SAGE: Mitigating Long-Horizon Reasoning Biases via Topological Guidance
SAGE uses algebraic and hyperbolic guidance to reduce long-horizon LLM reasoning biases, with up to an 8-fold gain.
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AI conference ICLR is drowning in abstracts, with roughly 50,000 submissions before the deadline
ICLR 2027 received roughly 50,000 abstracts before its deadline, far above ICLR 2026's 19,500 valid submissions, straining peer review.