Encourage richer grounded rewrites

Strengthen grounded repair attempts and usefulness floor

Tighten grounded junk-data rewriting

Make grounded mode enforce evidence alignment

Tighten curation messaging and mock-mode caveats

Remove distracting compatibility pill from hero section

Reposition Moonshine for enterprise fine-tuning data curation

Optimize efficiency: smart routing and tighter prompts

Fix Jensen Huang quote to verified source

Add Quick Demo tab and optimize for NVIDIA hiring demo

Add retry logic and increase timeout for model requests

Reduce workers to 1 to avoid API rate limiting

Revert show_progress - was breaking click handler

Disable Gradio default progress bar entirely

Fix duplicate progress bars during corpus processing

Auto-detect row count and default to processing all rows

Increase corpus max rows from 12 to 25

Expand unsafe and tool verification pattern detection

Add cheap pre-filter stage before expensive model calls

Invert to earn-up scoring model with usefulness floor

Add signal density scoring to prevent thin outputs

Reorganize metrics panel with clear hierarchy

Add visible reference mode status indicator

Add grounded references and trace honesty filtering

Clarify token expansion metrics

Harden corpus cleanup and model call tracking

Tighten corpus truth floor and review exports

Refine corpus export download controls

Add corpus export bundle flow

Add score metric hover tooltips

Speed up corpus benchmark mode

Fix uploaded dataset preview output

Flatten top-level navigation

Add separate about page

Replace blank metrics JSON with metrics panel

Simplify hero and tighten upload CTA

Hide JSON labels in metrics tabs

Replace dataset file widget with upload button

Hide gradio upload block label chip

Make file selector button readable

Preserve file picker while hiding upload label

Replace file label with custom upload heading

Fix upload button text contrast

Tighten dataset studio contrast

Improve dataset upload control contrast

Patch Gradio file schema bug

Fix Spaces dataset studio startup

Add dataset studio workflow

Improve token efficiency reporting

Track distillation quality lift