XERJ Reader-1 launches in preview: verifiable document Q&A at $0.01 per 1M input tokens

omarsar0 · x · 2026-11-14

XERJ Reader-1, a new neurosymbolic model for verifiable document processing, opens a waitlist at $0.01 per 1M input tokens with free output. The neural part reads your document and writes a tiny program; the symbolic part executes it exactly, returning the answer, the exact source words, and every intermediate step. Dates, money and totals are computed, not guessed, and missing info is explicitly flagged. Approved preview accounts start with $1.00 in free balance, and a JSON API exposes answers with evidence.

Related event: XERJ Launches Reader-1 Hybrid Document Parsing Model at $0.01 per Million Tokens(2 posts)→

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