Ceci représente donc la première ligne d’une série que j’espère longue et fructueuse. Je souhaite aussi, cher lecteur, qu’elle vous intéressera. Avant de nous embarquer ensemble dans ce périple, permettez-moi de me présenter.
Ingénieur civil de formation et vivant à Bruxelles, j’ai toujours été fasciné par l’Intelligence Artificielle. Après quelques contacts initiaux avec l’IA au cours de mes études, ce n’est que quelques années plus tard, en 2013, que j’ai recommencé à étudier activement le sujet, tout d’abord en suivant des formations sur les premier sites de MOOC de l’époque (Udacity, edX, Coursera). A l’époque, l’apprentissage profond (Deep Learning) en était encore à ses débuts mais son énorme potentiel, notamment en ce qui concernait le traitement d’images semblait inépuisable. La question de la vision, auparavant insoluble, semblait en voie d’être résolue.
Après quelques années de formations en ligne ininterrompues, j’ai choisi de rejoindre une start-up belge dans le secteur de l’AI en tant que directeur opérationnel au milieu de l’année 2019. Cette belle aventure au sein de la société Omina Technologies a duré près de trois ans, et m’a permis de côtoyer des gens remarquables en termes à la fois académiques et humains.
J’avais repris un cheminement de vie plus traditionnel depuis quelques mois lorsque les modèes de type GPT ont soudainement fait irruption sur le devant de la scène vers la fin de l’année 2022, avec dans le rôle principal le désormais incontournable ChatGPT.
Cela fut une énorme surprise pour moi, je dois bien l’admettre. Mon intuition me portait à croire que le langage était un problème nettement moins approprié à l’apprentissage profond que les images. Je n’attendais pas de percée significative dans cette direction et me concentrais plutôt sur les progrès de la conduite autonome dans lesquels une percée me semblait plus plausible. A ma décharge, il semble bien que nombre de chercheurs et d’académiques du secteur ont également été pris de cours par les progrès stupéfiants de ces modèles de langage de grande taille -LLM en anglais- dont les capacités vont bien au-delà de ce que leur apprentissage pouvait laisser attendre…
Et depuis, le foisonnement incessant d’activités autour de ces modèles LLM, où chaque jour apporte son lot de nouvelles approches et de polémiques me semble encore plus intense, encore plus extraordinaire que la période 1998-2001 qui a connu l’explosion initiale du commerce électronique et l’émergence des géants de la tech d’aujourd’hui : Google, Amazon…avec Meta/Facebook suivant dans le sillage quelques années plus tard.
Néanmoins, il faut noter que l’immense majorité de l’information disponible est en Anglais, et l’essentiel des développements actuels se passent aux Etats-Unis. Et pourtant nous avons tellement de talents en Europe; la Belgique à elle seule compte plus de mille chercheurs actifs dans le domaine de l’IA.
Ensuite, il semble désormais vraisemblable que l’IA va impacter la société de multiples manières et ce à relativement court terme. Il y a donc un grand besoin d’informer assez rapidement et de manière abordable le plus grand nombre. L’effort de vulgarisation et de communication devient essentiel, d’autant plus que la quasi-totalité du matériel publié sur Internet est en Anglais et regorge de termes techniques voire de code informatique.
J’ai donc voulu, à travers ce blog, apporter ma contribution à l’effort de communication nécessaire, tout en écrivant sur ce qui me passionne ! Je vise à informer de manière claire et transparente un public curieux et mais pas nécessairement technique.
Il y a aussi une envie de créer, de basculer d’une vie professionnelle plutôt analytique vers une action plus créative, d’augmenter au lieu de réduire, de générer au lieu de synthétiser. Il m’a toujours été aisé d’être verbalement créatif, mais passer à l’écrit me semblait un obstacle insurmontable. Néanmoins, je ne veux pas finir comme Grand, le personnage du roman “La Peste” de Camus, qui veut écrire un livre mais n’arrive pas à dépasser la première phrase qu’il réécrit sans cesse…..
Voici donc une nouvelle aventure qui commence. Merci de m’accompagner.
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Йоу, народ! Пока все вокруг строят из себя умников и прожигать жизнь за заполнением тупых таблиц — у меня для вас есть пушка-бомба!
Тут ребята собрал просто ультимативный гид, где чисто на пальцах и с юморком показывает, как одной кнопкой решать геморрой в Excel и Word. Я залип на два часа, теперь чувствую себя богом продуктивности.
Бегом марш изучать, пока лавочку не прикрыли:
смотреть гайды.
Все бесплатно, без регистрации и СМС, как в старые добрые! Всех обнял!
The article’s take on adding motion to stills is spot on. I tried the same approach with a hotel lobby clip built from two photos, and the 10 second option felt right for a short intro. Private downloads and the included template music made it easy to test.
Здорово, работяги! Кому тут надоело ломать мозг над промтами для ChatGPT — ловите просто термоядерный инсайд!
Админ этого ресурса собрал просто ультимативный гид, где чисто на пальцах и с юморком показывает, как одной кнопкой решать геморрой в Excel и Word. Там даже про Roblox Studio и эксель есть, прикиньте?!
Бегом марш изучать, пока лавочку не прикрыли:
тык сюда.
Применяйте прямо сегодня, и начальник подумает, что вы гений. Всех обнял!
Здорово, работяги! Пока все вокруг строят из себя умников и прожигать жизнь за заполнением тупых таблиц — ловите просто термоядерный инсайд!
Тут ребята собрал просто ультимативный гид, где чисто на пальцах и с юморком объясняет, как заставить нейросети пахать вместо себя. Я залип на два часа, теперь чувствую себя богом продуктивности.
Бегом марш изучать, пока лавочку не прикрыли:
смотреть гайды.
Все бесплатно, без регистрации и СМС, как в старые добрые! Всех обнял!
Короче, слушайте сюда! Кому тут надоело писать отчеты со скоростью раненой улитки — у меня для вас есть пушка-бомба!
Админ этого ресурса выкатил нереально бодрый блог, где чисто на пальцах и с юморком учит выжимать из ChatGPT максимум пользы под любые задачи. Реально мануалы для людей, а не для роботов!
Бегом марш изучать, пока лавочку не прикрыли:
смотреть гайды.
Если после этого ваша жизнь не изменится — я не знаю, че вам еще надо! Всем продуктивного дня и поменьше рутины!
Well put. The free daily battle is at Daily Red
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Bienvenue dans cette série — une entrée en matière agréable, et le ton donne envie de suivre le périple. J’attends avec curiosité la suite des étapes.
Cela me rappelle l’envie de mettre un visage cohérent sur mes propres écrits : je me suis tourné vers l’AI font design pour explorer des pistes typographiques, et j’y reviens régulièrement à chaque nouveau projet d’écriture.
C’est fascinant de lire votre cheminement, surtout ce passage où vous expliquez avoir été surpris par l’essor des LLMs alors que vous pariiez plutôt sur la vision par ordinateur. Avec le recul, pensez-vous que le traitement d’images a perdu en importance, ou qu’il progresse en parallèle? D’ailleurs, pour la reconnaissance faciale, des outils comme what face shape do i have montrent bien que le domaine continue d’évoluer.
I don’t think the title of your article matches the content lol. Just kidding, mainly because I had some doubts after reading the article.
Good read. The unofficial PC port is at God of War 3 PC Port
Great breakdown. The full guide is at Azeroth Survivors Guide
Bookmarked. Also worth a look: Pokemon Arena 2D
The local vibe here is awesome and the games are super exciting. I love how easy it is to navigate the site. Big thumbs up for phjili58.