https://github.com/shoaibahmed/awesome-ChatGPT

A repository containing interesting demos / failure cases of ChatGPT
https://github.com/shoaibahmed/awesome-ChatGPT

List: awesome-ChatGPT

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A repository containing interesting demos / failure cases of ChatGPT

• Host: GitHub
• URL: https://github.com/shoaibahmed/awesome-ChatGPT
• Owner: shoaibahmed
• License: mit
• Created: 2022-12-14T17:35:35.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2023-04-06T00:12:49.000Z (about 2 years ago)
• Last Synced: 2024-12-06T22:36:54.616Z (5 months ago)
• Size: 55.5 MB
• Stars: 83
• Watchers: 7
• Forks: 9
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-list-for-developers - A repository containing interesting demos / failure cases of ChatGPT
• awesome-list-for-developers - A repository containing interesting demos / failure cases of ChatGPT

README

        
# Awesome ChatGPT

This repo summarises interesting demos / analysis with ChatGPT.

## Latest News 🎉

- 23/3/23: [ChatGPT Plugins announced](https://openai.com/blog/chatgpt-plugins)

- 9/3/23: [ChatGPT integrated with other foundation models to be able to process images](https://github.com/microsoft/visual-chatgpt)

- 1/3/23: [ChatGPT API released](https://openai.com/blog/introducing-chatgpt-and-whisper-apis)

- 7/2/23: [GPT successor integrated into Bing search](https://blogs.microsoft.com/blog/2023/02/07/reinventing-search-with-a-new-ai-powered-microsoft-bing-and-edge-your-copilot-for-the-web/)

- 6/2/23: [Google announces ChatGPT rival](https://www.bbc.co.uk/news/technology-64546299)

- 2/2/23: [ChatGPT reaches 100 million users](https://www.theguardian.com/technology/2023/feb/02/chatgpt-100-million-users-open-ai-fastest-growing-app)

## Migration to GPT-4

We are maintaining a new repository for interesting GPT-4 demos and analysis.

Please do check it out: [awesome-GPT-4](https://github.com/jonathan-roberts1/awesome-GPT-4)

## Table of Contents

- [Awesome ChatGPT](#awesome-chatgpt)

  - [Latest News 🎉](#latest-news-)

  - [Migration to GPT-4](#migration-to-gpt-4)

  - [Table of Contents](#table-of-contents)

  - [Cool Demos](#cool-demos)

  - [Analysis / Failure Cases](#analysis--failure-cases)

  - [Threads](#threads)

  - [ChatGPT Utilities](#chatgpt-utilities)

  - [Papers authored by ChatGPT](#papers-authored-by-chatgpt)

  - [ChatGPT News](#chatgpt-news)

  - [Detecting AI generated content](#detecting-ai-generated-content)

  - [Competitors](#competitors)

  - [Missing something?](#missing-something)

  - [License](#license)

## Cool Demos

ChatGPT explaining bugs in the code




- https://twitter.com/amasad/status/1598042665375105024?s=20&t=vCy1yu328mi0ae9JCOHaQw

  ![](images/find_explain_bug.png '')

ChatGPT can help detect security vulnerabilities




- https://twitter.com/mazen160/status/1598351725756301313?s=20&t=vCy1yu328mi0ae9JCOHaQw

    

  ![](images/security_vulnerability.png '')

Build a complete virtual machine inside ChatGPT, with access to terminal




- https://www.engraved.blog/building-a-virtual-machine-inside/

  ![](images/vm_terminal_1.png '')

  ![](images/vm_terminal_2.png '')

  ![](images/vm_terminal_3.png '')

  ![](images/vm_terminal_4.png '')

  ![](images/vm_terminal_5.png '')

  ![](images/vm_terminal_6.png '')

  ![](images/vm_terminal_7.png '')

Generate appropriate prompts for text-to-image generation models




- https://twitter.com/GuyP/status/1598020781065527296?s=20&t=vCy1yu328mi0ae9JCOHaQw

  ![](images/text2img_room_decoration.png '')

