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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.