Matthias Wisniowski — WritingI build AI systems that amplify human potential — from self-driving cars to voice agents. Essays on entrepreneurship, building, and the craft of engineering.https://wisniowski.ioen-gbFrom self-driving cars to AI avatars: the same problem in a new suithttps://wisniowski.io/writing/same-problem-new-suithttps://wisniowski.io/writing/same-problem-new-suitPerception, trust, and teaching machines to understand humans — why my job barely changed when I left autonomous vehicles for voice AI.Thu, 18 Jun 2026 00:00:00 GMTAIBuildingPerceptionWhat safety-critical engineering taught me about shippinghttps://wisniowski.io/writing/safety-critical-shippinghttps://wisniowski.io/writing/safety-critical-shippingAt Cruise, a bug could put two tons of steel through a red light. Here's what that pressure taught me about moving fast without being reckless.Wed, 06 May 2026 00:00:00 GMTEntrepreneurshipBuildingCraftHow I run a small engineering teamhttps://wisniowski.io/writing/running-a-small-teamhttps://wisniowski.io/writing/running-a-small-teamConcrete, honest, occasionally uncomfortable — the operating rules I use to keep a small team fast, aligned, and sane.Tue, 24 Mar 2026 00:00:00 GMTLeadershipBuildingCareers aren't linearhttps://wisniowski.io/writing/careers-arent-linearhttps://wisniowski.io/writing/careers-arent-linearOn reinventing yourself every few years — why the winding path is the point, not a detour to apologize for.Wed, 11 Feb 2026 00:00:00 GMTPersonalPhilosophy