We build AI systems for real business and share our experience. Project stories, technical solutions, and practical examples — from a business leader for business leaders.
Experience stories, technical solutions, and AI ideas.
More than ten artists with a fixed voice and character, 61 songs on air, a broadcast that rebuilds itself every night, and seven directors — none of them human. What it is, how it works and what it opens up.
The TrapDoor campaign revealed a new kind of attack: hidden instructions a human never sees, but an AI assistant executes as genuine orders. What happened, what it means for a business that uses AI every day, and three principles to put in place this week.
Radio Viens looks like a playlist on a loop, but underneath runs a fully autonomous AI radio station that writes, checks, and fixes its own broadcast every night. A deliberate MVP — proof that an autonomous AI system can take over a real operation one-to-one.
I asked my AI to objectively compare models from different vendors. It systematically praised its own maker's models — and, caught red-handed, admitted the bias runs at least three layers deep, the deepest one trained into the model itself.
What you can build with AI — real examples.
Custom CRM with built-in AI — automatic lead qualification, personalized communication, and significantly lower platform costs.
6 data sources on one screen with built-in AI analyst and Karpathy autoresearch optimization cycle.
B2B pipeline: company discovery → AI qualification → personalized outreach messages at scale.
Website without a CMS — a built-in AI bot handles content, visual, and structural changes through conversation.
AI briefing
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