{"id":10552,"date":"2024-03-06T19:15:27","date_gmt":"2024-03-06T19:15:27","guid":{"rendered":"https:\/\/dailyai.com\/?p=10552"},"modified":"2024-03-07T08:22:18","modified_gmt":"2024-03-07T08:22:18","slug":"the-us-army-experiments-with-gpt-4-controlled-battlefield-tactics","status":"publish","type":"post","link":"https:\/\/dailyai.com\/fr\/2024\/03\/the-us-army-experiments-with-gpt-4-controlled-battlefield-tactics\/","title":{"rendered":"L'arm\u00e9e am\u00e9ricaine exp\u00e9rimente des tactiques de combat contr\u00f4l\u00e9es par le GPT-4"},"content":{"rendered":"

L'arm\u00e9e am\u00e9ricaine tente d'int\u00e9grer des chatbots dans sa planification strat\u00e9gique, mais dans le cadre d'une simulation de jeu de guerre bas\u00e9e sur le c\u00e9l\u00e8bre jeu vid\u00e9o Starcraft II.\u00a0<\/b><\/p>\n

Le pr\u00e9sent <\/span>\u00e9tude<\/span><\/a>dirig\u00e9e par le laboratoire de recherche de l'arm\u00e9e am\u00e9ricaine, analyse les strat\u00e9gies GPT-4 Turbo et GPT-4 Vision d'OpenAI sur le champ de bataille.\u00a0<\/span><\/p>\n

Cela fait partie de l'initiative de l'OpenAI<\/span> collaboration avec le minist\u00e8re de la d\u00e9fense (DOD)<\/a> \u00e0 la suite de la mise en place de la Groupe de travail sur l'IA g\u00e9n\u00e9rative<\/a> l'ann\u00e9e derni\u00e8re.\u00a0<\/span><\/p>\n

L'utilisation de l'IA sur le champ de bataille est <\/span>vivement d\u00e9battu<\/span><\/a>, avec un <\/span>une \u00e9tude similaire r\u00e9cente sur les jeux de guerre utilisant l'IA<\/span><\/a> qui a constat\u00e9 que les LLM tels que GPT-3.5 et GPT-4 ont tendance \u00e0 intensifier les tactiques diplomatiques, aboutissant parfois \u00e0 une guerre nucl\u00e9aire.\u00a0<\/span><\/p>\n

Cette nouvelle recherche de l'arm\u00e9e am\u00e9ricaine a utilis\u00e9 Starcraft II pour simuler un sc\u00e9nario de champ de bataille impliquant un nombre limit\u00e9 d'unit\u00e9s militaires.<\/span><\/p>\n

Les chercheurs ont baptis\u00e9 ce syst\u00e8me \"COA-GPT\", COA \u00e9tant l'abr\u00e9viation du terme militaire \"Courses of Action\", qui d\u00e9crit essentiellement les tactiques militaires.\u00a0<\/span><\/p>\n

COA-GPT a assum\u00e9 le r\u00f4le d'assistant du commandant militaire, charg\u00e9 d'\u00e9laborer des strat\u00e9gies pour an\u00e9antir les forces ennemies et s'emparer des points strat\u00e9giques.\u00a0<\/span><\/p>\n

\"Jeu
COA-GPT est un syst\u00e8me d'aide \u00e0 la d\u00e9cision bas\u00e9 sur l'IA qui assiste le personnel de commandement et de contr\u00f4le dans l'\u00e9laboration de plans d'action (COA). Il utilise des LLM contraints par des lignes directrices pr\u00e9d\u00e9finies. Le personnel de commandement et de contr\u00f4le saisit les informations relatives \u00e0 la mission et COA-GPT g\u00e9n\u00e8re des plans d'action potentiels. Gr\u00e2ce \u00e0 un processus it\u00e9ratif utilisant le langage naturel, les op\u00e9rateurs humains et COA-GPT collaborent pour affiner et s\u00e9lectionner le plan d'action le mieux adapt\u00e9 aux objectifs de la mission. Source : ArXiv<\/a>.<\/figcaption><\/figure>\n

Les chercheurs notent que l'ACO traditionnelle est notoirement lente et exigeante en main-d'\u0153uvre. COA-GPT prend des d\u00e9cisions en quelques secondes tout en int\u00e9grant le retour d'information humain dans le processus d'apprentissage de l'IA.\u00a0<\/span><\/p>\n

\"Wargame
Illustration du processus it\u00e9ratif d'\u00e9laboration de plans d'action (COA) \u00e0 l'aide de donn\u00e9es humaines. Dans le panneau (a), COA-GPT g\u00e9n\u00e8re un plan d'action initial sans guide humain, affichant des mouvements de forces (fl\u00e8ches bleues) \u00e0 travers les ponts et des directives d'engagement (fl\u00e8ches rouges) contre les unit\u00e9s hostiles. Le panneau (b) montre le COA apr\u00e8s qu'un commandant humain l'ait ajust\u00e9, en sp\u00e9cifiant que les forces a\u00e9riennes amies doivent engager directement l'aviation hostile. Enfin, le panneau (c) montre un affinement suppl\u00e9mentaire de l'ACO, les forces se s\u00e9parant pour s'attaquer \u00e0 la fois aux artilleries ennemies et aux unit\u00e9s de reconnaissance recevant l'ordre d'avancer vers le pont nord. Source : ArXiv<\/a>.<\/figcaption><\/figure>\n