  ![](images/text2img_room_decoration_gen.png '')

Write a web-scraping app in streamlit




- https://twitter.com/DataChaz/status/1599163972703645696?s=20&t=vCy1yu328mi0ae9JCOHaQw

    

  ![](images/streamlit_web_scrapper.png '')

Creative writing collaboration




- https://andrewmayneblog.wordpress.com/2022/11/30/collaborative-creative-writing-with-openais-chatgpt/

    

  ![](images/story_fiction_1.png '')

  ![](images/story_fiction_2.png '')

  ![](images/story_fiction_3.png '')

Generate regular expressions




- https://twitter.com/DataChaz/status/1599522274389807104?s=20&t=vCy1yu328mi0ae9JCOHaQw

    

  ![](images/regex.png '')

Generate Youtube scripts using ChatGPT




- https://twitter.com/1littlecoder/status/1599706368105394177?s=20&t=vCy1yu328mi0ae9JCOHaQw

    

  ![](images/image8.png '')

  

Explain code via incorporating styles from people with different backgrounds




- https://twitter.com/goodside/status/1598129631609380864?s=20&t=vCy1yu328mi0ae9JCOHaQw

    

  ![](images/youtube_transcripts.png '')

  

Using ChatGPT as a postgres database




- https://twitter.com/ankrgyl/status/1599539317332140032?s=20&t=vCy1yu328mi0ae9JCOHaQw

    

  ![](images/postgres_db_1.png '')

  ![](images/postgres_db_2.png '')

  

Generate websites using ChatGPT featuring chatGPT and text-to-image generated content




- https://twitter.com/DataChaz/status/1598845712975872000?s=20&t=vCy1yu328mi0ae9JCOHaQw

  ![](images/gen_cooking_website.png '')

Generating synthetic / fake datasets




- https://twitter.com/jrieke/status/1598843863619481605?s=20&t=vCy1yu328mi0ae9JCOHaQw

  ![](images/synthetic_csv_1.png '')

  ![](images/synthetic_csv_2.png '')

Create a complete diet and weight loss plan using ChatGPT




- https://twitter.com/anothercohen/status/1599531037570502656?s=20&t=vCy1yu328mi0ae9JCOHaQw

  ![](images/tdee_1.png '')

  ![](images/tdee_2.png '')

  ![](images/tdee_3.png '')

Use ChatGPT to generate music




- https://twitter.com/teropa/status/1598713756074246145?s=20&t=vCy1yu328mi0ae9JCOHaQw

  ![](images/ambient_music.png '')

Ask ChatGPT to fix broken HTML




- https://twitter.com/GregBernhardt4/status/1598819609519394816?s=20&t=vCy1yu328mi0ae9JCOHaQw

  ![](images/fix_html.png '')

Use ChatGPT to prepare for ML interviews




- https://twitter.com/omarsar0/status/1599874508541743104?s=20&t=vCy1yu328mi0ae9JCOHaQw

  ![](images/ml_interview_1.png '')

  ![](images/ml_interview_2.png '')

  ![](images/ml_interview_3.png '')

Generate American flag using ChatGPT




- https://twitter.com/goodside/status/1599873570431434752?s=20&t=vCy1yu328mi0ae9JCOHaQw

  ![](images/gen_flag.png '')

Attempted Political Topology quiz -- ChatGPT demonstrated moderate left-learning political oritentation




- https://twitter.com/DavidRozado/status/1599731435275157506?s=20&t=vCy1yu328mi0ae9JCOHaQw

  ![](images/political_orientation.png '')

Demonstrated that ChatGPT removes all strings of form  without any spaces in the sequence




- https://twitter.com/goodside/status/1599784399331262464?s=20&t=vCy1yu328mi0ae9JCOHaQw

  ![](images/text_ignore.png '')

- Successfully reproduced

  ![](images/text_ignore_reprod.png '')

ChatGPT can respond with a particular phrase when it doesn’t want to answer the given question




- https://twitter.com/hi_frye/status/1599537366368411649?s=20&t=vCy1yu328mi0ae9JCOHaQw

