https://www.schuback.tech/blog/ Essays by James Schuback on robotics, embodied AI, AI safety, and building AI systems for economic productivity. en-us Wed, 14 Oct 2026 12:00:00 +0000 https://www.schuback.tech/blog/evaluating-safety-boundaries-for-llm-controlled-robotic-systems/ https://www.schuback.tech/blog/evaluating-safety-boundaries-for-llm-controlled-robotic-systems/ Tue, 15 Sep 2026 00:00:00 +0000 A practical framework for evaluating task proposals, action authority, state freshness, containment, and recovery in language-controlled robot systems. https://www.schuback.tech/blog/from-pixels-to-physical-actions/ https://www.schuback.tech/blog/from-pixels-to-physical-actions/ Thu, 18 Jun 2026 00:00:00 +0000 What a plywood repair task reveals about calibration, uncertainty, perception, and the interfaces that connect a useful model to a dependable physical system. https://www.schuback.tech/blog/ai-productivity-needs-a-verification-loop/ https://www.schuback.tech/blog/ai-productivity-needs-a-verification-loop/ Thu, 12 Feb 2026 00:00:00 +0000 A source-backed look at AI productivity, with a worked engineering research workflow and a concrete way to account for verification, rework, and controlled release. https://www.schuback.tech/blog/adversarial-robustness-and-ai-control/ https://www.schuback.tech/blog/adversarial-robustness-and-ai-control/ Tue, 16 Dec 2025 00:00:00 +0000 Robustness, cybersecurity, loss of control, and human misuse are different problems. A broader look at how to bound autonomous agents and preserve meaningful human authority.