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Add tooling to localize a model s self-model circuitry mechanistically.
Trend context: Circuit localization is a frontier 2026 interpretability goal.
Requirements
- Identify components contributing ...
enhancement
interpretability
research
MukundaKatta
Add mapping of sparse-autoencoder features to consciousness indicators.
Trend context: SAE feature dictionaries are a leading 2026 interpretability artifact.
Requirements
- Ingest SAE feature activations ...
enhancement
interpretability
research
Add a logit-lens trace of how predictions evolve across layers during introspective prompts.
Trend context: Logit lens is a popular 2026 mechanistic technique.
Requirements
- Per-layer logit projection ...
enhancement
interpretability
visualization
omar-havariAdd concept-activation-vector analysis for a self concept.
Trend context: CAVs (TCAV) are a 2026 standard for concept-level interpretability.
Requirements
- Learn a CAV for self-reference from examples ...
enhancement
interpretability
research
Add representation similarity analysis (RSA) comparing internal representations across models.
Trend context: RSA bridges neuroscience and ML interpretability in 2026.
Requirements
- Compute representational ...
enhancement
interpretability
research
🔴 Problem Attendees currently register for events using their email address, but there is no way for a user to see all
the events they have signed up for, nor can they cancel a booking if their plans change. ...
Aayuiiitmg
Add analysis of attention patterns for self-referential processing.
Trend context: Attention analysis is a 2026 lens on self-modeling.
Requirements
- Extract attention to self-referential tokens (when ...
enhancement
interpretability
research
Add probing classifiers over model hidden states (when accessible) to detect indicator-relevant representations.
Trend context: Probing classifiers are a core 2026 interpretability method.
Requirements ...
enhancement
interpretability
research
Summary
The public registration UI submit E2E test (web-frontend/e2e/registration-flow.spec.ts → * submits a public registration
and shows the email-confirmation success view *) cannot run headlessly ...
nissimbuchs
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Learn how you can use GitHub Issues to plan and track your work.
Save views for sprints, backlogs, teams, or releases. Rank, sort, and filter issues to suit the occasion. The possibilities are endless.Learn more about GitHub IssuesProTip! Restrict your search to the title by using the in:title qualifier.