# ⚖️ Ethics and Safety

| Research | Links |
|----------|-----------|
| 🧠⚠️ Emergent Social Intelligence Risks in Generative Multi-Agent Systems ⚠️🧠 | [Post](https://www.linkedin.com/posts/mahmoudrabie2004_forabraiabrscientists-forabraiabrresearchers-activity-7445141691625414656-XhEN) · [Paper](https://arxiv.org/pdf/2603.27771) |
| 🤖🔧⚙ Trustworthiness Optimisation Process: A Methodology for Assessing and Enhancing Trust in AI Systems | [Post](https://www.linkedin.com/posts/mahmoudrabie2004_forabraiabrscientists-forabraiabrresearchers-activity-7314386670726918144-jR9y) · [Paper](https://www.mdpi.com/2079-9292/14/7/1454/pdf?version=1743681285) |
| ⚖️🔍 Fairness Multi-Agent AI Framework | [Post](https://www.linkedin.com/posts/mahmoudrabie2004_forabraiabrscientists-forabraiabrresearchers-activity-7296042138474049536-O8_d) · [Paper](https://arxiv.org/pdf/2502.07254) |
| 🌟🤖 Morally-Aligned AI Agents | [Post](https://www.linkedin.com/posts/mahmoudrabie2004_forabraiabrscientists-forabraiabrresearchers-activity-7288800836049145856-IOC9) · [Paper](https://arxiv.org/abs/2312.01818) |
| 🛡️🌐 LOKA Protocol: A Decentralized Framework for Trustworthy and Ethical AI Agent Ecosystems 🛡️🌐 | [Post](https://www.linkedin.com/posts/mahmoudrabie2004_forabraiabrscientists-forabraiabrresearchers-activity-7324496447398137856-YVmt) · [Paper](https://arxiv.org/pdf/2504.10915) |
