Slop Profile Analysis Ties Kimi K3 Closest to GLM-5.3, Fueling Distillation Speculation
teortaxesTex · x · 2026-10-31
teortaxesTex shared Slop Profile clustering screenshots showing kimi-k3's nearest neighbors are GLM-5.3 (0.705), ox-alpha and aion-3.5, while kimi-k3.1-pro clusters closest to gpt-6-sol and gpt-6-astra. Quoting @KingMaxime04, the thread argues Kimi 3.1 Pro was heavily RL-trained on Astra outputs and CoT, sharing GPT-6's repetitive phrasing. The author also notes Chinese models' slop similarity 'always goes backward in time', calling it a convenient training technique. The analysis offers quantitative evidence for ongoing distillation suspicions.
More from Fun
- Dev self-roasts as the office 'AI evangelist' nobody wants to hear — facontidavide · 2026-10-31
- AI voice assistant replies to chores request with a palace drama quip — ezshine · 2026-10-31
- Dev builds Ah-miu, an AI agent that runs his home devices — argues waiting for humanoids is a billion-dollar mistake — Scobleizer · 2026-10-31
- Spirit Halloween-style AI memes mock the Claude rate limit, post-IPO Anthropic employees and YC tech bros — tech__unicorn · 2026-10-31
- Beff Jezos dresses as the Kardashev Scale for SF Halloween — beffjezos · 2026-10-31
- 'It Worked Locally' Wins the Three-Word Terrifying Story Meme — _jaydeepkarale · 2026-10-31