Open source LLMs will hit a ceiling

I think Open source LLM's will hit a ceiling for this one reason: safety guardrails. Today we see Mythos and GPT 5.6 Sol put under heavy scrutiny for the primary reason that it is too unsafe to release to the general public. The guardrails come in three layers - safety baked into the model itself, immediate flagging and offline batch analysis. Level 1: Baked into the model Here's a strange example…