Transluce Monitor

Creator

Creator

Seonglae Cho

Created

Created

2025 Oct 9 23:17

Editor

Editor

Seonglae Cho

Edited

Edited

2025 Oct 13 10:5

Refs

Refs

AI Hallucination

Superposition Hypothesis

Transluce Monitor

Impressive examples that fix LLM reasoning errors

Fix

AI Arithmetic Reasoning, and

AI Knowledge Conflict

Monitor: An AI-Driven Observability Interface

This write-up is a technical demonstration, which describes and evaluates the use of a new piece of technology. For technical demonstrations, we still run systematic experiments to test our findings, but do not run detailed ablations and controls. The claims are ones that we have tested and stand behind, but have not vetted as thoroughly as in our research reports.

https://transluce.org/observability-interface

Monitor: An AI-Driven Observability Interface

Demo

Transluce Monitor

https://monitor.transluce.org/dashboard/chat

AI Linter, AI debugger

Neuron clustering → extract spurious concept if irrelevant neuron contribute a lot to the activation or neuron description does not match with output

Monitor: An AI-Driven Observability Interface

This write-up is a technical demonstration, which describes and evaluates the use of a new piece of technology. For technical demonstrations, we still run systematic experiments to test our findings, but do not run detailed ablations and controls. The claims are ones that we have tested and stand behind, but have not vetted as thoroughly as in our research reports.

https://transluce.org/observability-interface

Monitor: An AI-Driven Observability Interface

Backlinks

AI Hallucination

Recommendations

///////////