https://cognaptus.com/tags/efficient-inference/ Recent content in Efficient Inference on Cognaptus Hugo -- 0.145.0 en-us Tue, 06 Jan 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-01-06-small-models-big-brains-falconh1r-and-the-economics-of-reasoning/ Tue, 06 Jan 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-01-06-small-models-big-brains-falconh1r-and-the-economics-of-reasoning/ Falcon-H1R shows that the economics of reasoning depends less on parameter count alone and more on architecture, curated training, verifiable rewards, and confidence-aware inference.