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Glossary1

Structured outputAsking the model to return data that conforms to a format you specify (usually a JSON schema) instead of free prose, so downstream code can parse it directly without guessing.

Found 2 articles

How Machines Read Financials: From PDF to Structured Data

The first bottleneck of automating financial-statement analysis is that machines cannot read the PDF. This article breaks down the three paths — text-layer extraction, OCR, and layout analysis — explains why financial tables are especially hard to read and why human proofreading is mandatory after OCR, and gives the design concepts of structured output (JSON schema).

2026/09/30 · Financial Statement Parsing · OCR · AI Agent

Evidence

The "Non-Text-Generating Model": Jev and the New System One Category, and How Agent Architecture Changes When AI Only Answers Multiple Choice

TypeSafe AI emerges from stealth with a $40M seed and releases Jev, a System One model that generates no text and only answers typed questions (choice / score / noul). It answers multiple questions in parallel in a single forward pass, returns calibrated probabilities, with ~100ms latency, priced at $0.042/MTok.

2026/09/19 · Jev · TypeSafe AI · System One