Feature the new MOSS and DeepSeek tools

README.md

@@ -13,6 +13,18 @@ short_description: Post-training, model behavior and transparent evaluation.
 
 Research into post-training, model behavior and systems that improve AI. We publish checkpoints and evaluation records so researchers can inspect the results.
 
+## MOSS Layout Studio
+
+Draw text, object and character boxes for MOSS-Image-Base. Keep exact copy in an editable draft, then export the centered model-coordinate JSON. Runs locally in your browser.
+
+[Open MOSS Layout Studio](https://huggingface.co/spaces/alphabell/MOSS-Layout-Studio) · [How the coordinates work](https://huggingface.co/blog/alphabell/moss-layout-studio) · [Source and checks](https://github.com/alphabell-research/moss-layout-studio)
+
+## DeepSeek Prompt Parity
+
+Inspect eight saved prompt-format probes for DeepSeek-V4.1-Flash. Compare raw and normalized tool history, numeric reasoning settings, and exact Python/Jinja outputs. Each case includes its input and pinned source references.
+
+[Explore the cases](https://huggingface.co/spaces/alphabell/DeepSeek-Prompt-Parity) · [Run the CLI and inspect the source](https://github.com/alphabell-research/deepseek-prompt-parity)
+
 ## Flint Repair Clinic
 
 Three real Flint coding failures. Edit the source, inspect the browser error, reveal the recorded repair and play the result. Download exact before/after cases with source hashes. Runs locally in your browser, with no inference call.

index.html

@@ -7,6 +7,18 @@
 <p class="tag">ALPHABELL RESEARCH</p>
 <h1>Experiments you can inspect.</h1>
 <p>Post-training, model behavior and systems that improve AI.</p>
+<section aria-labelledby="moss-layout">
+<h2 id="moss-layout">MOSS Layout Studio</h2>
+<p>Draw text, object and character boxes for MOSS-Image-Base. Keep exact copy in an editable draft, then export the centered model-coordinate JSON.</p>
+<nav aria-label="MOSS Layout Studio links"><a href="https://huggingface.co/spaces/alphabell/MOSS-Layout-Studio">Open MOSS Layout Studio</a><a href="https://huggingface.co/blog/alphabell/moss-layout-studio">How the coordinates work</a><a href="https://github.com/alphabell-research/moss-layout-studio">Source and checks</a></nav>
+<p class="tag">Runs locally in your browser.</p>
+</section>
+<section aria-labelledby="deepseek-parity">
+<h2 id="deepseek-parity">DeepSeek Prompt Parity</h2>
+<p>Inspect eight saved prompt-format probes for DeepSeek-V4.1-Flash. Compare raw and normalized tool history, numeric reasoning settings, and exact Python/Jinja outputs.</p>
+<nav aria-label="DeepSeek Prompt Parity links"><a href="https://huggingface.co/spaces/alphabell/DeepSeek-Prompt-Parity">Explore the cases</a><a href="https://github.com/alphabell-research/deepseek-prompt-parity">Run the CLI and inspect the source</a></nav>
+<p class="tag">Saved cases with exact inputs and pinned source references.</p>
+</section>
 <section aria-labelledby="flint-clinic">
 <h2 id="flint-clinic">Flint Repair Clinic</h2>
 <p>Three real Flint coding failures. Edit the source, inspect the browser error, reveal the recorded repair and play the result.</p>