2 papers
cs.MA2026
Mapping Human Anti-collusion Mechanisms to Multi-agent AI Systems
Jamiu Idowu, Ahmed Almasoud, Ayman Alfahid
As multi-agent AI systems become increasingly autonomous, evidence shows they can develop collusive strategies similar to those long observed in human markets and institutions. Whi…
cs.CL2026
Specialists or Generalists? Multi-Agent and Single-Agent LLMs for Essay Grading
Jamiu Adekunle Idowu, Ahmed Almasoud
Automated essay scoring (AES) systems increasingly rely on large language models, yet little is known about how architectural choices shape their performance across different essay…