intro is HTML now

intro.md

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-# GUI-Decisions: computer-use steps read in one forward pass
-
-Give it a screenshot and an instruction. Instead of *writing* `{"action": "click", "point": [412, 288]}`
-token by token, the model fills a fixed template of slots, and every slot's answer is read from a single
-forward pass: the action, and the point as a 256-bin distribution over x and over y. Nothing is decoded.
-The heatmap is that distribution.
-
-Gemma 4 31B with a LoRA ([GUI-Decisions-31B-LoRA](https://huggingface.co/infinitylogesh/GUI-Decisions-31B-LoRA),
-merged: [GUI-Decisions-31B](https://huggingface.co/infinitylogesh/GUI-Decisions-31B)).
-Blog post: [Stop Decoding Coordinates](https://logeshumapathi.com/blog/2026/10/06/slot-reading.html) ·
-code: [gui-decisions](https://github.com/infinitylogesh/gui-decisions).
-
-*Timings here are this Space's shared GPU running bf16 in plain transformers. Served on vLLM (NVFP4, one
-RTX PRO 6000) a step takes ~146 ms against ~470–550 ms for the same model writing its native JSON.*