{"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\/nl\/2024\/03\/the-us-army-experiments-with-gpt-4-controlled-battlefield-tactics\/","title":{"rendered":"Het Amerikaanse leger experimenteert met GPT-4-gestuurde tactieken op het slagveld"},"content":{"rendered":"

Het Amerikaanse leger experimenteert met de integratie van AI-chatbots in hun strategische planning, zij het binnen de grenzen van een oorlogssimulatie gebaseerd op het populaire videospel Starcraft II.\u00a0<\/b><\/p>\n

Deze <\/span>onderzoek<\/span><\/a>onder leiding van het US Army Research Laboratory, analyseert OpenAI's GPT-4 Turbo en GPT-4 Vision slagveldstrategie\u00ebn.\u00a0<\/span><\/p>\n

Dit is onderdeel van OpenAI's<\/span> samenwerking met het ministerie van Defensie (DOD)<\/a> na de oprichting van de taakgroep generatieve AI<\/a> vorig jaar.\u00a0<\/span><\/p>\n

Het gebruik van AI op het slagveld is <\/span>fel bediscussieerd<\/span><\/a>met een <\/span>recent vergelijkbaar onderzoek naar AI-oorlogsvoering<\/span><\/a> dat LLM's zoals GPT-3.5 en GPT-4 de neiging hebben om diplomatieke tactieken te laten escaleren, soms resulterend in een kernoorlog.\u00a0<\/span><\/p>\n

Dit nieuwe onderzoek van het Amerikaanse leger gebruikte Starcraft II om een slagveldscenario te simuleren met een beperkt aantal militaire eenheden.<\/span><\/p>\n

Onderzoekers noemden dit systeem \"COA-GPT\", waarbij COA staat voor de militaire term \"Courses of Action\", wat in wezen militaire tactieken beschrijft.\u00a0<\/span><\/p>\n

Het COA-GPT nam de rol aan van assistent van een militaire commandant, belast met het bedenken van strategie\u00ebn om vijandelijke troepen uit te schakelen en strategische punten te veroveren.\u00a0<\/span><\/p>\n

\"AI-oorlogsspel\"
COA-GPT is een AI-gestuurd beslissingsondersteunend systeem dat commando- en controlepersoneel helpt bij het ontwikkelen van actieplannen (Courses of Action, COA's). Het maakt gebruik van LLM's die worden beperkt door vooraf gedefinieerde richtlijnen. Commando- en controlepersoneel voert missie-informatie in en COA-GPT genereert mogelijke COA's. Via een iteratief proces waarbij natuurlijke taal wordt gebruikt, werken de menselijke operators en COA-GPT samen om de meest geschikte COA voor de missiedoelen te verfijnen en te selecteren. Bron: ArXiv<\/a>.<\/figcaption><\/figure>\n

De onderzoekers merken op dat traditionele COA notoir traag en arbeidsintensief is. COA-GPT neemt beslissingen in enkele seconden en integreert menselijke feedback in het leerproces van de AI.\u00a0<\/span><\/p>\n

\"AI
Illustreert het iteratieve proces van het ontwikkelen van Courses of Action (COA's) met menselijke input. In (a) genereert COA-GPT een initi\u00eble COA zonder menselijke begeleiding, waarbij troepenbewegingen (blauwe pijlen) over bruggen en inzetrichtlijnen (rode pijlen) tegen vijandige eenheden worden weergegeven. Paneel (b) toont de COA nadat een menselijke commandant deze heeft aangepast, waarbij wordt gespecificeerd dat bevriende luchtvaarttroepen direct de vijandelijke luchtvaart moeten aanvallen. Tenslotte laat (c) verdere verfijning van de COA zien, met troepen die zich splitsen om zowel vijandelijke artilleries aan te vallen als verkenningseenheden die orders krijgen om naar de noordelijke brug op te rukken. Bron: ArXiv<\/a>.<\/figcaption><\/figure>\n

COA-GPT is beter dan andere methoden, maar er zijn kosten aan verbonden<\/h2>\n

COA-GPT liet superieure prestaties zien ten opzichte van bestaande methoden en overtrof bestaande methoden in het genereren van strategische COA's,<\/span> en zich kon aanpassen aan real-time feedback.\u00a0<\/span><\/p>\n

Er waren echter gebreken. <\/span>Met name de COA-GPT leed meer slachtoffers bij het bereiken van de missiedoelen. <\/span><\/p>\n

Het onderzoek stelt: \"We stellen vast dat de COA-GPT en COA-GPT-V, zelfs wanneer verbeterd met menselijke feedback, hogere slachtoffers onder de eigen troepen laten zien in vergelijking met andere basislijnen.\"<\/span><\/p>\n

Schrikt dit de onderzoekers af? Schijnbaar niet. <\/span><\/p>\n

Het onderzoek zegt: \"Concluderend kan worden gesteld dat COA-GPT een transformatieve benadering is van militaire C2-operaties, die snellere, meer wendbare besluitvorming mogelijk maakt en een strategische voorsprong behoudt in moderne oorlogsvoering.\"<\/span><\/p>\n

Het is verontrustend dat een AI-systeem dat meer onnodige slachtoffers maakt dan de baseline wordt gedefinieerd als een \"transformatieve benadering\".<\/span><\/p>\n

De DOD<\/span> heeft al andere mogelijkheden ge\u00efdentificeerd voor het verkennen van militaire toepassingen van AI, maar er zijn zorgen over de gereedheid van de technologie en ethische implicaties.\u00a0<\/span><\/p>\n

Bijvoorbeeld, wie is verantwoordelijk wanneer militaire <\/span>AI-toepassingen gaan fout<\/span><\/a>? De ontwikkelaars? De verantwoordelijke? Of iemand verderop in de keten?<\/span><\/p>\n

AI-oorlogssystemen worden al ingezet in de conflicten in Oekra\u00efne en Palestina-Isra\u00ebl, maar deze vragen blijven grotendeels ongetest.<\/p>\n

Laten we hopen dat het zo blijft.<\/p>","protected":false},"excerpt":{"rendered":"

Het Amerikaanse leger experimenteert met de integratie van AI-chatbots in hun strategische planning, zij het binnen de grenzen van een oorlogssimulatie gebaseerd op het populaire videospel Starcraft II. Deze studie, geleid door het US Army Research Laboratory, analyseert OpenAI's GPT-4 Turbo en GPT-4 Vision slagveldstrategie\u00ebn. Dit maakt deel uit van OpenAI's samenwerking met het Ministerie van Defensie (DOD) na de oprichting van de generative AI taskforce vorig jaar. Het gebruik van AI op het slagveld is onderwerp van verhitte discussies, waarbij een recent vergelijkbaar onderzoek naar AI-oorlogsvoering uitwees dat LLM's zoals GPT-3.5 en GPT-4 de neiging hebben om diplomatieke tactieken te escaleren, soms<\/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\" href=\"https:\/\/dailyai.com\/nl\/2024\/03\/the-us-army-experiments-with-gpt-4-controlled-battlefield-tactics\/\" \/>\n<meta property=\"og:locale\" content=\"nl_NL\" 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