BullshitBench: Detect nonsense, call it out and avoid confidently continuing
2 points · Open discussionbullshit-benchmark
BullshitBench measures whether AI models challenge nonsensical prompts instead of confidently answering them, created by Peter Gostev.
What to know before exploring
What it is
BullshitBench measures whether AI models challenge nonsensical prompts instead of confidently answering them, created by Peter Gostev.
GitHub
Where it is used
No documented product use has been verified yet.
What people are saying
No recommendation phrase was found in the indexed comments.
No classified warning is attached to this page. Read the discussions before treating silence as approval.
Also in these discussions
No other repository is repeatedly linked in the same discussions.
This week on Hacker News
Nov 7–Nov 14 UTC · Direct repository links and separately labeled related project stories. Indexed through 11/14/2026, 5:04:57 PM UTC.
No direct repository links were found in the indexed HN discussions over the past seven days. Older discussions are available below.
Mentions over time
Observed mentions: 2026-02-25 06:35:27 UTC to 2026-03-20 21:00:49 UTC.
Counts come from the repository’s dated source evidence. Index cutoff: 2026-11-02 08:16:59 UTC.
View mention counts and date ranges
| Period | Start (UTC) | End (exclusive, UTC) | Mentions | Submissions | Comments |
|---|---|---|---|---|---|
| Feb 25 | 2026-02-25 00:00:00 UTC | 2026-02-26 00:00:00 UTC | 2 | 1 | 1 |
| Feb 26 | 2026-02-26 00:00:00 UTC | 2026-02-27 00:00:00 UTC | 0 | 0 | 0 |
| Feb 27 | 2026-02-27 00:00:00 UTC | 2026-02-28 00:00:00 UTC | 0 | 0 | 0 |
| Feb 28 | 2026-02-28 00:00:00 UTC | 2026-03-01 00:00:00 UTC | 0 | 0 | 0 |
| Mar 1 | 2026-03-01 00:00:00 UTC | 2026-03-02 00:00:00 UTC | 0 | 0 | 0 |
| Mar 2 | 2026-03-02 00:00:00 UTC | 2026-03-03 00:00:00 UTC | 0 | 0 | 0 |
| Mar 3 | 2026-03-03 00:00:00 UTC | 2026-03-04 00:00:00 UTC | 0 | 0 | 0 |
| Mar 4 | 2026-03-04 00:00:00 UTC | 2026-03-05 00:00:00 UTC | 0 | 0 | 0 |
| Mar 5 | 2026-03-05 00:00:00 UTC | 2026-03-06 00:00:00 UTC | 1 | 1 | 0 |
| Mar 6 | 2026-03-06 00:00:00 UTC | 2026-03-07 00:00:00 UTC | 0 | 0 | 0 |
| Mar 7 | 2026-03-07 00:00:00 UTC | 2026-03-08 00:00:00 UTC | 0 | 0 | 0 |
| Mar 8 | 2026-03-08 00:00:00 UTC | 2026-03-09 00:00:00 UTC | 0 | 0 | 0 |
| Mar 9 | 2026-03-09 00:00:00 UTC | 2026-03-10 00:00:00 UTC | 0 | 0 | 0 |
| Mar 10 | 2026-03-10 00:00:00 UTC | 2026-03-11 00:00:00 UTC | 0 | 0 | 0 |
| Mar 11 | 2026-03-11 00:00:00 UTC | 2026-03-12 00:00:00 UTC | 0 | 0 | 0 |
| Mar 12 | 2026-03-12 00:00:00 UTC | 2026-03-13 00:00:00 UTC | 0 | 0 | 0 |
| Mar 13 | 2026-03-13 00:00:00 UTC | 2026-03-14 00:00:00 UTC | 0 | 0 | 0 |
| Mar 14 | 2026-03-14 00:00:00 UTC | 2026-03-15 00:00:00 UTC | 0 | 0 | 0 |
| Mar 15 | 2026-03-15 00:00:00 UTC | 2026-03-16 00:00:00 UTC | 0 | 0 | 0 |
| Mar 16 | 2026-03-16 00:00:00 UTC | 2026-03-17 00:00:00 UTC | 0 | 0 | 0 |
| Mar 17 | 2026-03-17 00:00:00 UTC | 2026-03-18 00:00:00 UTC | 0 | 0 | 0 |
| Mar 18 | 2026-03-18 00:00:00 UTC | 2026-03-19 00:00:00 UTC | 0 | 0 | 0 |
| Mar 19 | 2026-03-19 00:00:00 UTC | 2026-03-20 00:00:00 UTC | 0 | 0 | 0 |
| Mar 20 | 2026-03-20 00:00:00 UTC | 2026-03-21 00:00:00 UTC | 1 | 1 | 0 |
What Hacker News says
4 sourcesBullshitBench v2: LLMs answering nonsense questions
2 points · Open discussionBullshit Benchmark: how do chatbots respond to silly questions?
3 points · Open discussion