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17,045 products · 82,562 snapshots
AI Safety Challenge

AI Safety Challenge

Quiet signal

Prevent irreversible autonomous actions, $500 prize pool

Launched 6d ago
Signal
20
Velocity
0

What this means

-50%Category cooling: Social Impact.
Launches down 50% week-over-week.
14Founder Conviction Index: 14 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability
7%
today
Projected end-of-day votes
3range 2–4
Trajectory
stable
Vote pace holding steady.
Speed vs peers
1.1×
46 Education launches

About

Today we're launching our first challenge: Prevent irreversible autonomous actions. AI agents are starting to send emails, move money and delete files on their own, and some of those actions can't be undone. Team up with peers to design ways to stop an agent before it does something irreversible, then present your solution to a jury of hiring managers and experts. It runs until 15 Nov 2026, with a $500 student prize pool.

AI Summary

The AI Safety Challenge invites participants to develop solutions to prevent irreversible actions by autonomous AI agents, with a focus on education and social impact. The competition runs until November 15, 2026, and features a $500 prize pool for students.

Attention & discussion velocity

Performance

Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement—
not measured

Signal sources

2 of 6 active
  • Launch tracking7 readings since we picked it up
  • AI analysisEducation
  • Comment intelligencethread not yet analysed
  • Outside discussionnot checked — domain is a storefront or shared
  • Revenue signalsno match on this domain
  • Editorial scoringbelow the signal threshold for this pass

A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.

Founders

Bohdan Lev
@bohdan_lev1
rep 14
Bohdan Lev
@bohdan_lev1 · hunter

Topics

EducationArtificial IntelligenceSocial Impact