https://cognaptus.com/tags/graph-transformers/ Recent content in Graph Transformers on Cognaptus Hugo -- 0.145.0 en-us Sun, 07 Dec 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-12-07-benchmarking-without-borders-how-graphbench-rewrites-the-rules-of-graph-learning/ Sun, 07 Dec 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-12-07-benchmarking-without-borders-how-graphbench-rewrites-the-rules-of-graph-learning/ GraphBench shows why graph learning needs broader, harder, and more realistic evaluation before anyone should trust claims about general-purpose graph intelligence. https://cognaptus.com/blog/2025-12-05-fog-of-neuro-why-speech-may-become-the-next-mri/ Fri, 05 Dec 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-12-05-fog-of-neuro-why-speech-may-become-the-next-mri/ A mechanism-first reading of how speech biomarkers and relational graph transformers could turn rare neurological monitoring from episodic snapshots into continuous clinical intelligence.