Support notebook AI access tiers and usage limits - #1081
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Enable the notebook AI assistant for authenticated users with note access, and use the account-specific Research AI API responses to control model selection and daily usage.
Validation: TypeScript type-checking, ESLint on all changed files, and 17 isolated mocked-API checks passed. Checks cover downgraded model eligibility, conversation model locks, account switching, admission errors, first-message draft preservation, concurrent sends, cancellation, mid-run limits, and budget resets.
Live end-to-end validation remains pending against the updated backend. The local backend checkout still enforces the old editor/moderator gate on notebook chat routes; this frontend targets the supplied new API contract.