What the data says
Everything below is computed from the 1,138 verified cases in the database — no extrapolation, and the numbers move as the hourly sync runs.
| Verified cases | 1,138 |
| Categories | 12 |
| Industries named | 514 |
| Year range | 2013–2026 |
| Mean validator confidence | 76.3% |
| Carry an importance rating | 1,138 |
| Mean importance | 5.7 / 10 |
| High-importance (8+) | 125 |
| Importance backed by a stated scale | 393 |
Solution status
ai-assisted
678
partially-solved
311
solved
149
Cases per year
2013
9
2014
5
2015
9
2016
21
2017
27
2018
49
2019
85
2020
140
2021
175
2022
175
2023
195
2024
161
2025
83
2026
4
Cases per category
Medicine & Health
424
Biology & Life Sciences
274
Climate & Environment
122
Engineering & Materials
98
Physics & Astronomy
62
Software & Coding
47
Robotics & Autonomy
37
Business & Industry
27
Science & Research
24
Education & Everyday
9
Mathematics
7
Research & Humanities
7
Deployment stage
From the abstracts only — most papers do not say, so this is thin.
research
1,099
pilot
26
deployed
12
commercial
1
Model openness
Also thin: abstracts rarely state whether the model was released.
not stated
1,028
open-source model
79
mixed
16
proprietary model
15
Importance basis
inferred
745
stated
393