Adaptive computation
Adaptive computation is gaining ground in AI research: 0.2% to 0.2% of new AI papers, +0.0 points. It ranks #55 of 214 by gain in share. As of Oct 10, 2026.
- Change in share
- +0.0 pts
- Share, last 3 months
- 0.2%
- Papers, last 3 months
- 68
- Ready for products
- 2.5 / 5
More in Efficient inference and compression
Kv cache reuse0.1% → 0.2%+0.1 ptsKv cache compression0.2% → 0.3%+0.1 ptsLoad balancing0.1% → 0.1%+0.1 ptsVisual token compression0.1% → 0.1%+0.1 ptsNeural network quantization0.0% → 0.1%+0.0 ptsDiffusion model acceleration0.2% → 0.2%+0.0 ptsStructured pruning0.1% → 0.1%+0.0 ptsMixed precision quantization0.1% → 0.1%+0.0 ptsVisual token pruning0.2% → 0.2%+0.0 ptsSpeculative decoding0.3% → 0.4%+0.0 pts
Adaptive computation: quick answers
Yes. Its share of new AI papers went from 0.2% to 0.2%, with 68 papers in the last 3 months.