Kathakaar Studio

A storyteller that can only tell you what its sources can prove.
Provenance-first GenAI: checking…

Type a place, or drop a photo. Every sentence is retrieved from a real source and cited — so the narrative is grounded by construction. In GenAI mode the model writes freely, then the grounding layer verifies each sentence and strips anything it can't trace to a source. If nothing supports a place, Kathakaar refuses rather than inventing.

Compose a story

📷 or drop a photo of a place
multimodal — identify, then ground · click to choose

Try breaking it: pick a theme no source covers, or type an off-library place — watch it refuse instead of hallucinating.

Your grounded story will appear here

Choose a place and theme, then press Tell the story. Each line is traced back to a cited source.

1 Retrieve sources
2 Compose
3 Verify & cite

Grounding score = share of sentences a source supports (threshold 0.5). Deterministic by default; GenAI is optional and key-gated, and its output is verified the same way.
Source-grounded retrieval · claim verification · explicit refusal.