Kimi K3.1 Pro chain-of-thought slips into self-referential loops

Pawel Huryn's series of posts shows Kimi K3.1 Pro's reasoning degrading into self-referential loops, garbled token-monitoring monologues, and self-commands to stop before producing its final answer.

2026-10-24 ~ 2026-10-24 · 4 related posts

• Kimi K3.1 Pro hallucinates token monitoring monologues before output turns to garble — PawelHuryn · 2026-10-24
• Kimi K3.1 Pro reasoning spirals into self-referential loops mid-benchmark — PawelHuryn · 2026-10-24
• Kimi K3.1 Pro tells itself to stop: 'I'm ordering myself to end this broadcast' — PawelHuryn · 2026-10-24
• Model output spirals into self-referential loop while insisting its refusals are correct — PawelHuryn · 2026-10-24