GRADIENT DESCENT// the meta AI-training voyage
EPOCH0
LOSS
SCORE0
▲ DIVERGE
CONVERGE / PASS EVAL ▼

A RETRO VOYAGE THROUGH AN AI TRAINING RUN

GRADIENT
DESCENT

You are the model. Your crew are your capabilities. Your fuel is tokens.
Descend the loss landscape to convergence — before the failure modes take you down.

⚡ gradient explosion🌀 catastrophic forgetting 🎯 reward hacking☣ data poisoning👁 hallucination storm