Notes on Act I Log Interpretation: Future Use of Decoder-only LLM
amplifiedamp · x · 2026-08-23
The author adds notes to the Act I log interpretation project. To avoid anomalies from using a small embedding model (SONAR) to generate activations and invert centroids into labels, future work may use a decoder-only LLM. Data was collected from Jul '24 to Apr '25, and a link to all 100 labels is provided.
More from Research
- U. Tokyo Study: 70% of AI Agent Tests Are Wasteful, New Method Cuts Costs by 80% — rohanpaul_ai · 2026-08-23
- AI Framework Predicts Urothelial Carcinoma Outcomes via H&E Images — anantm · 2026-08-23
- APC architecture reduces AgentDojo data exfiltration to 0% in new safety paper — GoodMarch3690 · 2026-08-23
- Localsong: a 1.2B game-music DiT trained from scratch on one H100 in 8 days, now open-source — Amazing-You9339 · 2026-08-23
- What if Chain-of-Thought were reversible? Toffoli/Fredkin-style logic for edge LLMs — Fear_ltself · 2026-08-23
- Grant-funded project seeks local LLM benchmarks for economics with restricted data — aniketapanjwani · 2026-08-23