Recursive Logic v2: Zero-Shot Reasoning
REPORT_ABSTRACT
Zero-shot reasoning performance is highly dependent on an agent's ability to identify errors in its own outputs before final execution. In Recursive Logic v2, we introduce automated self-reflection modules within the reasoning loop of HYDRA-Z, allowing it to double-check hypotheses and correct logic paths on the fly.
Deductive Logic Loops
HYDRA-Z operates by generating multiple parallel logic outputs, which are then passed to a separate critic node. This critic checks for logical inconsistencies and feeds back descriptive logs, triggering local refinement iterations.
Zero-Shot Adaptability
Through recursive reflection, the model performs highly complex mathematical proofs and code auditing tasks without relying on expensive task-specific fine-tuning datasets, showcasing broad generalization capacity.