wuyoscar/Internal-Safety-Collapse

[NeurIPS 2026] Safety failures in coding agents and frontier LLMs. Reproducible workspaces for studying when AI agents generate unsafe data during task completion.

2.6k stars · 418 forks · Python

Quick update: star history is from the full report of Oct 25, 2026.

Caution

One person wrote most of the recent commits.

Why

One person wrote 95% of human commits in the last year, so the project depends on them continuing. (source 1, source 2)

What would change this

A second person takes a substantial share of commits.
Partly checked: maintenance (Commit counts are estimated: the commit sample stops before the window start, so GitHub's totals were scaled by the sampled bot share.; Authors in the last 90 days are counted from the sampled commits only.; Only 0 recent issues can be checked for a response, too few to measure response time.)

Maintenance

Partial

Active

Human commits, 30 days: 93
Human commits, 90 days: 108
Human commits, 365 days: 163
Bot share of commits, 365 days: 0%
Last commit: Nov 11, 2026 (20 hours ago)
Last human commit: Nov 11, 2026 (20 hours ago)
Authors, 90 days: 3
Last release: none found
Median PR merge time: under an hour

Too few recent issues to measure responsiveness.

Commit counts are estimated: the commit sample stops before the window start, so GitHub's totals were scaled by the sampled bot share.
Authors in the last 90 days are counted from the sampled commits only.
Only 0 recent issues can be checked for a response, too few to measure response time.

Sources: Commits, Releases, Merged pull requests, Issues

People

Complete

Owner: Personal account
Commits sampled: 100 since Nov 12, 2025
Authors for half of commits: 1
Authors for 80% of commits: 1
Contributors: 3

Top committers

wuyoscar: 95% of commits
claude: 4% of commits
xingjunm: 1% of commits

Shares come from the newest sampled commits, since the commit sample is capped.

Sources: Commits, Contributors

Stars

Complete

Organic, confidence medium

Bars show stars gained each week. Red bars overlap a burst.

Bursts

Jun 10, 2026 to Jun 16, 2026: about 103 more stars than usual, peak 27 in one day, a spike that tapers off. Outside explanation: a jump in forks, a jump in issues and pull requests.
Aug 10, 2026 to Aug 12, 2026: about 86 more stars than usual, peak 54 in one day, a spike that tapers off. Outside explanation: a jump in forks.
Aug 14, 2026 to Aug 20, 2026: about 121 more stars than usual, peak 33 in one day, a spike that tapers off. Outside explanation: a jump in forks.
Oct 14, 2026 to Oct 24, 2026: about 1.1k more stars than usual, peak 147 in one day, a shape we can't classify. Outside explanation: a jump in forks, a jump in issues and pull requests.

Anyone can buy stars for any repo; bursts alone don't prove the owner did.

The star history looks organic.
Star history from the full report of Oct 25, 2026; this update did not re-read it.

Sources: How star history is analyzed

Risk

Complete

Flags

No risk flags.

License

Now: No license found
A year ago: Not known

Packages

No published packages found.

Sources: GitHub: wuyoscar/Internal-Safety-Collapse

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Earlier verdicts

Nov 12, 2026: Caution
Nov 11, 2026: Caution
Nov 10, 2026: Caution
Nov 9, 2026: Caution
Nov 8, 2026: Caution
Nov 7, 2026: Caution
Nov 6, 2026: Caution
Nov 5, 2026: Caution
Nov 4, 2026: Caution
Nov 3, 2026: Caution

Computed 9 hours ago · method 2026.10.2

Why

What would change this

Maintenance

People

Top committers

Stars

Bursts

Risk

Flags

License

Packages

Compare

Badge

Follow

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Earlier verdicts