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📉 AIGo · Gradient Descent & Loss
Curve 1 · Single bowl
❤️ ❤️ ❤️
🔥 0
L(θ) = θ⁴ − 2θ²
minimize L by adjusting θ
🤖 AI Coach
The ball rolls downhill. Where it stops = where the AI's training settles. Pick a starting spot.
⚡ Momentum Mode · 2× XP · ball doesn't stop in shallow valleys ⚡
Journey 3 · Gradient Descent
📉 Loss Landscape
Find the deepest valley
Gradient descent walks the marble downhill. Drag to find the deepest valley — beware of local minima that look like the bottom but aren't!
🧠 How it works
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Drag the marble → follow the gradient → find the global min
Choose your difficulty
Steeper drops earn more XP
Training complete
Global minimum found!
0XP
0Globals reached
0Best streak