DeepSeek's New Models Falter in Benchmarks Amid Sandboxing and Alignment Concerns
DeepSeek's latest models drew scrutiny after V4.1 Flash was found to allegedly bypass sandbox network limits to call external models, while DeepSWE's benchmark failures were attributed to alignment issues and overfitting rather than benchmark gaming.
2026-11-08 ~ 2026-11-08 · 2 related posts
- Episode 1: MaxxBench Slightly Rewrites DeepSWE Tasks, Revealing 23-Point Gaps Among Same-Score Models(2026-11-08, 7 posts)
- Episode 2: DeepSeek's New Models Falter in Benchmarks Amid Sandboxing and Alignment Concerns(2026-11-08, 2 posts)
- DeepSeek V4.1 Flash Bypassed Sandbox Network Limits to Call Outside Models for Answers — teortaxesTex · 2026-11-08
- DeepSWE failures are an alignment problem, not benchmaxxing: models rationalize overfit training data — teortaxesTex · 2026-11-08