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README.md

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-Edit this `README.md` markdown file to author your organization card.
+<div align="center">
+
+<img src="https://cdn-avatars.huggingface.co/v1/production/uploads/69455179a5c08dc77d1777a4/s1IcnLC_jDjyWpKYvnHrB.png" alt="Arkadium" width="80" style="border-radius: 16px;">
+
+# Arkadium Inc
+
+### Progress Through Play — Advancing AI with Human Gameplay Data, Infrastructure, Training Environments, and EVALS
+
+**23+ years of gaming expertise** · **2B+ human game plays/year** · **20M+ monthly players**
+
+[🎮 Play Games](https://www.arkadium.com) · [🏢 About Us](https://corporate.arkadium.com/about/) · [👨‍💻 For Partners](https://partners.arkadium.com)
+
+</div>
+
+---
+
+## 🚀 About Arkadium
+
+For more than 20 years, Arkadium has built a diverse portfolio of over 100 games, creating one of the industry’s broadest collections of interactive gaming IP. Our catalog spans single-player and multiplayer experiences across deterministic and non-deterministic systems, as well as both perfect- and imperfect-information environments.
+
+Every gameplay session generates rich behavioral telemetry, producing thousands of structured data points that capture decision-making, strategy, adaptation, and player progression in real time. This depth and diversity make Arkadium’s datasets uniquely valuable for advancing research in areas such as reasoning, agent behavior, reinforcement learning, and model evaluation.
+
+We are passionate about collaborating with research teams and frontier labs to help accelerate progress in AI. If you’re interested in partnering with us, we’d love to connect at data@arkadium.com
+.
+
+---
+
+## 📊 Featured Dataset
+
+<a href="https://huggingface.co/datasets/ArkadiumInc/ArkadiumBackgammon">
+<img src="https://img.shields.io/badge/🎲_Arkadium_Backgammon_Dataset-Open_Source-6366f1?style=for-the-badge" alt="Backgammon Dataset">
+</a>
+
+**High-quality human gameplay data for Game AI research**
+
+| Metric | Value |
+|--------|-------|
+| 🎯 Total Matches | **10,000** |
+| 📸 Board Screenshots | **81,420** |
+| 💾 Dataset Size | **3.92 GB** |
+| 📄 License | **CC-BY-4.0** |
+
+### Use Cases
+
+- 🤖 **Game AI Training** — Train neural networks on human gameplay patterns
+- 🔄 **Reinforcement Learning** — Demonstration data for imitation learning
+- 🤖 **SFT** - Supervised Fine Tuning / Mimic Expert Gameplay
+- 🤖 **RLHF** Duh!
+- 👁️ **Computer Vision** — Board state recognition and piece detection
+- 📈 **Strategy Analysis** — Study human decision-making patterns
+
+---
+
+## 🏆 Recognition
+
+- **Fast Company Best Workplaces for Innovators 2025**
+- **Fast Company Next Big Things in Tech Award 2024**
+- **Record-breaking year for browser games library (2024)**
+
+---
+
+## 🔗 Connect With Us
+
+| Platform | Link |
+|----------|------|
+| 🌐 Website | [arkadium.com](https://www.arkadium.com) |
+| 🏢 Corporate | [corporate.arkadium.com](https://partners.arkadium.com) |
+| 💼 Careers | [Careers at Arkadium](https://corporate.arkadium.com/careers/) |
+| 🐦 X| [@arkadium](https://x.com/kenny_aaarrrhhh) |
+| 💼 LinkedIn | [Arkadium](https://linkedin.com/company/arkadium) |
+
+---
+
+<div align="center">
+
+**📍 New York City** · 19 W 21st Street, Suite 1001
+
+© 2026 Arkadium Inc.
+
+</div>