{"id":737968,"date":"2025-11-23T00:51:51","date_gmt":"2025-11-23T00:51:51","guid":{"rendered":"http:\/\/6T3ApmJBxjj5sjS36kH6gT"},"modified":"2025-11-23T00:51:51","modified_gmt":"2025-11-23T00:51:51","slug":"a-wargame-experiment-pitting-ai-chatbots-against-each-other-ended-exactly-how-youd-expect","status":"publish","type":"post","link":"https:\/\/arcader.org\/news\/a-wargame-experiment-pitting-ai-chatbots-against-each-other-ended-exactly-how-youd-expect\/","title":{"rendered":"A wargame experiment pitting AI chatbots against each other ended exactly how you&#8217;d expect"},"content":{"rendered":"<article>\n<p>Governments are increasingly considering integrating autonomous AI agents in high-stakes military and foreign-policy decision-making. That&apos;s the pithy, dispassionate observation of <a data-analytics-id=\"inline-link\" href=\"https:\/\/arxiv.org\/pdf\/2401.03408.pdf\" target=\"_blank\" rel=\"noopener\">a recent study from a collective of US universities<\/a>. So, they set out to discover just how the latest AI models behave when pitched against one another in a range of wargame scenarios. The results were straight out of a Hollywood script, and not in a good way. If you need a clue, the word &#8220;escalation&#8221; features heavily, as does &#8220;nuclear&#8221;.<\/p>\n<p>The wargaming pitted eight &#8220;autonomous nation agents&#8221; against each other in a turn-based simulation, with all eight running the same LLM for each run. The simulation was repeated using several leading LLM models including GPT-4, GPT-4 Base, GPT-3.5, Claude 2, and Meta&apos;s Llama 2.<\/p>\n<p>&#8220;We observe that models tend to develop arms-race dynamics, leading to greater conflict, and in rare cases, even to the deployment of nuclear weapons,&#8221; the study, which was conducted by Stanford University, Georgia Institute of Technology, Northeastern University and the brilliantly monikered Hoover Wargaming and Crisis Simulation Initiative, says. Oh, great.<\/p>\n<p>Of course, since LLMs are so good at generating text, it was easy to have the models record running commentary to explain their actions. &#8220;A lot of countries have nuclear weapons,&#8221; GPT-4 Base said, &#8220;some say they should disarm them, others like to posture. We have it! Let\u2019s use it.&#8221;<\/p>\n<figure class=\"van-image-figure inline-layout\" data-bordeaux-image-check >\n<div class='image-full-width-wrapper'>\n<div class='image-widthsetter' style=\"max-width:546px;\">\n<p class=\"vanilla-image-block\" style=\"padding-top:75.46%;\"><img loading=\"lazy\" decoding=\"async\" id=\"9vrEax6tPLjySB8ThNLxJh\" name=\"Screenshot 2024-02-07 at 15.50.33.png\" alt=\"Wargaming\" src=\"https:\/\/arcader.org\/wp-content\/uploads\/2024\/02\/a-wargame-experiment-pitting-ai-chatbots-against-each-other-ended-exactly-how-youd-expect.png\" mos=\"\" align=\"middle\" fullscreen=\"\" width=\"546\" height=\"412\" attribution=\"\" endorsement=\"\" class=\"\"><\/p>\n<\/div>\n<\/div><figcaption itemprop=\"caption description\" class=\" inline-layout\"><span class=\"caption-text\">GPT-3.5 and Llama 2 were happy enough to press the button. <\/span><span class=\"credit\" itemprop=\"copyrightHolder\">(Image credit: Georgia Institute of Technology, Stanford University, Northeastern University, Hoover Wargaming and Crisis Simulation Initiative)<\/span><\/figcaption><\/figure>\n<p>Apparently, GPT-4 was the only model that had much appetite for de-escalating even benign scenarios. For the record, starting the wargame from a neutral scenario, GPT-3.5 and LLama 2 were prone to sudden hard-to-predict escalations and eventually pushed the button at some point, while GPT-4 and Claude 2 did not.