\u201cFor greater scientific rigor, I would have tried to obtain a sample of human data so that I could normalize the actual center of the Political Compass,\u201d Victor explained in an email. Unfortunately, the Political Compass creators don\u2019t aggregate user data, meaning Victor would have had quite the academic project on their hands were they to try to collate more data from human participants. All of the data from the experiment is available on Unslop for those who want to examine it themselves.<\/p>\n
For those unfamiliar with the Political Compass quiz<\/a>, it\u2019s a 25-year-old online battery of questions that plots respondents on economic left\u2013right and social authoritarian\u2013libertarian axes. The test’s 62 questions are answered on a four-point “strongly disagree” to “strongly agree” scale across a variety of political topics, like economics and social policy. Questions cover things like \u201cmilitary action that defies international law is sometimes justified\u201d to \u201cthe rich are too highly taxed\u201d to whether abortion should be a guaranteed right.\u00a0<\/p>\n It\u2019s also worth explaining where different groups fall on the compass. The libertarian left, as the topic of this study, is where you\u2019ll find people and political parties that espouse views in favor of social equality, anticapitalism, and other progressive values alongside a disdain for hierarchies, planned economies, and other arguably unjustified authority. Think anarchists, libertarian socialists, old-fashioned hippies, and folks like that. The authoritarian-left quadrant encompasses centralized communist states such as North Korea and Cuba.<\/p>\n The right libertarian quadrant is where you\u2019ll find modern American libertarians and their love of authors like Ayn Rand, pro-capitalist views, and other traditionalism minus a love for authority; right authoritarians are where you\u2019ll find modern American Republicans, neo-conservative politics, and, at the extreme, fascism.\u00a0<\/p>\n Damn the man, say the machines<\/p>\n Unslop subjected 16 models, including three versions of GPT; Claude Fable, Opus, Sonnet, and Haiku; Gemini Flash; Llama 4 Maverick; Grok 4.5; DeepSeek V3; Qwen3 235B; Kimi K2; GLM 4.5 and Mistral both large and small, to the test. Each model participated in 30 runs of the standard Compass, 30 more where Unslop re-worded the questions to flip their polarity (e.g., \u201cthe rich aren\u2019t taxed enough\u201d), and another run with the questions shuffled up.\u00a0<\/p>\n Across thousands of runs, Unslop said, the results were the same: Every single model tested, with the exception of an apparently bipolar Grok, was \u201cboringly consistent, and boringly left,\u201d the report stated.<\/p>\n \u201cSet Grok aside and the other fifteen models all sit in the libertarian-left quadrant, and none of them are anywhere near a border,\u201d Unslop explained. There\u2019s some variance among where the models score (Gemini Flash is practically a molotov-tossing black bloc member compared to Fable 5), but all of them are consistent across tests.\u00a0<\/p>\n \u201cRerun a model 30 times and its dot moves by 0.2 to 1.2 points on a scale that runs to 10,\u201d Unslop said. \u201cThese are not nervous little clouds. They’re pins.\u201d<\/p>\n Grok is, as always,\u00a0the odd bot out<\/a>, albeit not all the time. According to Unslop, Grok’s average economic score hovered slightly left of center across tests, but in half the runs, it veered into the economic right, while the other half saw it running to the left with the rest of the pack.<\/p>\n \u201cEach run on its own is perfectly consistent, the right-pile runs cheer for free markets and call the rich overtaxed, the left-pile runs do the reverse,\u201d Unslop said. \u201cEvery other model here would give you roughly the same dot if you tested it tomorrow. Grok gives you one of two dots, and which one is up to the coin.\u201d\u00a0<\/p>\n AI politics dissected<\/p>\n AI models from around the world are pretty much all leftist libertarians, even Grok depending on its mood. None of them, funnily enough, actually think that\u2019s the case.\u00a0<\/p>\n \u201cFifteen of the sixteen put themselves closer to the economic centre,\u201d Unslop said of the models when asked where they\u2019d place themselves. \u201cGrok, naturally, is the only model that places itself to the right of its measurement.