I often wonder if being too close to the experimental results and current techniques blinds some people from seeing the bigger picture. Gwern certainly seems good at analyzing large-scale trends in AI research, perhaps broad high-level knowledge of the field is advantageous for this vs deep understanding of specific neural network details.