Analytics Dashboard
Research Insights
Explore trends and patterns in AI safety research with real-time analytics.
Category Trends Over Time
Click legend items to toggle categories on/off. Hover for details.
Alignment Theory trending +6%
Safety-Relevant Papers
1365
Days Tracked
17
Categories Used
10
Avg. Daily Papers
80
Research Velocity
Comparing Dec 24 - Jan 1 vs Dec 12 - Dec 23
Recent Period
↓ 11%
643 papers
vs 722 in previous period
Latest Day
↓ 24%
78 papers
Jan 1
Avg per Day
98 papers/day
across 14 active days
Gaining Momentum
Alignment Theory
270 → 287
↑6%
Slowing Down
Governance & Policy
31 → 15
↓52%
AI Control
35 → 19
↓46%
I/O Classifiers
73 → 49
↓33%
Papers Over Time
Showing total papers scanned vs. safety-relevant papers
Category Distribution
Relevance Score Distribution
Top arXiv Categories
Detailed Category Breakdown
| Category | Papers | % of Total | Distribution |
|---|---|---|---|
| Alignment Theory | 557 | 26.5% | |
| Evaluations & Benchmarks | 431 | 20.5% | |
| Robustness & Security | 358 | 17.0% | |
| Agent Safety | 260 | 12.4% | |
| RLHF | 136 | 6.5% | |
| I/O Classifiers | 122 | 5.8% | |
| Mechanistic Interpretability | 93 | 4.4% | |
| AI Control | 54 | 2.6% | |
| Governance & Policy | 46 | 2.2% | |
| Position Paper | 44 | 2.1% | |
Frequent Authors
1
Wei Zhang
5 papers
2
Nathan Kallus
5 papers
3
Khaza Anuarul Hoque
4 papers
4
Hao Li
4 papers
5
Lars van der Laan
4 papers
6
Jiacai Liu
4 papers
7
Jiawei Chen
3 papers
8
Istiak Ahmed
3 papers
9
Ripan Kumar Kundu
3 papers
10
Tin Stribor Sohn
3 papers
Daily Statistics
| Date | Papers | Top Categories |
|---|---|---|
| Thu, Jan 1 | 78 | Alignment Theory Evaluations & Benchmarks Agent Safety |
| Wed, Dec 31 | 103 | Alignment Theory Evaluations & Benchmarks Robustness & Security |
| Tue, Dec 30 | 145 | Alignment Theory Evaluations & Benchmarks Robustness & Security |
| Mon, Dec 29 | 61 | Alignment Theory Robustness & Security Evaluations & Benchmarks |
| Sun, Dec 28 | 71 | Alignment Theory Evaluations & Benchmarks Robustness & Security |
| Thu, Dec 25 | 70 | Alignment Theory Evaluations & Benchmarks Robustness & Security |
| Wed, Dec 24 | 115 | Alignment Theory Evaluations & Benchmarks Robustness & Security |
| Tue, Dec 23 | 173 | Alignment Theory Evaluations & Benchmarks Robustness & Security |
| Mon, Dec 22 | 127 | Alignment Theory Evaluations & Benchmarks Robustness & Security |
| Sun, Dec 21 | 272 | Alignment Theory Evaluations & Benchmarks Robustness & Security |
| Thu, Dec 18 | 0 | |
| Wed, Dec 17 | 0 | |
| Tue, Dec 16 | 0 | |
| Mon, Dec 15 | 31 | Evaluations & Benchmarks Robustness & Security Agent Safety |
| Sun, Dec 14 | 31 | Evaluations & Benchmarks Robustness & Security Agent Safety |
| Sat, Dec 13 | 28 | Evaluations & Benchmarks Robustness & Security Alignment Theory |
| Fri, Dec 12 | 60 | Evaluations & Benchmarks Robustness & Security I/O Classifiers |