NEWS / RESEARCH & BUILDING
Progress in research, tools and engineering.
A record of source-backed work and the questions to test next.
The public research adds official SmolVLA / Panda closed-loop tasks, complete-version comparisons, physical fallback and fair-cost experiments, with recorded successes and failures.
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The Innovation Generator subproject of AutoResearch connects source evidence, candidate actions and observed feedback. This update records literature exploration, a controlled computational diagnostic, and improvements to source acquisition and stop closure.
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Organizes the philosophy, architecture and implementation changes of earlier versions, with an independent Innovation Generator entry under AutoResearch.
Read the updateNews dates are site-reporting dates; explicit research-record dates are labelled separately.