🤖 Understanding ChatGPT (with DefendIntelligence)
Better understand ChatGPT, without excusing its blatant fakery. To fully grasp generative AI.
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00:00 Introduction
03:45 Some context
05:06 Language models
05:37 The puzzle
06:45 The Chinese room
12:05 How does it work?
17:12 Media Exposure
22:50 Querying ChatGPT Effectively
26:39 Verifying ChatGPT's Results
28:01 Detecting AI-Generated Texts
33:45 Data Issues
39:24 Coming Soon to Search Engines
46:43 Conclusion
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ERRORS REPORTED
at 13 min: according to OpenAI, the GPT3 model was trained on 570 GB of text, not just 50 GB (that's the size of the Wikipedia data)
at 48 min: the quote is not from Saint Thomas Aquinas, but from Saint Thomas the Apostle.
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SOURCES - VIDEOS
Anis's DefendIntelligence YouTube channel
/ defendintelligence-tech
"The (very) dark side of ChatGPT" (about certification)
• La face (très) sombre de ChatGPT ...
Neural networks, a quick overview:
• 🧪 VITE FAIT : Les réseaux de neurones
Deep learning, a quick overview:
• 🧪 VITE FAIT : Le deep learning
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SOURCES - LINKS
Understanding how ChatGPT works Details
https://writings.stephenwolfram.com/2...
https://www.assemblyai.com/blog/how-c...
Understanding Reinforcement Learning
https://arxiv.org/pdf/2203.02155.pdf
https://openai.com/research/improving...
ISSUES WITH LEARNING DATA
Data Labeling
https://time.com/6247678/openai-chatg...
Aspects Legal
https://www.lemonde.fr/pixels/article...
https://copyrightblog.kluweriplaw.com...
https://eur-lex.europa.eu/legal-conte...
THE CHINESE CHAMBER
Explanation by John Searle
• John Searle - The Chinese Room Argument
The approach I take in the video is extremely simplified. I'm aware: this is a simplified explanation video ;) It illustrates the mechanism.
Monsieur Phi's video (with surprise guests)
• La preuve définitive que ChatGPT ne compre...
An article to delve deeper into the subject.
https://www.researchgate.net/publicat...
ISSUES WITH CHAT-BASED SEARCH ENGINES
https://www.nature.com/articles/d4158...
Study on the trust generated by chatbots
https://www.sciencedirect.com/science...
Concerns of publishers websites
https://www.lemonde.fr/economie/artic...
PROBLEMS DURING BING AND BARD PRESENTATIONS
Microsoft's Bing presentation
• Introducing your copilot for the web: AI-p...
Errors on Bing
https://dkb.blog/p/bing-ai-cant-be-tr...
Errors on Bard
https://www.lemonde.fr/pixels/article...
https://www.numerama.com/tech/1262932...
PROBLEMS DURING BING CAT TESTING
The Mean Cat
https://apnews.com/article/technology...
The Depressed One
/ 111cr2t
Bing blog Microsoft
https://blogs.bing.com/search/februar...
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MUSIC AND ILLUSTRATIONS
All music was generated by AI (AIVA and Beatoven)
ILLUSTRATIONS
All illustrations were generated by AI (MidJourney)
and animated by AI (Studio D-ID)
SOFTWARE
ChatGPT: https://chat.openai.com/chat
Beatoven: https://www.beatoven.ai/
AlVA: https://aiva.ai/
MidJourney: https://www.midjourney.com/home
Dall-E: https://labs.openai.com/
Studio D-ID: https://studio.d-id.com/
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