EVE-Agent: Evidence-Verifiable Self-Evolving Agents

EVE-Agent introduces an Evidence-Verifiable Self-Evolving Agent designed to ensure trustworthiness in self-evolution by requiring verifiable evidence for generated instances. This agent modifies the proposer-solver framework, where a proposer creates questions, answers, and evidence spans, which are then evaluated by an evidence verifier.