NEURAL BREAKOUT

Every pixel is a guess.

① COLLECT→ ② TRAIN→ ③ DREAM

REALITY // bot at work

Samples collected: 0
←
0
·
0
→
0
Filmstrip (32×32 training view)

DREAM // nothing here is real

Dream FPS0
Hallucination—
Action·

Keys: ← → or A / D. Ball physics: vibes-based.

TRAINING LAB // teaching pixels about gravity

MODEL
TF.js conditional GAN (pix2pix) · backend: …
G: U-Net, in 32×32×(frame + 3 action planes)
  conv 32→64→128 · deconv + skips → sigmoid
D: PatchGAN 8×8 on (condition, frame)
params:
loss: adversarial BCE + λ·weighted L1 · Adam β1=.5
The network is idle. Its mind is a void.
Loss
epoch 0 · G L1 — · D —
Input | Action | Predicted | Truth