Concept based explanation
Concept based explanation is gaining ground in AI research: 0.1% to 0.1% of new AI papers, +0.0 points. It ranks #40 of 214 by gain in share. As of Oct 10, 2026.
- Change in share
- +0.0 pts
- Share, last 3 months
- 0.1%
- Papers, last 3 months
- 36
- Ready for products
- 2.4 / 5
More in Interpretability and mechanistic analysis
Explanation faithfulness0.1% → 0.1%+0.0 ptsInterpretable machine learning0.1% → 0.1%+0.0 ptsHidden state probing0.0% → 0.1%0.0 ptsShortcut learning0.0% → 0.0%0.0 ptsShapley value attribution0.1% → 0.0%0.0 ptsActivation patching0.0% → 0.0%0.0 ptsRepresentation steering0.1% → 0.1%0.0 ptsFeature wise linear modulation0.0% → 0.0%0.0 ptsRepresentation engineering0.0% → 0.0%0.0 ptsShapley additive explanation0.0% → 0.0%0.0 pts
Concept based explanation: quick answers
Yes. Its share of new AI papers went from 0.1% to 0.1%, with 36 papers in the last 3 months.