2026
The Geometric Reasoner: Manifold-Informed Latent Foresight Search for Long-Context Reasoning
ICML 2026poster
Scaling test-time compute enhances long chain-of-thought (CoT) reasoning, yet existing approaches face a fundamental trade-off between computational cost and coverage quality: either incurring high training expense or yielding redundant trajectories. We introduce The Geometric Reasoner (TGR), a trai…