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final-bench/README.md

FINAL-Bench · VIDRAFT 🌌

AI deep-tech from Korea — models that improve themselves, and judge what's true.

Beyond AI, Toward AGI.

Website Hugging Face X Threads


We are VIDRAFT, an AI deep-tech lab. FINAL-Bench is our open home for models, benchmarks, and tools. We build self-improving models and, uniquely, a zero-token judge that decides whether an answer can be trusted.

🏆 Public #1 records

Benchmark Result
S1MB (System One Mosaic, 102 models) 🥇 #1 — ZTC v2 beats the open JEV family
AIME 2026 · HMMT 2026 (math) 🥇 #1, perfect score
GPQA Diamond (science) 🥇 #1 under 500B (94.44)
Polaris (drug discovery, 16 tasks) 🥇 world #1
typed-decisions · Metacognition · ExtractBench 🥇 #1

🧱 What we build

Project
🌌 ONGRID — Ontology-Native Graph · Retrieval · Inference · Decision. 3D knowledge graph + zero-token ZTC answer verification. ▶ Live demo
🛡️ ZTC-Judge — verifies any model's answer in one forward pass, zero generated tokens. Model
🧬 Darwin — self-improving (RSI) model family. 11+ public #1 benchmark titles. HF
🔍 AX-RAY — AI safety diagnosis (117 risk items; 23 of 25 public models flagged). HF
🏁 Leaderboards — S1MB, OSC, ALL-Bench and more. HF

🔥 Featured: ONGRID

Structure → Retrieve → Reason → Decide. Upload documents, watch them become a glowing 3D ontology graph, ask in 한국어/English/中文, and get an answer verified by ZTC in zero tokens.

▶ Try ONGRID live · Source

📫 Connect

🌐 vidraft.net · 🤗 FINAL-Bench · VIDraft · 🧵 @vidraft_lab · 𝕏 @VIDRAFT_ai · ✉️ vidraft@mail.vidraft.net

profile views
VIDRAFT · Beyond AI, Toward AGI · AI foundry · ontology graph · zero-token verification · ZTC · self-improving models

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  1. leaderboard leaderboard Public

    The first functional metacognition benchmark that separately measures whether LLMs can say they might be wrong (MA 0.694) versus actually fix it (ER 0.302) — 100 tasks, 15 domains, 5-axis rubric, 8…

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