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L'Intelligence Artificielle et les bouleversements climatiques

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L'Intelligence Artificielle et les bouleversements climatiques

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L'Intelligence Artificielle et les bouleversements climatiques

  1. 1. L’Intelligence A,i-cielle, vers un âge augmenté. Les bouleversements climatiques par Rémi Longuechaud.
  2. 2. Les principes de l’IA I. L’ère de l’âge augmenté au service du climat II. L’IA signe-t-elle la 9n de l’humanité ? III.
  3. 3. « L’humanité vit un bouleversement historique. Nous allons faire des machines qui pensent qui résonnent, et qui font les choses mieux que les êtres humains. » Brian Krzanich, Président d’INTEL. (2017)
  4. 4. « Je pense que nous devrions faire très aEention avec l’intelligence aFiGcielle. Si je devais imaginer quelle serait notre plus grande menace existentielle, c’est probablement ça. » Elon Musk, PDG de Tesla et SpaceX, (2015)
  5. 5. « Les personnes qui imaginent des scénarios catastrophes, je ne les comprends pas. C'est très négatif et irresponsable. Je pense que l'on peut créer des choses pour rendre le monde meilleur. » Mark Zuckerberg, PDG de Facebook, (2017)
  6. 6. Photo 20 000 lieux sous les mers - Jules Vernes
  7. 7. Photo Isaac Asimov - Ecrivain
  8. 8. Photo Philip K. Dick - « Minority RepoF »
  9. 9. « Notre monde actuel est entouré d'une in-nité d'autres mondes possibles. » - Lubomír Doležel
  10. 10. 11 000 000 000 $ d’ici 2024 53% de croissance entre 2015 et 2020 1046 sta,s-up (AngelList) Chine : 5 milliards $ Etats Unis : 4 milliards $ Japon : 0.8 milliards $ 5,4 milliards $ Investissements dans les staFs-up 500 sta,s-up aux États-Unis (Markets and Markets - 2017)(Markets and Markets - 2017) En France, 1,5 milliards d’€ d’ici 2022 100 millions d’€ pour l’innovation de Défense +100 personnalités reconnues dans le monde (chercheurs, entrepreneurs, penseurs) 200 investisseurs (Intel, Bloomberg, Salesforces, Microsoh, Samsung, …)
  11. 11. Photo Google’s Oregon data center
  12. 12. Les algorithmes ne jouent qu’à 20% dans la qualité des prédictions, les 80% autres sont dus à la qualité des données.
  13. 13. La théorie des intelligences multiples, par Howard Gardner (1983) Visuel et spatiale Logique InterpersonnelleNaturaliste Musicale Existentielle KinesthésiqueLinguistique Intrapersonnelle
  14. 14. Vidéo Réseaux de neurones biologiques
  15. 15. Le réseau de neurones va essayer de donner du sens aux données qu’il reçoit, en apprenant de ses précédentes erreurs et interprétations.
  16. 16. Les algorithmes 1. Le Machine Learning 2. Le Deep Learning 3. L’IA FoFe 4.
  17. 17. L’âge des chasseurs cueilleurs Plusieurs millions d'années L’âge de l’agriculture Plusieurs milliers d'années 1. 2.
  18. 18. Deux siècles L’âge de l’industrie 3. L’âge de l’information 4. Quelques décennies L’âge augmenté 5. Aujourd’hui
  19. 19. Pendant 3 millions et demi d’année, nos outils ont été complètement passifs.
  20. 20. Les outils sont en train de passer de la passivité à la capacité de création.
  21. 21. Aujourd’hui, l’Homme utilise l’ordinateur comme une machine passive. Les humains Les ordinateurs +
  22. 22. Demain, la machine et l’Homme travailleront main dans la main. Les humains + + L’IA Puissance de calculLes ordinateurs +
  23. 23. Les IA vont augmenter notre capacité à imaginer et concevoir des choses que nous n'avons jamais pu fabriquer.
  24. 24. Vidéo Extrait du Glm « Home » de Yann AFhus BeFrand
  25. 25. Photo Système solaire
  26. 26. Photo Fonte de la banquise & la survie de l’ours polaire
  27. 27. Photo La république de Kiribati & la montée des eaux
  28. 28. Photo Le super-Typhon Haiyan
  29. 29. Photo DéseFiGcation du lac Tchad
  30. 30. Photo Auche du documentaire « Une vérité qui dérange »
  31. 31. IA for Humanity & Cédric Villani DeepMind is the world leader in a,i-cial intelligence research and its application for positive impact.
  32. 32. Deepmind by Google DeepMind is the world leader in a,i-cial intelligence research and its application for positive impact.
  33. 33. AI for EaFh by Microsoh Access | Education | Innovation AI for Ea,h is a Microsoh program aimed at empowering people and organizations to solve global environmental challenges by increasing access to AI tools and educational oppo,unities, while accelerating innovation.
  34. 34. IBM Watson Visual Recognition The Watson Visual Recognition service analyzed OmniEa,h’s extensive collection of aerial images of drought-stricken lots for speciGc areas where water usage could be scaled back.
  35. 35. « Un pays qui n’investit pas dans des programmes d’analyse et d’ouverture des données ne peut répondre efficacement aux enjeux du développement durable. » Robert Kirkpatrick, membre du Cabinet du Secrétaire Général des Nations Unies.
  36. 36. Vidéo Big data & Open data
  37. 37. Ai-je peur qu'une telle intelligence aFiGcielle menace l'humanité ? Si vous regardez des Glms tels que « Matrix », « Metropolis », « Terminator » ou des séries telles que « Westworld », ils évoquent tous la menace de l’humanité.
  38. 38. Photo 2001 l’Odyssée de l’espace - Stanley Kubrick
  39. 39. Photo Chemin de fer - Peurs et craintes technologiques
  40. 40. Nous paFicipons à un voyage de co- évolution avec l’IA.
  41. 41. 1. Comment organiser au mieux la société quand le besoin de travail humain diminue ? 2. Comment développer les méthodes d’éducation ? 3. Quelles vont être les nouvelles législations, règles en matière de sécurité et d’éthique ? 4. Quelles vont être les limites de l’IA ?
  42. 42. Merci à tous pour votre aEention.

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