I fully admit this is over my head, but I was wondering if someone could give me the 30 second noob explanation as to what this is, exactly what it's written in and ...

AI2 has unveiled Bolmo, a byte-level model created by retrofitting its OLMo 3 model with <1% of the compute budget.