Ego-Foresight: Boost RL with Self-Supervised Agent Learning
Discover Ego-Foresight, a self-supervised method enhancing agent-aware representations for faster, more efficient deep reinforcement learning.
Implicit Execution Tracing for Multi-Agent Text Attribution
Discover how Implicit Execution Tracing ensures accountability in multi-agent systems by embedding provenance in final text without execution logs.
AI-Driven Formalization of Vlasov-Maxwell-Landau Equilibrium
Discover how AI tools formalized the Vlasov-Maxwell-Landau equilibrium, revolutionizing plasma research with efficient, verified mathematical proofs.
Mitigating Propaganda in LLMs: Rhetoric Generation Explained
Explore how large language models generate propaganda and learn effective mitigation strategies like ORPO to reduce manipulative content.
Epistemic Filtering & Jury Theorem for Confident Agents
Explore how epistemic filtering and selective participation improve collective decisions and AI safety in confidence-calibrated agent groups.