Security Flaws and Context Limitations in Code Models

Code models inherit insecure patterns from public repositories that safety fine-tuning cannot fully eliminate. Additionally, models with long contexts still miss critical information buried in the middle, requiring careful information retrieval strategies.

2026-07-13 ~ 2026-07-13 · 2 related posts

• Code Models Are Insecure by Default — mdancho84 · 2026-07-13
• Long Contexts Still Lose Middle Information — mdancho84 · 2026-07-13