https://cognaptus.com/tags/systems-engineering/ Recent content in Systems Engineering on Cognaptus Hugo -- 0.145.0 en-us Sun, 04 Oct 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-10-04-dont-run-the-whole-model-yet-echo-reallocates-verification-across-transformer-depth/ Sun, 04 Oct 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-10-04-dont-run-the-whole-model-yet-echo-reallocates-verification-across-transformer-depth/ ECHO shows how speculative decoding can shift more verification work into cheaper early Transformer layers while keeping final-layer decisions authoritative.