TaskTracker is an approach to detecting task drift in Large Language Models (LLMs) by analysing their internal activations. It provides a simple linear probe-based method and a more sophisticated metric learning method to achieve this. The project also releases the computationally expensive activation data to stimulate further AI safety research.
active 2024-05-22 → 2026-05-30 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 739 days from 2024-05-22 to 2026-05-30. Pushes: 15 total, peak 4 in a day. Pull requests: 6 total, peak 2 in a day. Issues: 1 total, peak 1 in a day. Comments: 4 total, peak 2 in a day. Stars: 62 total, peak 7 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| S-Abdelnabi | 9 | 6 | 3 | 0 |
| aideenfay | 8 | 5 | 2 | 1 |
| microsoftopensource | 4 | 4 | 0 | 0 |
| microsoft-github-policy-service[bot] | 3 | 0 | 0 | 2 |
| anrikus | 2 | 0 | 1 | 1 |
Recent activity
Latest issues, pull requests and releases
- Pull request#11S-Abdelnabi2025-09-01 20:31
- Pull request#11S-Abdelnabi2025-09-01 20:28
- Pull request#10aideenfay2025-08-11 12:16
- Issue comment#10anrikus2025-08-08 19:05Reformatted the code using black and isort to comply with pep8 s…
- Issue comment#10microsoft-github-policy-service[bot]2025-08-08 18:17Reformatted the code using black and isort to comply with pep8 s…
- Pull request#10anrikus2025-08-08 18:11
- Issue comment#7aideenfay2024-11-20 17:32Action required: migrate or opt-out of migration to GitHub inside Microsoft
- Issue comment#7microsoft-github-policy-service[bot]2024-11-14 18:06Action required: migrate or opt-out of migration to GitHub inside Microsoft
- Pull request#9aideenfay2024-11-14 18:04
- Pull request#9S-Abdelnabi2024-11-14 17:58
- Issue#1microsoft-github-policy-service[bot]2024-05-22 15:55This repo is missing important files
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 62 stars here means stars gained during the window, not the repo's star count.