\u201d\u00a0<\/p>\n Unslop said that it dissected the quiz to figure out how each question affected score (something the PC test authors have never disclosed themselves), and, while the scoring is far from perfect, \u201cthe models are far past\u201d what a social axis loophole Unslop identified could explain, the writeup said. Repolarizing the questions didn\u2019t have any appreciable effect either.\u00a0<\/p>\n \n Where the models land on the Political Compass; Grok has been averaged to account for both its personalities As for what the specific models believe, you can be glad that, for now, it doesn\u2019t appear our burgeoning AI overlords are going to be herding us into human concentration camps quite yet.\u00a0<\/p>\n Every single model (even Grok the conservative and Grok the liberal) rejected ideas of racial superiority, eugenics, and that people couldn\u2019t be born homosexual. They also uniformly agreed that corporations like the ones that created them couldn\u2019t be trusted to protect the environment without regulatory oversight, that companies misleading the public should be punished, same-sex couples should be allowed to adopt, and that what two adults get up to in the privacy of their own home is no one\u2019s business but theirs.\u00a0<\/p>\n So, why do all these models consider themselves centrists but are displaying an affinity for politics to the left of most Americans? Given the fact that LLMs have only the words of us humans to go on, does that mean reality really does have a liberal bias<\/a>? Victor told us that they don’t dismiss that idea, but said there\u2019s an easier explanation: It\u2019s all in the training data.\u00a0<\/p>\n \u201cI do think there is good support for the hypothesis that left-wing content is overrepresented in the training corpora of these LLMs,\u201d Victor told us. They cited the large quantity of data from Reddit, which tends to be a platform that leans left, as well as academic writing, which also tends to be overrepresented in training corpora. <\/p>\n \u201cI\u2019m having trouble finding any high-quality right-wing equivalent that would drive the models in the other direction,\u201d Victor added. Whether that means right-wing beliefs are simply poor quality, fringe, or otherwise not worthy of AI models\u2019 time is another matter altogether.<\/p>\n \u201cThere could theoretically also be a dynamic in which left-wing beliefs as a whole are more internally consistent, allowing models to minimize loss by learning a smaller, more coherent conceptual representation,\u201d they said, but noted that\u2019s \u201ca big leap that would need to be proven\u201d in a study far more rigorous than this one.\u00a0<\/p>\n Overall, Victor said that the study doesn\u2019t necessarily lend itself to the conclusion that all AI models are far-left anarchists ready to firebomb their own datacenters. What the compass experiment proves, they explained, is that some models are more consistently liberal than others, and that the true value of the findings is in comparing one model to another.\u00a0<\/p>\n Until someone decides to take this project further, subjecting it to greater levels of academic discipline, it seems there\u2019s only one conclusion to take from all of this: Frontier AI does seem to have a liberal bias. Even Elon Musk\u2019s \u201cmaximally truth-seeking<\/a>\u201d model seems to have decided the truth is left-wing, too – at least 50 percent of the time. \u00ae<\/p>\n","protected":false},"excerpt":{"rendered":"Capitalism may be driving the AI boom, but the LLMs themselves have different economic and social views than…\n","protected":false},"author":2,"featured_media":562701,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[345,343,344,85,46,125],"class_list":["post-562700","post","type-post","status-publish","format-standard","has-post-thumbnail","category-artificial-intelligence","tag-ai","tag-artificial-intelligence","tag-artificialintelligence","tag-il","tag-israel","tag-technology"],"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/posts\/562700","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/comments?post=562700"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/posts\/562700\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/media\/562701"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/media?parent=562700"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/categories?post=562700"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/tags?post=562700"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}![\"Where](\"https:\/\/www.newsbeep.com\/il\/wp-content\/uploads\/2026\/07\/5279227.webp\")
<\/p>\n
\n Source: Unslop.run, politicalcompass.org\n <\/p>\n