{"id":13655,"date":"2019-04-04T10:02:35","date_gmt":"2019-04-04T08:02:35","guid":{"rendered":"https:\/\/elementapp.ai\/blog\/?p=13655"},"modified":"2026-03-01T10:22:46","modified_gmt":"2026-03-01T09:22:46","slug":"artificial-intelligence-curiosities-estonia","status":"publish","type":"post","link":"https:\/\/elementapp.ai\/blog\/artificial-intelligence-curiosities-estonia\/","title":{"rendered":"Artificial Intelligence – Curiosities from Estonia"},"content":{"rendered":"\t\t
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Artificial Intelligence - Curiosities from Estonia<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Artificial intelligence in Estonia? When I read an article<\/a> on Wired titled “Can AI Be a Fair Judge in Court? Estonia Thinks So,” I thought “Aha!” Just a few weeks earlier, I had been talking with my law firm’s attorney about building AI tools for the legal industry.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Estonia has long been one of the most digitally advanced countries in Europe. The examples from the Wired article show just how far ahead they are.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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An AI judge<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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This one caught my attention immediately. Estonia’s Ministry of Justice started building an AI system to settle disputes worth up to 7,000 euros. The reason is straightforward: courts can’t keep up with the caseload. Both parties would upload their documents, the system would issue a ruling, and if either side disagreed, they could still appeal to a human judge. Simple, practical, and honestly kind of brilliant.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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AI monitoring farmers<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Farmers in Estonia get subsidies for hay mowing. And where there are subsidies, there are inspections. But here’s the thing: the inspections aren’t done by humans. A satellite photographs the fields, and an algorithm analyzes the image pixel by pixel to determine whether the mowing actually happened. Humans only step in for borderline cases, like when cattle grazing has muddled part of the image. On top of that, two weeks before the mowing deadline, the system automatically texts or emails farmers with satellite photos of their fields and a reminder. That’s a genuinely smart use of automation.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Recruitment system (ATS)<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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This third example hits close to home for us, since it’s directly related to what we’re building in the recruitment system (ATS) Element<\/a>. Estonia built a CV analysis system for people who lost their jobs. It matches individual profiles to specific job offers, which is exactly the process we’re working on in the Element recruitment system<\/a>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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And the results speak for themselves: 72% of people who found new jobs through the AI system were still employed after 6 months, compared to just 58% for those who went through traditional methods. That’s a significant gap. So is this the future of employment offices? Of HR in general?<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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I wrote more about this in “On Automation and Dehumanization of Recruitment Processes<\/a>.” My take: yes, absolutely. I have no doubts about the direction. That said, I don’t think we’ll see fully autonomous recruitment anytime soon. Modern recruitment systems (ATS)<\/a> are getting more ambitious with AI, but we’re still a long way from algorithms running the whole process on their own. What matters is recognizing where this is headed. Estonia is proof that the shift is already underway.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Read more about Element<\/a> here.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\t\t\tDISCOVER ELEMENT!\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\tFast, agile and user-friendly ATS created by recruiters for recruiters\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t
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CEO @ Element. Recruitment Automation Software<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Recent posts:<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\n\t\t\t\tElement now has an API: recruitment that plugs into your own systems\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t
\n\t\t\t\t\t\n\t\t\tMaciej Michalewski\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t
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Element now has a public API (v1-beta). I explain what integrations give recruitment-system clients, the mistakes I made and what they taught me.<\/p>\n\t\t<\/div>\n\t\t\n\t\t\n\t\t\tREAD MORE \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t

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\n\t\t\t\n\t\t\t\tRecruiting from your phone: Element is now mobile, built by AI\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t
\n\t\t\t\t\t\n\t\t\tMaciej Michalewski\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t
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Element’s mobile views are in production. Recruiters and hiring managers now run the process from a phone, and AI wrote 15,000 lines of code in five weeks.<\/p>\n\t\t<\/div>\n\t\t\n\t\t\n\t\t\tREAD MORE \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t

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\n\t\t\t\n\t\t\t\tYou get an email from AI instead of a human, problem?\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t
\n\t\t\t\t\t\n\t\t\tMaciej Michalewski\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t
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Getting an email from AI instead of a human is fine, as long as the data stays high quality. Most routine work is algorithmic, and the outcome matters more than the author of the message.<\/p>\n\t\t<\/div>\n\t\t\n\t\t\n\t\t\tREAD MORE \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t

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\n\t\t\t\n\t\t\t\tThe AI job apocalypse is a fantasy, says a16z. But Poland?\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t
\n\t\t\t\t\t\n\t\t\tMaciej Michalewski\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t
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David George of a16z says the AI job apocalypse is a fantasy. I test his thesis against Polish data and a fresh vibe coded experiment of my own.<\/p>\n\t\t<\/div>\n\t\t\n\t\t\n\t\t\tREAD MORE \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t

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\n\t\t\t\n\t\t\t\tVibe Coded Element x LinkedIn integration is live: project recap\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t
\n\t\t\t\t\t\n\t\t\tMaciej Michalewski\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t
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LinkedIn approved Element’s public XML feed, fully built in vibe coding mode with Claude Code. What that means for people who don’t write code.<\/p>\n\t\t<\/div>\n\t\t\n\t\t\n\t\t\tREAD MORE \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t

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\n\t\t\t\n\t\t\t\tdanehr.pl: a new data hub for the Polish labour market\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t
\n\t\t\t\t\t\n\t\t\tMaciej Michalewski\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t
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Polskie Forum HR has launched danehr.pl, a portal that gathers employment, wages, unemployment and labour market reports in one place. Element is the technology partner of PFHR and feeds one of the portal’s sections.<\/p>\n\t\t<\/div>\n\t\t\n\t\t\n\t\t\tREAD MORE \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

Artificial Intelligence – Curiosities from Estonia Artificial intelligence in Estonia? When I read an article on Wired titled “Can AI Be a Fair Judge in Court? Estonia Thinks So,” I thought “Aha!” Just a few weeks earlier, I had been talking with my law firm’s attorney about building AI tools for the legal industry. Estonia …<\/p>\n

danehr.pl: a new data hub for the Polish labour market<\/span> Read More »<\/a><\/p>\n","protected":false},"author":1,"featured_media":13648,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_yoast_wpseo_opengraph-title":"AI Curiosities from Estonia: Robot Judges and Smart Farms","_yoast_wpseo_opengraph-description":"Estonia uses AI judges for small claims, satellite algorithms to monitor farmers, and CV matching for job seekers. Three real examples of AI in government.","_yoast_wpseo_opengraph-image":"https:\/\/elementapp.ai\/blog\/wp-content\/uploads\/2026\/02\/hero_ai-curiosities-estonia.jpg","_yoast_wpseo_opengraph-image-id":13648,"_yoast_wpseo_twitter-title":"AI Curiosities from Estonia: Robot Judges and Smart Farms","_yoast_wpseo_twitter-description":"Estonia uses AI judges for small claims, satellite algorithms to monitor farmers, and CV matching for job seekers. 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Three real examples of AI in government.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/elementapp.ai\/blog\/artificial-intelligence-curiosities-estonia\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Curiosities from Estonia: Robot Judges and Smart Farms\" \/>\n<meta property=\"og:description\" content=\"Estonia uses AI judges for small claims, satellite algorithms to monitor farmers, and CV matching for job seekers. 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