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Enterprises expanding AI deployments are hitting an invisible performance wall. The culprit? Static speculators that can’t keep up with shifting...

How much capability can a sparse 8.3B-parameter MoE with a ~1.5B active path deliver on your phone without blowing latency...
arXiv:2510.04363v2 Announce Type: replace-cross Abstract: We introduce MacroBench, a code-first benchmark that evaluates whether LLMs can synthesize reusable browser-automation programs...
arXiv:2509.14257v2 Announce Type: replace Abstract: Large Language Model agents excel at solving complex tasks through iterative reasoning and tool use,...
arXiv:2507.16746v2 Announce Type: replace-cross Abstract: Humans often use visual aids, for example diagrams or sketches, when solving complex problems. Training...
arXiv:2510.07923v1 Announce Type: new Abstract: Answering complex real-world questions requires step-by-step retrieval and integration of relevant information to generate well-grounded...

TL;DR: Skala is a deep-learning exchange–correlation functional for Kohn–Sham Density Functional Theory (DFT) that targets hybrid-level accuracy at semi-local cost,...
arXiv:2510.06811v1 Announce Type: new Abstract: The Circuit Localization track of the Mechanistic Interpretability Benchmark (MIB) evaluates methods for localizing circuits...





