vishalv.com https://www.vishalv.com/tags/kolmogorov-complexity Personal website of Vishal V, featuring writing, ideas, projects, and research en-us vishalvignesh.iitm@gmail.com (Vishal V) vishalvignesh.iitm@gmail.com (Vishal V) Mon, 10 Aug 2026 00:00:00 GMT https://www.vishalv.com/notes/caoFixedRepresentationsVocabulary2026 Beyond Fixed Representations: The Vocabulary and Verifier Gaps in Open-Ended AI https://www.vishalv.com/notes/caoFixedRepresentationsVocabulary2026 Modern AI systems are increasingly being evaluated for their ability to reason, code, prove theorems, use tools, and long-horizon research tasks. These are powerful capabilities, but they share a structural limitation: the representational frame within which the model operates,... Mon, 10 Aug 2026 00:00:00 GMT vishalvignesh.iitm@gmail.com (Vishal V) kolmogorov-complexity