Target attributes reliably recoverable at k≈10-13, study finds
sineadwilliamso · x · 2026-10-07
The paper's quantitative result: target attributes are already reliably recoverable at k ≈ 10-13, and as k grows, even background object properties become decodable — meaning the top-k outputs commonly exposed by APIs carry substantial scene information beyond what was asked.
More from Research
- CAVEAT testbed exposes how merchants can steer your shopping AI agent — ZacharyHuang12 · 2026-10-07
- GEA treats agent groups as the evolution unit, hitting 71% SWE-bench Verified with zero human help — xwang_lk · 2026-10-07
- 9B model fine-tuned with ~$25 of compute hits 79% of Jev's Decision Index score — sophiamyang · 2026-10-07
- Recovery skills lift real-robot task success from 77.5% to 87.5% in Recova — qinzytech · 2026-10-07
- Self-supervised learning automates thyroid cytology image feature analysis — zakkohane · 2026-10-07
- An excellent overview of AI watermarking and why it can't really be avoided — aronchick · 2026-10-07