Comprehension on Blackwell Systemshttps://blog.blackwell-systems.com/tags/comprehension/Recent content in Comprehension on Blackwell SystemsHugoen-usWed, 30 Sep 2026 00:00:00 +0000A Format Can Save Tokens and Still Be Unreadable. We Measured It.https://blog.blackwell-systems.com/posts/bpp-comprehension-tokens-you-cant-read/Wed, 30 Sep 2026 00:00:00 +0000https://blog.blackwell-systems.com/posts/bpp-comprehension-tokens-you-cant-read/A whitespace-delimited format called bpp beat GCF on token count in an integration's benchmark. So we ran an adversarial comprehension study: 8 models, 5 families, ~770,000 records read. Fewer tokens, far more wrong answers. GCF 31% error, JSON 40%, bpp 54%. Full data and reproduction.