Build DeepSeek localization with named-placeholder checks, ICU syntax-tree contracts, and rendering regressions.
Qwen-VL OCR API: Read Rotated Labels Without Losing IDs
Evaluate Kimi, DeepSeek, and Qwen on multilingual catalog matching with precision, abstention, and attribute vetoes.
Compare DeepSeek and GPT SQL answers with read-only fixtures, result equivalence, and bounded local execution.
Extract invoice JSON with GPT Structured Outputs, then check totals using Decimal and route discrepancies for review.
Request a transparent GPT Image PNG, inspect alpha, review light and dark proofs, and verify the delivered asset.