Innovations in Sustainability, Ethical Megaprojects, and AI Security

Researchers have introduced a multi-factor framework for identifying sustainable bio-based activated carbons, proposed a framework for ethical megaproject innovation, analyzed the influence of collaboration networks on firms' innovation performance, highlighted the dual roles and risks of large language models, developed an AI model for high-resolution canopy mapping, and reviewed the advancements in radionuclide drug conjugates for cancer management. These studies emphasize the importance of sustainability, ethical innovation, network collaboration, cybersecurity, AI governance, and precision medicine in advancing technology responsibly and effectively.