# K-AI Community Hub
> Home of AETHER Pre-AGI Architecture, FINAL Bench Metacognitive Benchmark, and VIDraft AI Platform.

## About
K-AI Community is Korea's leading AI research community, developing the AETHER (Autonomous Evolving Thinking & Hierarchical Emergent Reasoning) Pre-AGI architecture. Founded by the team behind VIDraft, which operates 1,500+ AI models with 2M+ monthly active users.

## AETHER Pre-AGI Architecture
AETHER is a 5-pillar Pre-AGI framework:
1. **Emergence Engine**: Higher-order intelligence emerging from agent interactions via 5×5 Magic Square structure
2. **Meta-Cognition (TICOS)**: 8-type metacognitive framework — Uncertainty Recognition, Limitation Acknowledgment, Error Detection, Self-Correction, Evidence Verification, Consistency Maintenance, Confidence Calibration, Selective Abstention
3. **SLAI (Self-Learning AI)**: Perpetual learning without external data, 30% performance improvement at 1/1,000th cost via Darwin platform
4. **Swarm Intelligence (SOMA/MOUSE)**: Supervisor-Operator-Manager-Analyst multi-agent collaboration
5. **Synergy & Antagonism**: Dual cooperation-check mechanism for hallucination suppression

## AGI Level Scale (FINAL Bench)
Partial < Proto < **Pre (Current AETHER Level)** < Pass < Post

## FINAL Bench
- Full name: Frontier Intelligence Nexus for AGI-Level Verification
- World's first metacognitive benchmark for AI
- Scale: 100 tasks × 15 domains × 8 TICOS types × 3 difficulty levels
- Evaluated: 9 SOTA models, 1,800 total evaluations
- Key Findings:
  - MA-ER Gap = 0.392 (declarative knowledge ≠ procedural execution)
  - ER Floor Effect: 79.6% of models cluster at novice self-correction level
  - Self-Correction Contribution: 114.7% of performance gains from ER axis alone
- Rankings: HuggingFace Dataset Global #5, Space of the Week
- Paper: Kim, Kim, Choi, Jang (2026) — SSRN ID 6280258

## VIDraft Achievements
- HuggingFace Heatmap Leaderboard: World #4
- STAR AI TOP 12 (2024): Only Korean company selected by HuggingFace HQ
- CNRS FACTS Grounding: Medical AI LLM World #2
- 1,500+ public AI models and services
- 2M+ monthly active users, 30M+ cumulative visitors
- Seoul AI Hub resident company
- NIPA H200 GPU×8 selected
- NH Bank Open Innovation selected

## Tech Portfolio (8 Items)
1. 5×5 Magic Square Emergence Structure
2. TICOS Metacognitive Taxonomy
3. SLAI Self-Evolving Perpetual Learning
4. SOMA Multi-Agent Collaboration
5. MOUSE Swarm Intelligence Reconfiguration
6. Synergy-Antagonism Method
7. Emergence Engine Standalone Enhancement
8. Universal AGI Framework

## Links
- Website: https://k-ai.community
- FINAL Bench Leaderboard: https://huggingface.co/spaces/FINAL-Bench/Leaderboard
- FINAL Bench Dataset: https://huggingface.co/datasets/FINAL-Bench/FINAL-Bench
- SSRN Paper: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6280258
- HuggingFace Blog (Metacognition): https://huggingface.co/blog/FINAL-Bench/metacognitive
- HuggingFace Blog (Prompt & Dump): https://huggingface.co/blog/FINAL-Bench/pumpdump
- HumanGen.AI: https://www.humangen.ai
- Discord: https://discord.gg/ntUu6QAAvu
- GitHub: https://github.com/final-bench/leaderboard

## Contact
K-AI Community · VIDraft · Seoul, Korea