Safety alignment

Part of LLM alignment and post-training

Safety alignment is gaining ground in AI research: 0.3% to 0.3% of new AI papers, +0.0 points. It ranks #114 of 214 by gain in share. As of Oct 10, 2026.

How we measure

Change in share
+0.0 pts
Share, last 3 months
0.3%
Papers, last 3 months
94
Ready for products
2.2 / 5
0.5%1.0%1.5%Oct 24May 25Jan 26Oct 26other ideasSafety alignment0.2%

More in LLM alignment and post-training

Reinforcement learning post training+0.0 ptsHuman preference alignment0.0 ptsPreference alignment0.0 ptsEmergent misalignment0.0 ptsProcess reward model0.0 ptsProcess supervision0.0 ptsDirect preference optimization0.0 ptsPreference learning0.0 ptsReinforcement learning from AI feedback0.0 ptsHallucination mitigation0.0 pts

Companies working on it

1Google1 papers

Safety alignment: quick answers

Yes. Its share of new AI papers went from 0.3% to 0.3%, with 94 papers in the last 3 months.