DeepSeek — Field Evidence
paperUnverified
DeepSeek · DeepSeek · complaint
Field note
Calibrated e-CUSUM Decoding for Quantized Reasoning Models: Why Token Log-Probability Is the Wrong Observable for Decoding Monitors — Low-bit quantization makes small reasoning models inexpensive to deploy but can degrade their chains of thought. This motivates decoder-side monit
collected 2026-07-14original 2026-07-13
Does this shift the US–China race?
Be the first to call it
Impact on the index
Disputed benchmark · minor
China -15
Directional contribution — before recency decay and per-type diminishing returns. How it works →
Related Front
US vs ChinaLikely
U.S. FrontiervsChina Open-Weight
Likely — capability gap narrowing on common tasks
Letters from the Front
Be the first to file a report.