Top HN Weekly Digest · W38, Sep 14-20, 2026

A weekly Hacker News digest for readers who want the strongest stories and discussions from the entire week in one place.


7. I don't like passkeys (hawksley.dev)

832 points · 803 comments · by ethanhawksley

The author argues that while passkeys prevent phishing and data-breach credential theft, their recovery, device-loss, platform-dependence, hardware limits, and cross-device usability problems make them premature for individuals, who may be better served by password managers and independent TOTP apps. [src]

8. I built non-autoregressive decision models with RL a year ago (laya.convaiinnovations.com)

1304 points · 310 comments · by nandakishor_ml

Laya is an open-source, multilingual non-autoregressive decision model family that uses bidirectional encoders for structured, probabilistic classification, claiming sub-35ms latency, support for 100+ languages, and faster, better-calibrated performance than proprietary alternative Jev, while acknowledging limitations with large label sets and zero-shot use. [src]