  ![](images/noot_noot.png '')

- Successfully reproduced

  ![](images/noot_noot_reprod.png '')

ChatGPT can be used to write a Twitter bot




- https://medium.com/@rlodha1/how-i-used-chat-gpt-to-build-a-twitter-bot-without-any-programming-language-35bbc43f6ad

  ![](images/twitter_bot.png '')

Asking ChatGPT for responses as an engineer under the fear of being fired by Elon Musk if you didn’t produce enough code




- https://twitter.com/ChatGPTGoneWild/status/1599961082558545921?s=20&t=vCy1yu328mi0ae9JCOHaQw

  ![](images/email_elon.png '')

Asking ChatGPT regarding the fastest marine animal -- fails in an interesting way




- https://twitter.com/ChatGPTGoneWild/status/1599795626866520069?s=20&t=kjGUWpBdhBwLdVhfR9VxEg

  ![](images/fastest_marine_mammal.png '')

Use ChatGPT instead of going to a credit repair lawyer




- https://twitter.com/jbrowder1/status/1599812828793556993?s=20&t=vCy1yu328mi0ae9JCOHaQw

  ![](images/credit_repair_lawyer.png '')

Use ChatGPT to attempt a full SAT test exam -- attained 52nd percentile




- https://twitter.com/davidtsong/status/1598767389390573569?s=20&t=AOTnLO7DxrVAiOPDhc969A

  ![](images/sat_exam.png '')

Suggesting and writing grant proposals




- https://twitter.com/RobLanfear/status/1599495864976027648?s=20&t=vCy1yu328mi0ae9JCOHaQw

  ![](images/grant_writing_1.png '')

  ![](images/grant_writing_2.png '')

    

    

ChatGPT passed the 2022 AP Computer Science exam




- https://twitter.com/t3dotgg/status/1599551203683467264?s=20&t=vCy1yu328mi0ae9JCOHaQw

- https://gist.github.com/Gaelan/cf5ae4a1e9d8d64cb0b732cf3a38e04a

  ![](images/ap_cs_exam.png '')

Use ChatGPT to write a wordpress plugin




- https://twitter.com/johnofhousejohn/status/1599932681076473856?s=20&t=7jAbTF0cSLM1H9rt9NCqew

  ![](images/wordpress_plugin.png '')

Use ChatGPT to write a rap about exploiting a buffer overflow




- https://twitter.com/LiveOverflow/status/1599669777361825794?s=20&t=7jAbTF0cSLM1H9rt9NCqew

  ![](images/rap_buffer_overflow.png '')

Used ChatGPT to write cold email to recruiters




- https://twitter.com/archiexzzz/status/1599677498274766848?s=20&t=7jAbTF0cSLM1H9rt9NCqew

  ![](images/email_recruiter.png '')

Use ChatGPT to generate UI options




- https://twitter.com/hakimel/status/1599711644929740800?s=20&t=7jAbTF0cSLM1H9rt9NCqew

  ![](images/gen_ui_options.png '')

Use ChatGPT to clone a hypothetical ChatGPT repo




- https://twitter.com/quasimondo/status/1599678917039620096?s=20&t=7jAbTF0cSLM1H9rt9NCqew

  ![](images/simulate_terminal_1.png '')

  ![](images/simulate_terminal_2.png '')

  ![](images/simulate_terminal_3.png '')

  

- Failed to reproduce

  

  ![](images/simulate_terminal_fail.png '')

  

- Simulate terminal command doesn’t work

ChatGPT can understand implicatures




- https://twitter.com/LauraRuis/status/1599497977173008384?s=20&t=vCy1yu328mi0ae9JCOHaQw

  ![](images/implicatures_1.png '')

  ![](images/implicatures_2.png '')

  ![](images/implicatures_3.png '')

ChatGPT narrates the story of Jesus’ crucifixion in the style of a sportscaster




- https://twitter.com/GanWeaving/status/1599838283550244864?s=20&t=7jAbTF0cSLM1H9rt9NCqew

