreter plugin that performs several basic tasks such as GIF creation, basic video editing, and creating visualization maps to name a few.
This was kind of delightful: I uploaded a CSV file of every lighthouse location in the US.
"ChatGPT Code Interpreter: Create a gif of a map of the lighthouse locations, where the map is very dark but each lighthouse twinkles." A couple seconds later...
ā Ethan Mollick (@emollick)
5:29 PM ā¢ May 2, 2023
ChatGPT has taken the world by storm since its inception; however, this new update could be the biggest one yet. Till now, ChatGPT was limited to text outputs but no more. Hereās a summary of the new update:
OpenAI endows ChatGPT with the ability to browse the internet with the help of plugins, opening up new possibilities for developers š§āš».
The ChatGPT code interpreter plugin provides a working Python interpreter that allows ChatGPT to solve mathematical problemsš§®, perform data analysis and data visualization šŗļø, and convert files across formats.
The plugin enhances ChatGPT's ability to produce codes from inputs in natural language (the English we speak) and offers results inside a dialogue box.
The plugin is capable of performing basic video editing, converting GIFs into longer MP4 videos, and uploading location data to create a visualized map š½ļø.
It can also extract colors from an image to create a palette šØ, compress large images and even analyze Bitcoin datasetsš®.
I recently tried the plugin and it is incredibleš¤Æ. I uploaded data about my Spotify most heard, playlists, and favorite artists and it understood my music taste pretty well! Here is another example of its use case:
ChatGPT Code Interpreter (alpha) renders an animated GIF: twitter.com/i/web/status/1ā¦
ā Riley Goodside (@goodside)
3:20 PM ā¢ Apr 28, 2023
Here is a detailed article for you from The Indian Express.
On another note, MidJourney has released its new version (5.1). They say that their new version is more coherent, sharp, and beautiful. From experience, it is also much better at recreating faces. Hereās a comparison of a basic prompt:
Elon Musk singing at Coachella in v5 (left) and v5.1 (right)
MidJourney has also added a āRAWā mode for expert users to reduce the 'opinionatedness' of our model and give you more creative control.
A.I. Tool Showcase:
StarCoder:
StarCoder Logo
Tired of ChatGPT getting our code wrong? Hereās StarCoder, made by BigCode (an open-scientific collaboration working on the responsible development of Large Language Models for Code), now everyone can code in more than 80 programming languagesš!
Introducing: š«StarCoder
StarCoder is a 15B LLM for code with 8k context and trained only on permissive data in 80+ programming languages. It can be prompted to reach 40% pass@1 on HumanEval and act as a Tech Assistant.
Try it here: shorturl.at/cYZ06r
Release threadš§µ
ā BigCode (@BigCodeProject)
5:23 PM ā¢ May 4, 2023
Why is this special? A popular Python benchmark is HumanEval which tests if the model can complete basic functions. Both StarCoder and StarCoderBase outperform the largest models, including PaLM, LaMDA (Googleās Large Language Model), and LLaMA (Metaās LLM), despite being significantly smaller. It scored 40% as compared to the othersā 36% š.
Letās use it. Simply chat with or play around with its multiple features. Some features of this tool are:
It can help you write basic code.
Help debug your codeš».
Act as a tech assistant by explaining complex technical topics or even providing instructions to get certain tasks done.
Hereās the chatbot. Simply chat with it and ask it questions to get a code for it. As an example, I asked it to write a basic code in MATLAB that allows me to check whether a particular year is a leap year. This is what it gave me:
The question I inputted in the chatbot
So I copied the code into MATLAB and it works perfectly. Here are my results:
Results obtained in MATLAB
There are several other features you should try out! Hereās a link to the HuggingFace blog that talks more about this tool. Also, hereās the official research paper for those interested.
For those interested in more details:
StarCoder and StarCoderBase were trained on permissively licensed data from GitHub, resulting in models that outperform existing open Code LLMs and match or surpass closed models.
The models can process input up to over 8,000 tokens, enabling a wide range of applications such as autocompletion, modification, and natural language explanations.
The training data consists of permissively licensed code from The Stack 1.2, with personally identifiable information removed.
What do you think about this? Would you still want to learn how to code?
A.I. Art of the Week:
Here is an image that we played around with this week:
Queen Diana and Prince Charles (generated by the author)
Have a great week everyone!
-A.I. Bits
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