Need
What this desk is for.
A paper diagram that never names the missing dim.
Tools · Foundation · 9 of 37
Paper-to-layer topology
Paste a layer table. Missing dims are flagged. Not a compiler.
How
What runs in this tab.
Paste a layer table. Missing dims are flagged. Not a compiler.
Role analog: AI Research Scientist · 2026 US year-1 replacement $340,400 (market, not payroll). Kernel runs here. This tab stays local. Not zg, not SignalR, not Copilot, not tiktoken.
Desks that sit this analog: AI Research Scientist. Unique pain, not a shared slogan.
2Parsed layers
768Hidden
—Heads
0Shape flags
| Kind | In | Out |
|---|---|---|
| Linear | 768 | 2048 |
| Linear | 2048 | 768 |
Parsed constants. Pink edge = declared out ≠ next in. Not a compiler. Not gradient flow.