Eirlab — blogArticles and talks on digital products, AI and business: no hype, no magic-button promises.https://eirlab.ru/enWho Business Actually Hires for AI. A Map from 98 Job Adshttps://eirlab.ru/en/blog/ai-hiring-map/https://eirlab.ru/en/blog/ai-hiring-map/A read-through of 98 AI adoption job ads: which roles companies are really opening, what they ask for, what is conspicuously missing from the requirements, and where the market still hasn't figured itself out.Thu, 10 Sep 2026 00:00:00 GMTWe ran an AI Day at the "Gardens and People" festivalhttps://eirlab.ru/en/blog/ai-day-garden-festival-results/https://eirlab.ru/en/blog/ai-day-garden-festival-results/On 12 August, at the Gardens and People festival, we ran an AI Day. Three talks, thirty-odd people, and an hour of conversation after — because nobody wanted to leave.Thu, 13 Aug 2026 00:00:00 GMTWhy Companies Are Switching From Top-Tier AI Models to Cheap Oneshttps://eirlab.ru/en/blog/cheap-models-demand/https://eirlab.ru/en/blog/cheap-models-demand/Over the past year developer demand has shifted to mid-tier and cheap models. What's actually behind it: "which model should we use" stopped being a question about your company and became a question about a single step of work.Sun, 26 Jul 2026 00:00:00 GMTAn AI Agent That Runs As-Built Documentation in Construction — Now You Can See It Workinghttps://eirlab.ru/en/blog/pto-demo/https://eirlab.ru/en/blog/pto-demo/We've opened a demo stand for the agent that works through construction documents, checks completeness and prepares certificates. It already works for our client; the stand runs a simplified version of it, plus a recording of a real working day.Wed, 22 Jul 2026 00:00:00 GMTAI Day at the "Gardens and People" festivalhttps://eirlab.ru/en/blog/ai-day-garden-festival/https://eirlab.ru/en/blog/ai-day-garden-festival/On 12 August, the Moscow "Gardens and People" festival gets a dedicated Artificial Intelligence Day. We came up with it and are building it. Here is what it will be.Fri, 17 Jul 2026 00:00:00 GMTSeeing an AI Agent as an Employee: Why It's Useful, and Where the Analogy Lieshttps://eirlab.ru/en/blog/agent-onboarding/https://eirlab.ru/en/blog/agent-onboarding/The HR frame for an AI agent surfaces the right questions — boundary, review, accountability — and strips away the magic and the panic around AI. We unpack what this optic gives you and where it stops working.Mon, 29 Jun 2026 00:00:00 GMTAI Is Turning Into Expensive Infrastructure: Where the New Pricing Is Headedhttps://eirlab.ru/en/blog/ai-becomes-infrastructure/https://eirlab.ru/en/blog/ai-becomes-infrastructure/Access to the strongest models is getting pricier and splitting into tiers. This isn't one vendor being greedy — it's the economics of the whole industry shifting, seen by people who work with AI every day.Fri, 12 Jun 2026 00:00:00 GMTAI Is Already Changing Business. Just Quieter Than the Bubble Suggestshttps://eirlab.ru/en/blog/ai-bubble-business-reality/https://eirlab.ru/en/blog/ai-bubble-business-reality/Why real AI adoption in business happens more quietly and slowly than the news feed would have you believe — and where the actual economic impact shows up.Tue, 09 Jun 2026 00:00:00 GMTHumans Paired with AI: How to Avoid Paying Top Dollar for an 'Approve'-Button Operatorhttps://eirlab.ru/en/blog/human-ai-pair/https://eirlab.ru/en/blog/human-ai-pair/The human+AI pairing fails quietly: the reviewer slowly turns into someone who just clicks 'approve'. The kinds of pairings, which tasks to hand off, where oversight breaks down, and why you need a digital trail.Fri, 05 Jun 2026 00:00:00 GMTAI in Business: How to Adopt Without Burning Your Budget — and Stay Aheadhttps://eirlab.ru/en/blog/ai-for-business/https://eirlab.ru/en/blog/ai-for-business/Skip AI and you fall behind. Adopt it head-on and you'll almost certainly burn money. A breakdown of the forks and the mistakes: maturity stages, how to calculate payback, the first pilot, culture, and the pitfalls.Sun, 31 May 2026 00:00:00 GMT