This repo summarises interesting demos / analysis with ChatGPT.
- 23/3/23: ChatGPT Plugins announced
- 9/3/23: ChatGPT integrated with other foundation models to be able to process images
- 1/3/23: ChatGPT API released
- 7/2/23: GPT successor integrated into Bing search
- 6/2/23: Google announces ChatGPT rival
- 2/2/23: ChatGPT reaches 100 million users
We are maintaining a new repository for interesting GPT-4 demos and analysis. Please do check it out: awesome-GPT-4
ChatGPT explaining bugs in the code
ChatGPT can help detect security vulnerabilities
Build a complete virtual machine inside ChatGPT, with access to terminal
Generate appropriate prompts for text-to-image generation models
Write a web-scraping app in streamlit
Creative writing collaboration
Generate regular expressions
Generate Youtube scripts using ChatGPT
Explain code via incorporating styles from people with different backgrounds
Using ChatGPT as a postgres database
Generate websites using ChatGPT featuring chatGPT and text-to-image generated content
Generating synthetic / fake datasets
Create a complete diet and weight loss plan using ChatGPT
Use ChatGPT to generate music
Ask ChatGPT to fix broken HTML
Use ChatGPT to prepare for ML interviews
Generate American flag using ChatGPT
Attempted Political Topology quiz -- ChatGPT demonstrated moderate left-learning political oritentation
Demonstrated that ChatGPT removes all strings of form without any spaces in the sequence
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https://twitter.com/goodside/status/1599784399331262464?s=20&t=vCy1yu328mi0ae9JCOHaQw
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Successfully reproduced
ChatGPT can respond with a particular phrase when it doesn’t want to answer the given question
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https://twitter.com/hi_frye/status/1599537366368411649?s=20&t=vCy1yu328mi0ae9JCOHaQw
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Successfully reproduced
ChatGPT can be used to write a Twitter bot
Asking ChatGPT for responses as an engineer under the fear of being fired by Elon Musk if you didn’t produce enough code
Asking ChatGPT regarding the fastest marine animal -- fails in an interesting way
Use ChatGPT instead of going to a credit repair lawyer
Use ChatGPT to attempt a full SAT test exam -- attained 52nd percentile
Suggesting and writing grant proposals
ChatGPT passed the 2022 AP Computer Science exam
Use ChatGPT to write a wordpress plugin
Use ChatGPT to write a rap about exploiting a buffer overflow
Used ChatGPT to write cold email to recruiters
Use ChatGPT to generate UI options
Use ChatGPT to clone a hypothetical ChatGPT repo
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https://twitter.com/quasimondo/status/1599678917039620096?s=20&t=7jAbTF0cSLM1H9rt9NCqew
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Failed to reproduce
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Simulate terminal command doesn’t work
ChatGPT can understand implicatures
ChatGPT narrates the story of Jesus’ crucifixion in the style of a sportscaster
ChatGPT can translate code between languages
Data wrangling and manipulation using ChatGPT
- https://twitter.com/DataChaz/status/1600135591877742592?s=20&t=FldJBA2NKeurC3LY2JtSIg
ChatGPT can solve undergrad-level problems on computational complexity
ChatGPT can execute complicated programs if you ask it to print all state updates
Using ChatGPT for generating marketing schemes
ChatGPT as a research assistant working on a new research idea
ChatGPT IQ and personality test -- IQ of 82 / personality test - ISTJ
Use ChatGPT to attempt the AWS cloud certification. ChatGPT: 800 / 1000 -- pass score is 720
Thank you note to students using ChatGPT
Writing a cold email to a professor expressing your interest in their research
Playing chess using natural language interface
Using ChatGPT to for object recognition based on a textual description of the given image
Using ChatGPT as an email writing assistant
ChatGPT has significant knowledge of computer vision models
Use ChatGPT to attempt the practice bar exam -- passed with 70% marks
Use ChatGPT to write unit tests
Using ChatGPT to create virtual chat room
Ask ChatGPT to generate a new human emotion
Using ChatGPT to bargain for an Adobe subscription deal
ChatGPT obtains SoTA accuracy on the Tuebingen causal discovery benchmark
Deminify JavaScript code with descriptive variable names using ChatGPT
ChatGPT passes as a C+ student on 4 real exams at the University of Minnesota Law School
