# 🤖 Foundation Models

| Research | Links |
|----------|-----------|
| 🧠🌍 Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond 🌍🧠 | [Post](https://www.linkedin.com/posts/mahmoudrabie2004_forabraiabrscientists-forabraiabrresearchers-activity-7464995974801948672-uHfk?utm_source=share&utm_medium=member_desktop&rcm=ACoAAANl-ukBNmz5qhlJOrQNtSt-ajHYfLd2Bvc) · [Paper](https://arxiv.org/pdf/2604.22748) |
| 🧠🤝 Multi-Agent Systems: From Classical Paradigms to Large Foundation Model-Enabled Futures 🤝🧠 | [Post](https://www.linkedin.com/posts/mahmoudrabie2004_forabraiabrscientists-forabraiabrresearchers-activity-7452438532452757504-S3OC) · [Paper](https://arxiv.org/pdf/2604.18133) |
| 🧠🔁 Pioneer Agent: Continual Improvement of Small Language Models in Production 🔁🧠 | [Post](https://www.linkedin.com/posts/mahmoudrabie2004_forabraiabrscientists-forabraiabrresearchers-share-7450417343601500160-Hyfd) · [Paper](https://arxiv.org/pdf/2604.09791) |
| 🤖📦 Small Language Models are the Future of Agentic AI 📦🤖 | [Post](https://www.linkedin.com/posts/mahmoudrabie2004_forabraiabrscientists-forabraiabrresearchers-activity-7381774223159046144-4lsO) · [Paper](https://arxiv.org/pdf/2506.02153) |
| 🤖🔄 Magma: A Foundation Model For Multimodal AI Agents 🔄🤖 | [Post](https://www.linkedin.com/posts/mahmoudrabie2004_forabraiabrscientists-forabraiabrresearchers-activity-7299058785698897920-6PHP) · [Paper](https://arxiv.org/abs/2502.13130) |
| 🤖🧠 Society of HiveMind: Multi-Agent Optimization of Foundation Model Swarms 🧠🤖 | [Post](https://www.linkedin.com/posts/mahmoudrabie2004_forabraiabrscientists-forabraiabrresearchers-activity-7305067449522032641-Frp6) · [Paper](https://arxiv.org/abs/2503.05473) |
