VIDRAFT in the Korean Press, 30 October 2026: ViSQL, a Hugging Face Demo, and a Benchmark Analysis
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TL;DR
On 30 October 2026, three Korean outlets reported on VIDRAFT's recent work: Chosun Biz on the ViSQL text-to-SQL engine, AI Times on the demo that Hugging Face's open-source team built for our decision AI, and Economist (Korea) on QuantID's analysis of the official Hugging Face benchmark leaderboards.
| Outlet | Topic | Link |
|---|---|---|
| Chosun Biz | ViSQL: ask in words, get verified SQL | Read |
| AI Times | Hugging Face open-source team builds and donates a demo for Darwin-35B-ZTC-Vision | Read |
| Economist | QuantID: 53 official Hugging Face benchmarks, Korea second in #1 spots | Read |
ViSQL (Chosun Biz)
ViSQL turns a question in plain language into SQL, runs it on a read-only database, checks the result, and writes tables, charts and a report. Darwin-180B-NL2SQL answered 419 of 500 questions on BIRD Mini-Dev (SQLite) and the result was submitted to the BIRD team for listing. The public demo includes a voice-phishing fund-tracing case that drafts a statutory notice from query results.
- Demo: final-bench-nl2sql-demo.hf.space
- Our post: 83.80 on BIRD Mini-Dev
Hugging Face demo (AI Times)
Hugging Face's open-source team built a hands-on demo for Darwin-35B-ZTC-Vision, our vision decision model, and donated it. You give it an image and options, and it returns a probability for each option instead of a long text answer.
Benchmark analysis (Economist)
QuantID counted 53 official Hugging Face benchmarks with 48 leaderboards on 29 October. By the publisher's country, China holds 24 #1 spots, Korea 15 and the USA 2. All 15 Korean #1 spots are FINAL-Bench (VIDRAFT) entries, scored as publisher-reported on Hugging Face. QuantID is a technology partner of VIDRAFT.