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EBMs are so back! Aleph now leads the major formal reasoning benchmarks.

Energy-Based Models (EBMs) have demonstrated renewed competitiveness in formal reasoning tasks, with Aleph achieving leading performance on major benchmarks in this domain. This represents a significa

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Energy-Based Models (EBMs) have demonstrated renewed competitiveness in formal reasoning tasks, with Aleph achieving leading performance on major benchmarks in this domain. This represents a significant development in the resurgence of EBM approaches for complex reasoning applications. The finding suggests that EBMs may offer advantages over alternative architectures for formal reasoning problems.

Source: Yann LeCun (X) | 2026-05-15

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