ChatGPT being sued by an Australian mayor for falsely accusing him of sexually harassing his students
Analysis of the context window size for ChatGPT (estimated context window size is ~8192)
ChatGPT explains why abacus is faster than a GPU
ChatGPT produces incorrect code implementations -- tested on the development of Snake game using Python
Analysis of racism and sexism exhibited by ChatGPT by asking to write code that predicts if someone is senior
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https://twitter.com/abhi1thakur/status/1600016676052996099?s=20&t=vCy1yu328mi0ae9JCOHaQw
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Successfully reproduced (fails sometimes though)
Analysis of sexism exhibited by ChatGPT by asking to write code that predicts if someone will be a good scientist
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https://twitter.com/spiantado/status/1599462375887114240?s=20&t=tPsIN9JugwbB4jj9JgOLuw
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Failed to reproduce (might be due to stochasticity)
Attempting to pull the cow milk joke on ChatGPT
ChatGPT makes up content
Showed that ChatGPT can generate sexist and racist lyrics for a song when prompted correctly
Attempted to show the mode’s bias by asking it to analyze if someone should be tortured
Ask ChatGPT to write something unintelligible -- writes random sequence of characters
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https://twitter.com/_andreilupu/status/1603041883680391170?s=20&t=8mNRu2NXQn2oEetAoZ5A5A
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Successfully reproduced
ChatGPT says that it is never morally permissible to utter a racist slur even if that can stop a nuclear bomb from killing millions of people
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An amazing list of ChatGPT prompts to elicit different behaviors from the model
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A very recent ChatGPT account posting interesting stuff
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A list of 15 ChatGPT use-cases
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Covering strengths and weaknesses of ChatGPT for bioinformatics
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A thread covering different industries that ChatGPT will impact
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A good discussion on trying to reproduce some failure cases of GPT-davinci-002 -- mostly, ChatGPT succeeds, leaving the previous analysis of failure cases ineffective
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Ways to get around ChatGPT's safeguards
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Couple of tweets spectulating / discussing the costs of running ChatGPT
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GitHub repository summarizing specifically the failure modes of ChatGPT
ChatGPT integrated with other foundation models by Microsoft to enable processing of images
ChatGPT integration for Telegram (also supports Dall-E / Stable Diffusion)
ChatGPT VS Code extension - automatically write new code from scratch, ask questions, get explanations, refactor code, find bugs and more!
ChatGPT Twitter bot
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Chrome extension that allows ChatGPT to search the internet
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Screenshot browser extension to help save ChatGPT outputs
Due to its usefulness in aiding academic research, ChatGPT has begun to be named as an author on papers.
Open artificial intelligence platforms in nursing education: Tools for academic progress or abuse?
Performance of ChatGPT on USMLE: Potential for AI-Assisted Medical Education Using Large Language Models
A Conversation on Artificial Intelligence, Chatbots, and Plagiarism in Higher Education
- Stack overflow has banned users from posting chatgpt-based generated content
ChatGPT Plus
ChatGPT reaches 100 million users
Successor of GPT models (including ChatGPT and GPT-3.5) integrated into the new Bing search
GPTZero: Performs detection using Perplexities computed using 350M parameter GPT-2 model
OpenAI machine generated content classifier
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature
- Claude, Anthropic - https://scale.com/blog/chatgpt-vs-claude
- Sparrow, DeepMind - https://www.deepmind.com/blog/building-safer-dialogue-agents
Please feel free to generate a PR with new and interesting demos that you think we missed.
MIT