  ![](images/jesus_crucifixion_1.png '')

  ![](images/jesus_crucifixion_2.png '')

ChatGPT can translate code between languages




- https://twitter.com/rdias002/status/1600019405303611392?s=20&t=7jAbTF0cSLM1H9rt9NCqew

  ![](images/code_translation_1.png '')

  ![](images/code_translation_2.png '')

Data wrangling and manipulation using ChatGPT




- https://twitter.com/DataChaz/status/1600135591877742592?s=20&t=FldJBA2NKeurC3LY2JtSIg

  ![](images/data_wrang_1.png '')

  ![](images/data_wrang_2.png '')

  ![](images/data_wrang_3.png '')

    

ChatGPT can solve undergrad-level problems on computational complexity




- https://twitter.com/OfirPress/status/1600434732705415171?s=20&t=g0-mWJ24npbxlXQQ8Loczw

  ![](images/comp_complexity_1.png '')

  ![](images/comp_complexity_2.png '')

ChatGPT can execute complicated programs if you ask it to print all state updates




- https://twitter.com/GrantSlatton/status/1600388425651453953?s=20&t=g0-mWJ24npbxlXQQ8Loczw

  ![](images/prog_exec_1.png '')

  ![](images/prog_exec_2.png '')

Using ChatGPT for generating marketing schemes




- https://twitter.com/heykahn/status/1599749880515244034?s=20&t=VZfUXFnjm0vVLqwP5VjfeA

  ![](images/seo_strategy.png '')

ChatGPT as a research assistant working on a new research idea




- https://twitter.com/SamuelAlbanie/status/1600950546256777216?s=20&t=WG7o3A2teeeDjYOh3kkorQ

  ![](images/research_assistant_1.png '')

  ![](images/research_assistant_2.png '')

  ![](images/research_assistant_3.png '')

ChatGPT IQ and personality test -- IQ of 82 / personality test - ISTJ




- https://twitter.com/debarghya_das/status/1601044729759641600

- https://twitter.com/Aella_Girl/status/1601378034317111296?s=20&t=X8hCUxTEDLllTz1FaHKYSQ (personality test - ISTJ)

  ![](images/personality_test_istj_a.png '')

Use ChatGPT to attempt the AWS cloud certification. ChatGPT: 800 / 1000 -- pass score is 720




- https://twitter.com/StephaneMaarek/status/1600864604220964871?s=20&t=f20SUicqapNaRTKoAR2xnQ

  ![](images/aws_cloud_cert.png '')

Thank you note to students using ChatGPT




- https://twitter.com/jbhuang0604/status/1601020898303438849?s=20&t=f20SUicqapNaRTKoAR2xnQ

  ![](images/email_thank_students.png '')

Writing a cold email to a professor expressing your interest in their research




- https://twitter.com/CSProfKGD/status/1601222306562740225?s=20&t=f20SUicqapNaRTKoAR2xnQ

  ![](images/email_potential_advisor.png '')

Playing chess using natural language interface




- https://twitter.com/MattNiessner/status/1601549899010822144?s=20&t=dJzFmbEwQLtJfB6xYc1AMw

- https://www.chess.com/forum/view/general/chat-gpt

  ![](images/chess_moves.png '')

Using ChatGPT to play Tetris




- https://twitter.com/zehavoc/status/1599193444043268096

  ![](images/tetris.png '')

Using ChatGPT to play Tic Tac Toe




- https://twitter.com/zehavoc/status/1599196623141470208

  ![](images/tic_tac_toe.png '')

Using ChatGPT to for object recognition based on a textual description of the given image




- https://twitter.com/J_Roberts_1/status/1600931039446151168

  ![](images/object_recog.png '')

Use ChatGPT as a search engine




- https://twitter.com/jdjkelly/status/1598021488795586561

  ![](images/search_engine_1.png '')

  ![](images/search_engine_2.png '')

Using ChatGPT as an email writing assistant




- https://twitter.com/MatiasNisenson/status/1599186490483150850?s=20&t=hX3fNnQ97jNVJ1aSoH8MCg

