- AI · hackernoon · 2 min
HackerNoon's 221-Post Index Maps the AI Ethics Landscape
A ranked reading list drawn from reader engagement data surfaces which AI ethics topics practitioners actually find worth their time.
April 26, 2026 Read → → - AI · arxiv/cs.LG · 8 min
Simpler Optimizers Make LLM Unlearning More Robust
Research shows that using lower-order optimization methods during LLM unlearning produces forgetting that resists post-training attacks better than sophisticated gradient-based approaches.
April 21, 2026 Read → → - AI · arxiv/cs.AI · 5 min
Verifiable model unlearning on edge devices without retraining
ZK-APEX combines sparse masking and zero-knowledge proofs to let providers verify that personalized models forget targeted data while preserving local utility.
April 17, 2026 Read → → - AI · arxiv/cs.LG · 6 min
Speech Models Fail Safety Tests That Text Passes
VoxSafeBench reveals speech language models recognize social norms in text but ignore them when cues arrive through voice, speaker identity, or environment.
April 17, 2026 Read → → - AI · arxiv/cs.LG · 6 min
Speech Models Fail Safety Tests That Text Models Pass
A new benchmark reveals that speech language models drop safety, fairness, and privacy protections when cues arrive as audio rather than text.
April 17, 2026 Read → →