ADAG: Transluce's MLP neuron-level circuit tracing library
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Updated
Apr 10, 2026 - Python
ADAG: Transluce's MLP neuron-level circuit tracing library
Automates attribution-graph analysis via probe prompting: circuit-trace a prompt, auto-generate concept probes, profile feature activations, cluster supernodes.
Circuit Tracing on GPT-2 with TransformerLens Activation Patching
Interactive lab for attribution graphs & circuit tracing — replace polysemantic neurons with monosemantic features, trace causal paths, and patch a real two-hop reasoning circuit. MIT Tech Review 2026 Breakthrough tech.
Chemistry interpretability pilots on Gemma-2-2B via Neuronpedia — SAE feature discovery, causal steering, and circuit tracing. Preliminary evidence for a mechanistic-interpretability predoctoral proposal (no local GPU).
Tracing the shared "override circuit" behind CoT unfaithfulness and sycophancy in Gemma 3, using Gemma Scope 2 SAEs and cross-layer transcoders.
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