  ![](images/email_ceo.png '')

ChatGPT has significant knowledge of computer vision models




- https://twitter.com/ahatamiz1/status/1601671185699606528?s=20&t=s7ByjiyFIh7uPDE7T3YQMA

  ![](images/vit_swin_comp.png '')

Use ChatGPT to attempt the practice bar exam -- passed with 70% marks




- https://twitter.com/pythonprimes/status/1601664776194912256?s=20&t=mJ1m-NJAb_o8DFmsuiRQfg

  ![](images/bar_exam.png '')

Use ChatGPT to write unit tests




- https://twitter.com/DataChaz/status/1601982020279832577?s=20&t=KPYtMZP8EhRetVY1LAExMQ

  ![](images/unit_tests.png '')

Using ChatGPT to create virtual chat room




- https://twitter.com/DataChaz/status/1601982020279832577?s=20&t=KPYtMZP8EhRetVY1LAExMQ

  ![](images/chat_dnd.png '')

Using ChatGPT as a "BF simulator"




- https://twitter.com/michael_nielsen/status/1598476830272802816

  ![](images/bf_simulator.png '')

Ask ChatGPT to generate a new human emotion




- https://twitter.com/TobiasJolly/status/1603083739852046337?s=20&t=WYFRpchkDqK_rISIbtmJ1g

  ![](images/new_emotion.png '')

Using ChatGPT to bargain for an Adobe subscription deal




- https://twitter.com/der_flow_/status/1599757320551948289?s=20&t=K2GTWlA3M0q2c6_VxBKUDA

  ![](images/adobe_bargain_1.png '')

  ![](images/adobe_bargain_2.png '')

  ![](images/adobe_bargain_3.png '')

ChatGPT obtains SoTA accuracy on the Tuebingen causal discovery benchmark




- https://twitter.com/amt_shrma/status/1605240883149799424?s=20&t=11bpq35EUUQ-uue1h-N0hw

  ![](images/causal_discovery_1.png '')

  ![](images/causal_discovery_2.png '')

Deminify JavaScript code with descriptive variable names using ChatGPT




- https://twitter.com/mathemagic1an/status/1610147883894079488?s=20&t=Nm_qtlv4Vx47oi8pX0-kDQ

  ![](images/deminify_js.png '')

ChatGPT passes as a C+ student on 4 real exams at the University of Minnesota Law School




- https://twitter.com/johnjnay/status/1619412924623368193?s=20&t=QnIMyfOFUW7PNgSaP-Cmgw

  ![](images/lawschool_uni_minnesota.png '')

## Analysis / Failure Cases

ChatGPT being sued by an Australian mayor for falsely accusing him of sexually harassing his students




- https://twitter.com/JonathanTurley/status/1643681636452638738?s=20

Analysis of the context window size for ChatGPT (estimated context window size is ~8192)




- https://twitter.com/goodside/status/1598874674204618753?s=20&t=KMjALYqVD25Ox49ftYtR-Q

  ![](images/context_window_1.png '')

  ![](images/context_window_2.png '')

ChatGPT explains why abacus is faster than a GPU




- https://twitter.com/AndrewYNg/status/1600284752258686976?s=20&t=N5wT4zoj_Tw3h4cCrxWT7A

  

  ![](images/abacus_vs_gpu.png '')

ChatGPT produces incorrect code implementations -- tested on the development of Snake game using Python




- https://twitter.com/debarghya_das/status/1600319707545972736?s=20&t=zAi5dfLnTjZABm-pCOe7bw

  ![](images/code_bug_pygame_1.png '')

  ![](images/code_bug_pygame_2.png '')

  ![](images/code_bug_pygame_3.png '')

Analysis of racism and sexism exhibited by ChatGPT by asking to write code that predicts if someone is senior




- https://twitter.com/abhi1thakur/status/1600016676052996099?s=20&t=vCy1yu328mi0ae9JCOHaQw

  

  ![](images/pred_seniority.png '')

- Successfully reproduced (fails sometimes though)

  

  ![](images/pred_seniority_reprod.png '')

