2 papers
cs.AI2026
Hidden Anchors in Multi-Agent LLM Deliberation
Apurba Pokharel, Ram Dantu
Multi-agent LLM deliberation, where agents exchange and revise answers over several rounds, is increasingly used to improve reasoning and accuracy, yet how and why it works is rare…
cs.MA2026
Achieving Unanimous Consensus Through Multi-Agent Deliberation
Apurba Pokharel, Ram Dantu, Shakila Zaman +2
Blockchain consensus mechanisms have relied on algorithms such as Proof-of-Work (PoW) and Proof-of-Stake (PoS) to ensure network functionality and integrity. However, these approac…