Long Context Failure: Model Traps in Logic Loop Over 180k Tokens
Developers found severe degradation in models handling long contexts, with one model consuming 180,000 tokens to get trapped in a logic loop while proving a meaningless proposition, exposing significant self-verification flaws.
2026-07-22 ~ 2026-07-22 · 2 related posts
- Long Context Fail: Models Spiral into Infinite Loops Generating Nonsense — teortaxesTex · 2026-07-22
- K3 Spirals for 180K Tokens to Prove Nonsense, Lacks Self-Verification — teortaxesTex · 2026-07-22