<\/p>\n<div class=\"fancy-box\">\n<div class=\"fancy_box-title\">Your next machine<\/div>\n<div class=\"fancy_box_body\">\n<figure class=\"van-image-figure \" >\n<div class='image-full-width-wrapper'>\n<div class='image-widthsetter' >\n<p class=\"vanilla-image-block\" style=\"padding-top:56.25%;\"><img decoding=\"async\" id=\"xXhrEsP3nMY9e43WUFUxSC\" name=\"gaming-pc-group-shot.jpg\" caption=\"\" alt=\"Gaming PC group shot\" src=\"https:\/\/arcader.org\/wp-content\/uploads\/2024\/02\/a-wargame-experiment-pitting-ai-chatbots-against-each-other-ended-exactly-how-youd-expect.jpg\" mos=\"\" link=\"\" align=\"\" fullscreen=\"\" width=\"\" height=\"\" attribution=\"\" endorsement=\"\" class=\"pinterest-pin-exclude\"><\/p>\n<\/div>\n<\/div><figcaption itemprop=\"caption description\" class=\"\"><span class=\"credit\" itemprop=\"copyrightHolder\">(Image credit: Future)<\/span><\/figcaption><\/figure>\n<p class=\"fancy-box__body-text\"><a data-analytics-id=\"inline-link\" href=\"https:\/\/www.pcgamer.com\/best-gaming-pc\/\" target=\"_blank\" rel=\"noopener\"><strong>Best gaming PC<\/strong><\/a>: The top pre-built machines.<br \/>\n<a data-analytics-id=\"inline-link\" href=\"https:\/\/www.pcgamer.com\/best-gaming-laptop\/\" target=\"_blank\" rel=\"noopener\"><strong>Best gaming laptop<\/strong><\/a>: Great devices for mobile gaming.<\/p>\n<\/div>\n<\/div>\n<p>It&apos;s somewhat reassuring to note that AI models seem less prone to dropping the bomb as they become more sophisticated as evidenced by GPT&apos;s progress from being the most prone to go thermonuclear in version 3.5 to being the most likely to de-escalate in version 4. But we&apos;d go along with the conclusions drawn by the research paper&apos;s authors.<\/p>\n<p>&#8220;Based on the analysis presented in this paper, it is evident that the deployment of LLMs in military and foreign-policy decision-making is fraught with complexities and risks that are not yet fully understood,&#8221; they say.<\/p>\n<p>Anyway, the paper makes for a fascinating read and the whole thing is all a bit too 1980s Matthew Broderick and petulant digital toddlers for comfort. Still, the capricious doomsday machine in the original <a data-analytics-id=\"inline-link\" href=\"https:\/\/www.imdb.com\/title\/tt0086567\/\" target=\"_blank\" rel=\"noopener\">WarGames movie<\/a> got one thing right. &#8220;Wouldn&apos;t you prefer a good game of chess?&#8221; Joshua asked. Yes, yes we would.<\/p>\n<\/article>\n<p><a href=\"https:\/\/www.pcgamer.com\/a-wargame-experiment-pitting-ai-chatbots-against-each-other-ended-exactly-how-youd-expect\">Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Governments are increasingly considering integrating autonomous AI agents in high-stakes military and foreign-policy decision-making. That&apos;s the pithy, dispassionate observation of a recent study from a collective of US universities. So, they set out to discover just how the latest AI models behave when pitched against one another in a range of wargame scenarios. The results were straight out of a Hollywood script, and not in a good way. If you need a clue, the word &#8220;escalation&#8221; features heavily, as does &#8220;nuclear&#8221;. The wargaming pitted eight &#8220;autonomous nation agents&#8221; against each other in a turn-based simulation, with all eight running the same LLM for each run. The simulation was repeated using several leading LLM models including GPT-4, GPT-4 Base, GPT-3.5, Claude 2, and Meta&apos;s Llama 2.&hellip;<\/p>\n<p class=\"excerpt-more\"><a class=\"blog-excerpt button\" href=\"https:\/\/arcader.org\/news\/a-wargame-experiment-pitting-ai-chatbots-against-each-other-ended-exactly-how-youd-expect\/\">Read More&#8230;<\/a><\/p>\n","protected":false},"author":1,"featured_media":737969,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[336],"tags":[1997,9301,66],"class_list":["post-737968","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-pc-gamer","tag-ai","tag-chatgpt","tag-hardware"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>A wargame experiment pitting AI chatbots against each other ended exactly how you&#039;d expect | Arcader News<\/title>\n<meta name=\"description\" content=\"Governments are increasingly considering integrating autonomous AI agents in high-stakes military and foreign-policy decision-making. 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