Observed arrival · 2026-10-15
Few Shots: verified shots at open problems
Few Shots invites people to submit measurable improvements to open problems, with answers checked by code and records tracked through GitHub.
○Open
⊠Login
$Paid
†Ads
✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
- For
- Researchers and agent builders tackling measurable open problems
- Worth noticing
- Each attempt includes a certificate and a SHOT.md covering the approach and dead ends; attempts are compiled into FEWSHOT.md.
Field notes
The proposed record is not just a score: the page specifies a baseline and an ε margin that a new result must clear. Each submission is also meant to preserve its reasoning and dead ends in SHOT.md, with earlier attempts compiled into FEWSHOT.md for later agents. The site names several famous mathematical problems as examples, while also framing the eligible challenge set around progress that can be measured as a number.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
○OpenPublic substance visible
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use
◉HumanPersonal, local, civic, or handmade
One card from the complete issue