Official code for NeurIPS 2025 paper "GRIT: Teaching MLLMs to Think with Images"
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Updated
Jan 16, 2026 - Python
Official code for NeurIPS 2025 paper "GRIT: Teaching MLLMs to Think with Images"
Hierarchical RAG architecture scaling to 693K chunks on consumer hardware (4GB VRAM). Features 3-address routing, hybrid vector+graph fusion, and SetFit classification.
Episteme is a persistent epistemic reasoning system with non-monotonic logic, explicit conflict detection, belief revision, and quantitative belief lifecycle management layered on top of symbolic inference.
A rigorous foundation for provable agentic reasoning. Establishes a trust layer for neurosymbolic AI by formalizing optimization constraints in Lean 4. Replaces empirical approximation with deductive verification, ensuring agentic behaviors adhere to strict safety bounds.
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