Phase transitions in AI scaling. The alignment tax is engineerable. 63 base + 39 frontier models. arXiv: 2605.18838, 2605.18840
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May 29, 2026 - TeX
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neurips-2026
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The Neural Interface Foundation Challenge — NeurIPS 2026 Sydney. An open-source brain-decoding benchmark with four tracks across EEG, EMG, sleep, and BCI.
competition benchmark machine-learning deep-learning eeg emg brain-computer-interface neurotech biosignals sleep-staging neurips brain-decoding foundation-models moabb braindecode neurips-2026 eeg-to-image
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May 21, 2026 - HTML
CarbonBench: A Knowledge-Graph Benchmark for Retrieval-Augmented QA over Carbon Credit Documents (NeurIPS 2026 Datasets and Benchmarks Track, under review)
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May 7, 2026 - Python
RigidBench v3.1 code/data artifact for evaluating referential invariance under semantic pressure in LLMs.
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May 14, 2026 - Python
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