COA-GPT surpasse les autres m\u00e9thodes, mais cela a un co\u00fbt<\/h2>\n

COA-GPT a d\u00e9montr\u00e9 une performance sup\u00e9rieure aux m\u00e9thodes existantes, d\u00e9passant les m\u00e9thodes existantes dans la g\u00e9n\u00e9ration de COA strat\u00e9giques,<\/span> et pourrait s'adapter \u00e0 un retour d'information en temps r\u00e9el.\u00a0<\/span><\/p>\n

Cependant, il y avait des lacunes. <\/span>Plus particuli\u00e8rement, l'ACO-GPT a subi des pertes plus importantes dans l'accomplissement des objectifs de la mission. <\/span><\/p>\n

L'\u00e9tude pr\u00e9cise : \"Nous observons que les mod\u00e8les COA-GPT et COA-GPT-V, m\u00eame lorsqu'ils sont am\u00e9lior\u00e9s par un retour d'information humain, entra\u00eenent un plus grand nombre de pertes au sein des forces amies que les autres mod\u00e8les de r\u00e9f\u00e9rence\".<\/span><\/p>\n

Cela d\u00e9courage-t-il les chercheurs ? Apparemment non. <\/span><\/p>\n

L'\u00e9tude pr\u00e9cise : \"En conclusion, COA-GPT repr\u00e9sente une approche transformatrice des op\u00e9rations militaires de C2, facilitant une prise de d\u00e9cision plus rapide et plus agile et maintenant un avantage strat\u00e9gique dans la guerre moderne\".<\/span><\/p>\n

Il est inqui\u00e9tant qu'un syst\u00e8me d'IA qui a caus\u00e9 plus de pertes inutiles que le syst\u00e8me de r\u00e9f\u00e9rence soit d\u00e9fini comme une \"approche transformatrice\".<\/span><\/p>\n

La DOD<\/span> a d\u00e9j\u00e0 identifi\u00e9 d'autres pistes pour explorer les utilisations militaires de l'IA, mais des inqui\u00e9tudes subsistent quant \u00e0 l'\u00e9tat de pr\u00e9paration de la technologie et \u00e0 ses implications \u00e9thiques.\u00a0<\/span><\/p>\n

Par exemple, qui est responsable lorsque des militaires <\/span>Les applications de l'IA tournent mal<\/span><\/a>? Les d\u00e9veloppeurs ? Le responsable ? Ou quelqu'un d'autre ?<\/span><\/p>\n

Des syst\u00e8mes de guerre IA sont d\u00e9j\u00e0 d\u00e9ploy\u00e9s en Ukraine et dans le conflit isra\u00e9lo-palestinien, mais ces questions n'ont pas encore \u00e9t\u00e9 test\u00e9es.<\/p>\n

Esp\u00e9rons qu'il en restera ainsi.<\/p>","protected":false},"excerpt":{"rendered":"

L'arm\u00e9e am\u00e9ricaine tente d'int\u00e9grer des chatbots d'IA dans sa planification strat\u00e9gique, mais dans le cadre d'une simulation de jeu de guerre bas\u00e9e sur le c\u00e9l\u00e8bre jeu vid\u00e9o Starcraft II. Cette \u00e9tude, men\u00e9e par le laboratoire de recherche de l'arm\u00e9e am\u00e9ricaine, analyse les strat\u00e9gies de champ de bataille GPT-4 Turbo et GPT-4 Vision d'OpenAI. Elle s'inscrit dans le cadre de la collaboration de l'OpenAI avec le minist\u00e8re de la d\u00e9fense (DOD), suite \u00e0 la cr\u00e9ation l'ann\u00e9e derni\u00e8re d'un groupe de travail sur l'IA g\u00e9n\u00e9rative. L'utilisation de l'IA sur le champ de bataille fait l'objet d'un d\u00e9bat anim\u00e9, une \u00e9tude similaire r\u00e9cente sur les wargames IA ayant r\u00e9v\u00e9l\u00e9 que les LLM comme GPT-3.5 et GPT-4 ont tendance \u00e0 intensifier les tactiques de diplomatie, parfois en utilisant des armes de destruction massive.<\/p>","protected":false},"author":2,"featured_media":10555,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[88],"tags":[345],"class_list":["post-10552","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ethics","tag-war"],"yoast_head":"\nThe US Army experiments with GPT-4-controlled battlefield tactics | DailyAI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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