labs/aicharts: fast mode (Clef first, LLM checks) as demo default #42

Merged

teahubxyz merged 1 commits from labs/aicharts-fast into main

2026-10-18 00:12:54 +00:00

Author	SHA1	Message	Date
Claude	8d1f3baf36	labs/aicharts: fast mode (Clef draws first, LLM checks) as the demo default; clearer series/filter questions Bench: Clef-flash 9/12 at ~0.5 s with uninformative confidence, Llama 12/12 at ~2.6 s. brain=fast draws Clef's chart at once and redraws only if the LLM's differs. Series and filter questions reworded around the three misses. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01VDkN7ukK1kXkqov8FaZxva	2026-10-13 15:52:16 +00:00

Author

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Message

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Claude

8d1f3baf36

labs/aicharts: fast mode (Clef draws first, LLM checks) as the demo default; clearer series/filter questions

Bench: Clef-flash 9/12 at ~0.5 s with uninformative confidence, Llama 12/12 at ~2.6 s.
brain=fast draws Clef's chart at once and redraws only if the LLM's differs.
Series and filter questions reworded around the three misses.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01VDkN7ukK1kXkqov8FaZxva

2026-10-13 15:52:16 +00:00