Developer Clusters 1,711 EA Global Attendees Using Model Residual Streams

WakaruLabs' amplifiedamp used residual stream activations from layer 59 of Trinity Large TrueBase 400B, plus a custom "ontologizer" library, to cluster 1,711 EA Global attendees into 48 color-coded types to decide whom to talk to, arguing SAEs cannot achieve such ontological classification.

2026-10-25 ~ 2026-10-25 · 2 related posts

• Residual-stream ontologizer clusters 1,711 EA Global attendees into 48 types — amplifiedamp · 2026-10-25
• Residual-stream activations used to "ontologize" conference attendees, where SAEs fail — amplifiedamp · 2026-10-25