Find a story
Search Spins
Search titles, summaries, and missing voices across published articles — press releases, announcements, and media coverage.
0 results for “neuro-symbolic”
ConWriter: Transition-Constrained Stateful Long-Form Story Generation with Lightweight Neuro-Symbolic Consistency Control
ConWriter is a new training-free neuro-symbolic framework for long-form story generation that enforces narrative consistency at the scene level using dynamic memory and symbolic state reasoning.
Aug 7, 2026
NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability
A new neuro-symbolic framework called NeSyFS is proposed to improve LLM agent decision-making under partial observability by integrating fast-reactive and slow-reflective reasoning modules with a knowledge graph–based belief state representation.
Aug 3, 2026
InvWeaver: Deductive Feedback for Invariant Synthesis in Interacting-Loop Programs
InvWeaver is a new neuro-symbolic framework introduced in an arXiv preprint that improves loop invariant synthesis for programs with multiple interacting loops — a longstanding challenge in formal program verification.
Jul 9, 2026
PACE: A Neuro-Symbolic Framework for Plausible and Actionable Counterfactual Explanations
PACE is a new neuro-symbolic framework that integrates neural prediction with symbolic reasoning to generate counterfactual explanations constrained by real-world domain feasibility — addressing a known weakness in explainable AI where counterfactuals are technically valid but practically implausible.
Published Jul 3, 2026 · Analyzed Jul 6, 2026