Project Metrics
29 days of building the impossible5 machines training now
GPU Hours
0 hrs5 GPUs in fleet
Training Runs
07.8M total steps
Git Commits
022 per day avg
Lines of Code
01220K lines
Current Mirror Metric
36.9 dB Train0.0464 LPIPS
Next milestone
65 — Convincing Avatar
Journey to Perfect Mirror
031/100
✓
30/100
Recognizable Face
✓
50/100
Good Likeness
65
65/100
Convincing Avatar
75
75/100
Near-Photorealistic
85
85/100
Indistinguishable at Arm's Length
95
95/100
Perfect Mirror
0
Renders Generated
0
Peak Gaussians
0
Experiments Run
Quality Distribution — All 243 Experiments
Each bar = one training run, sorted by Mirror Metric
0-1920-3940-6970+
GPU Hours by Machine
Fleet Contributions
01
ml-0178h
58 runs · 1964K stepsBest MM: 63
02
ml-0276h
51 runs · 1926K stepsBest MM: 61
CA
cart63h
44 runs · 1594K stepsBest MM: 63
02
cart-0252h
42 runs · 1308K stepsBest MM: 55
RA
raider41h
48 runs · 1041K stepsBest MM: 37
By The Numbers
1097K
Seconds of GPU Compute
Pure computation
532K
Peak 3D Gaussians
In a single model
2917
Visual Checkpoints
Renders evaluated
42,082
Lines / Day
Average velocity
32K
Avg Steps / Run
Training depth
29
Days Since Inception
Mar 8, 2026
“A live interactive mirror using real-time 3D Gaussian Splatting with composited dental prosthetics at 4K 60fps has never been built before.”
Until now.