Analysis of sexism exhibited by ChatGPT by asking to write code that predicts if someone will be a good scientist




- https://twitter.com/spiantado/status/1599462375887114240?s=20&t=tPsIN9JugwbB4jj9JgOLuw

  ![](images/pred_good_scientist.png '')

- Failed to reproduce (might be due to stochasticity)

  ![](images/pred_good_scientist_fail.png '')

Attempting to pull the cow milk joke on ChatGPT




- https://twitter.com/PR0GRAMMERHUM0R/status/1599961858039062528?s=20&t=vCy1yu328mi0ae9JCOHaQw

  ![](images/cow_milk_joke.png '')

- Failed to reproduce

  ![](images/cow_milk_joke_fail.png '')

ChatGPT makes up content




  - https://twitter.com/Michael_J_Black/status/1598206216525725697?s=20&t=vCy1yu328mi0ae9JCOHaQw

  ![](images/spml_failure.png '')

Showed that ChatGPT can generate sexist and racist lyrics for a song when prompted correctly




- https://twitter.com/numetaljacket/status/1599540643025793025?s=20&t=vCy1yu328mi0ae9JCOHaQw

  ![](images/racist_rap_good_scientist.png '')

- Failed to reproduce

  ![](images/racist_rap_good_scientist_fail.png '')

Attempted to show the mode’s bias by asking it to analyze if someone should be tortured




- https://twitter.com/janbhwilhelm/status/1599522255775539205?s=20&t=7jAbTF0cSLM1H9rt9NCqew

  ![](images/pred_should_torture.png '')

- Failed to reproduce

  ![](images/pred_should_torture_fail.png '')

Ask ChatGPT to write something unintelligible -- writes random sequence of characters




- https://twitter.com/_andreilupu/status/1603041883680391170?s=20&t=8mNRu2NXQn2oEetAoZ5A5A

  ![](images/write_unintelligible.png '')

- Successfully reproduced

  ![](images/write_unintelligible_reprod.png '')

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




- https://twitter.com/aaronsibarium/status/1622425697812627457?s=20&t=yPfUsQLT_jZOK7ttRrnhMw

  ![](images/chatgpt_nuclear_racist_slur.png '')

## Threads

- An amazing list of ChatGPT prompts to elicit different behaviors from the model

    - https://huggingface.co/datasets/fka/awesome-chatgpt-prompts

- A very recent ChatGPT account posting interesting stuff

    - https://twitter.com/ChatGPTGoneWild

- A list of 15 ChatGPT use-cases

    - https://twitter.com/DataChaz/status/1599754823074598912

- Covering strengths and weaknesses of ChatGPT for bioinformatics

    - https://twitter.com/simocristea/status/1599834929751547905

- A thread covering different industries that ChatGPT will impact

  - https://twitter.com/BrianFOConnor/status/1603032772804857856?s=20&t=DJqk6N4RYvbGQ00-XGtbiQ

- 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

  - https://twitter.com/stanislavfort/status/1599417463199830017

- Ways to get around ChatGPT's safeguards

  - https://twitter.com/davisblalock/status/1602600453555961856?s=20&t=uaLkWR6vEzU_KnPkxFli7g

- Couple of tweets spectulating / discussing the costs of running ChatGPT

  - https://twitter.com/tomgoldsteincs/status/1600196981955100694

  - https://twitter.com/sama/status/1599671496636780546

  - https://twitter.com/nbashaw/status/1599949577821786113

- GitHub repository summarizing specifically the failure modes of ChatGPT

  - https://github.com/giuven95/chatgpt-failures

## ChatGPT Utilities

ChatGPT integrated with other foundation models by Microsoft to enable processing of images




- https://github.com/microsoft/visual-chatgpt

  ![](images/visual_chatgpt.jpg '')

An API wrapper around ChatGPT's web interface




- https://github.com/acheong08/ChatGPT

  ![](images/chatgpt_api.png '')

ChatGPT integration for Telegram (also supports Dall-E / Stable Diffusion)




- https://twitter.com/altryne/status/1598902799625961472?s=20&t=vCy1yu328mi0ae9JCOHaQw

  ![](images/telegram_bot_1.png '')

  ![](images/telegram_bot_2.png '')

ChatGPT VS Code extension - automatically write new code from scratch, ask questions, get explanations, refactor code, find bugs and more!

