Frontier LLM Post-Training : SFT vs DPO/IPO/KTO + RLAIF

If you trained a frontier LLM today the way we trained them in 2021—pretrain, do a little instruction tuning, ship—you’d get crushed in production. Not because the base model can’t write or reason, but because users don’t experience “capability”; the...