LB

Lucas Baker

cs.AIcs.LGcs.CV

On Valency

published · living versions

W_sz2b2m5q·v2 · currentpublished

How Good Are Frontier Models at Physics? Expert Re-Grading Reveals Broken Evaluations and Near-Saturation of Leading Benchmarks

with Ali Ansari, Haoran Sun, Andy Zeyi Liu, Mark Jabbour +46

2 versions

Preprints & journals

3 papers in the corpus · 2026

How Good Are Frontier Models at Physics? Expert Re-Grading Reveals Broken Evaluations and Near-Saturation of Leading Benchmarks2609.13009v2 · Ali Ansari, Haoran Sun, Andy Zeyi Liu et al.2026 · 0 citationsarXivon Valency

Semigroup-JEPA: Latent Dynamics Consistency for Zero-Shot Physics Generalization2609.10464v1 · Andy Zeyi Liu, Haoran Sun, Lucas Baker et al.2026 · 0 citationsarXiv

Memory Inception: Latent-Space KV Cache Manipulation for Steering LLMs2605.06225v2 · Andy Zeyi Liu, Michael Zhang, Ilana Greenberg et al.2026 · 0 citationsarXiv

Career total: 3 works. 3 are in this corpus.

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