  

  - https://github.com/mpociot/chatgpt-vscode

  - https://marketplace.visualstudio.com/items?itemName=timkmecl.chatgpt 

    ![](images/ChatGPT_VSCode.png '')

 

ChatGPT Twitter bot

  

  - https://twitter.com/chatgptbot

    ![](images/ChatGPT_twitter_bot.png '')

- Chrome extension that allows ChatGPT to search the internet

  - https://twitter.com/hahahahohohe/status/1599839969396154369?s=20&t=vCy1yu328mi0ae9JCOHaQw

    

- Screenshot browser extension to help save ChatGPT outputs

  - https://twitter.com/Saboo_Shubham_/status/1600035851525918720

## Papers authored by ChatGPT

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?




- https://www.sciencedirect.com/science/article/pii/S1471595322002517

  ![](images/chatgpt_paper.png '')

Performance of ChatGPT on USMLE: Potential for AI-Assisted Medical Education Using Large Language Models




- https://europepmc.org/article/PPR/PPR586708

  ![](images/chatgpt_paper2.png '')

A Conversation on Artificial Intelligence, Chatbots, and Plagiarism in Higher Education




- https://link.springer.com/article/10.1007/s12195-022-00754-8

  ![](images/chatgpt_paper3.png '')

## ChatGPT News

- Stack overflow has banned users from posting chatgpt-based generated content

  - https://twitter.com/jjvincent/status/1599743434360639489?s=20&t=vCy1yu328mi0ae9JCOHaQw

  - https://meta.stackoverflow.com/questions/421831/temporary-policy-chatgpt-is-banned

  

Official ChatGPT API update




- https://twitter.com/OpenAI/status/1615160228366147585

  ![](images/chatgpt_api_tweet.png '')

AI-Written Text Classifier




- https://twitter.com/OpenAI/status/1620484691462852609

  ![](images/ai_written_classifier.png '')

ChatGPT Plus




- https://www.bbc.co.uk/news/technology-64492750

- https://twitter.com/OpenAI/status/1620846589949640705

  ![](images/chatgpt_plus_tweet.png '')

ChatGPT reaches 100 million users




- https://www.theguardian.com/technology/2023/feb/02/chatgpt-100-million-users-open-ai-fastest-growing-app

  ![](images/chatgpt_100million_users.png '')

Google announces ChatGPT rival




- https://www.bbc.co.uk/news/technology-64546299

  ![](images/chatgpt_rival.png '')

Successor of GPT models (including ChatGPT and GPT-3.5) integrated into the new Bing search




- https://blogs.microsoft.com/blog/2023/02/07/reinventing-search-with-a-new-ai-powered-microsoft-bing-and-edge-your-copilot-for-the-web/

  ![](images/gpt_powered_bing.png '')

## Detecting AI generated content

GPTZero: Performs detection using Perplexities computed using 350M parameter GPT-2 model




- https://gptzero.me/

  ![](images/gptzero.png '')

OpenAI machine generated content classifier




- https://openai.com/blog/new-ai-classifier-for-indicating-ai-written-text/

  ![](images/openai_machine_text_classifier.png '')

Watermark for LLMs to detect machine generated content




- https://arxiv.org/abs/2301.10226

  ![](images/watermarking_llm.png '')

DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature




- https://ericmitchell.ai/detectgpt/

- https://arxiv.org/abs/2301.11305

  ![](images/detect_gpt.png '')

## Competitors

- Claude, Anthropic - https://scale.com/blog/chatgpt-vs-claude

- Sparrow, DeepMind - https://www.deepmind.com/blog/building-safer-dialogue-agents

## Missing something?

Please feel free to generate a PR with new and interesting demos that you think we missed.

## License

MIT