http://parkerwilliams.org/rambling daily 0.75 2026-03-22 http://parkerwilliams.org/rambling/2026/3/21/spectral-instability-in-attention-matrices-as-a-leading-indicator-of-transformer-rule-violations monthly 0.5 2026-03-22 https://images.squarespace-cdn.com/content/v1/51b7806ce4b0d33894940c7d/ee0eb00d-cafd-4f9b-92d9-d71d061ec421/training_curves.png Rambling - Spectral Instability in Attention Matrices as a Leading Indicator of Transformer Rule Violations - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/51b7806ce4b0d33894940c7d/dd542187-9e9e-4a1a-b02b-6c1f97c7930b/event_aligned_qkt_layer_0_stable_rank.png Rambling - Spectral Instability in Attention Matrices as a Leading Indicator of Transformer Rule Violations - Make it stand out Whatever it is, the way you tell your story online can make all the difference. http://parkerwilliams.org/rambling/2025/12/11/good-busy-or-bad-busy monthly 0.5 2025-12-16 http://parkerwilliams.org/home daily 1.0 2025-12-11