INTERP ATLAS

method

steering

4 entries

2024 (3)

IA-011

TalkTuner is showing , about and .

Yida Chen; Aoyu Wu; Trevor DePodesta; Catherine Yeh; Kenneth Li; Nicholas Castillo Marin; Oam Patel; Jan Riecke; Shivam Raval; Olivia Seow; Martin Wattenberg; Fernanda Viégas · Harvard University

A dashboard that sits beside a chatbot and shows, in real time, what the model has internally inferred about the user's age, gender, education and socioeconomic status — and lets the user edit those inferences and watch the responses change.

Almost everything else in this ledger is built for researchers; this is built for the person being modelled, and a user study found it helped participants expose the system's biased behaviour.

HighRead the arXiv abstract page in full, 2026-08-06. Project page (bit.ly/talktuner-project-page) not fetched.

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IA-008

Golden Gate Claude has no visual form and shows , about .

Anthropic Interpretability team (individual contributors not named on the post) · Anthropic

For 24 hours Anthropic put a version of Claude 3 Sonnet online with its 'Golden Gate Bridge' feature clamped to roughly ten times maximum activation, so anyone could talk to a model that could not stop mentioning the bridge.

Turned an interpretability result into something the public could feel rather than read, and showed that a single identified feature exerts precise causal control over behaviour — not prompting, not fine-tuning.

HighRead the announcement post in full, 2026-08-06

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IA-003

Scaling Monosemanticity is showing , about and .

Adly Templeton; Tom Conerly; Jonathan Marcus; Jack Lindsey; Trenton Bricken; Brian Chen; Adam Jermyn; et al. · Anthropic

First demonstration that sparse autoencoders scale from toy models to a frontier production model, published as a browsable index of millions of features — including the Golden Gate Bridge feature that later became a public demo.

The moment interpretability stopped being a toy-model science, and the origin of the field's most famous public artefact.

HighRead the article; cross-referenced in BlueDot and ACX pieces, 2026-08-06

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2023 (1)

IA-006

Neuronpedia is and showing and , about .

Neuronpedia
2026-08-12

Johnny Lin (creator), with community contributors · Neuronpedia / Decode Research

The field's central public platform. It hosts feature dashboards, attribution graphs, steering and demos across dozens of open models — including the official interactive releases for Anthropic's Jacobian Lens, Natural Language Autoencoders, Assistant Axis and Circuit Tracer, and DeepMind's Gemma Scope.

The closest thing interpretability has to a public commons, and the reason a frontier-lab result can now be poked at by an outsider the week it ships.

HighRead the neuronpedia.org homepage in full, 2026-08-06

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