AI Trainer

Train AI 224,000× cheaper.

Know when your model understands. Stop wasting compute on memorization.

WHAT IT DOES

Grokking detection: exact epoch when understanding arrives
Multi-signal: accuracy jump + energy drop + weight compression + gap closing
Plateau detection: knows when to change strategy
Energy tracking: Landauer cost per correct answer
Actionable recommendations: stop, continue, change optimizer, add data
Compute savings estimation: how much you'd waste without detection

Tells you WHEN to stop training. Every minute past grokking is wasted money.

TRY IT

LIVE DEMO

Sample: Classic grokking trajectory — memorize then suddenly understand

$49/user/mo/mo

Replaces: Weights & Biases ($50/user/mo), Neptune.ai ($79/user/mo)

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