AI INTEGRATION IN PERSONAL PROJECTS
lightnessrush
Created on October 20, 2024
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Transcript
AI IMPLEMENTATION in personal projects
English 2024-2025sophie germain
Author : GARCIA URDIALES HugoMajor : Computer ScienceDate : 21-10-2024
‘What is AI ?’
Key moments :
- Foundation :Darthmouth Conference (1956)
- Board games :Deep Blue (1997 - chess)& Alpha Go (2017 - Go)
- Worldwide use : ChatGPT-3 (2020)
Source : https://dictionary.cambridge.org/fr/dictionnaire/anglais/artificial-intelligence
What is ai ?
Definition :
"A particular computer system or machine that has some of the qualities that the human brain has", such as :
- Interpreting and producing language in a way that seems human
- Recognizing or creating images
- Solving problems
- Learning from data supplied to it
WHAT IS AI ?
KEY DATA :
- Neural networks surpass humans in specific tasks-> Medicine : better early stage disease diagnostic
- AI can benefit our approach/gestion of climate-> Better analysis (forecasts) solution (ressource mgmt)...
- AI is set to shape a new destiny for the working industry-> Boost in productivity/satisfaction...
Sources
‘Why should you use AI ?’
WHY SHOULD YOU USE AI ?
Depending on what you want to provide, AI can benefit you with :APP :Efficiency -> Faster data sortAccuracy -> Better analysis of informations and needsVIDEO GAME :Originality -> More realistic experienceIndividual experience -> Imprevisible/diversified behaviour
‘How to implement AI ?’
How TO IMPLEMENT AI ?
APPLICATION PROGRAMMING INTERFACE :Tool which helps the connexion between two softwares.Often provided by the own company :-> FREE : Spotify, Deezer-> $ : ChatGPT
This is an example of an API usage I did last year :The goal here was to provide AI generated responses for NonPlayableCharacters in my 2nd semester project.-> Using custom library "characterai" (extension)-> Requests via custom code functions(connect, new_chat, send_message)My advice : Always try digging for free content, for example with the Hugging Face community which provides open source solutions.Last year I used CharacterAI and an unofficial API I found on the web to implement AI in the project.
HOW TO IMPLEMENT AI ?
Thank You for listening
Don't hesitate to ask questions
SOURCES
- Cornell University : He, Kaiming, et al., "Deep Residual Learning for Image Recognition", CVPR, 2015.
- Cornell University : Rolnick D., Donti P.L., Kaack L.H., et al. "Tackling Climate Change with Machine Learning," Nature Climate Change, 2019.
- McKinsey Global Institute : "Artificial Intelligence: The Next Digital Frontier ?", 2017.