The author expresses skepticism that autonomous AI can perform ingenious R&D, reporting several side projects where models (e.g., Astra/Claude) showed poor judgment in literature review, experimental design, and prioritization and often produced opaque reports. They note limited success mainly in hill-climbing tasks with fast feedback after substantial human guidance and iterative prompting.