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FinSkillBench is a new benchmark for testing AI agents on portfolio construction, risk management, and fundamental analysis. Across nine models, curated procedural skills raised mean performance from 0.366 to 0.528, while self-generated skills delivered little benefit.
Meta’s Muse Video model has entered a closed beta, with early tests highlighting native audio generation. The model reportedly produces 10-second videos with strong visual detail and temporal consistency.
Investor Duan Yongping bought back 301,400 Alibaba shares worth about $28.93 million, representing only 0.15% of his portfolio. The small position suggests renewed observation rather than strong conviction, especially as Alibaba explores AI cooperation with Apple while PDD Holdings receives a much larger allocation.
Tencent's Hunyuan Hy4 has reportedly appeared in the model selection list of the Yuanbao app under an expert-level label and with tool-use capabilities. It is positioned above Hy3 and alongside DeepSeek, following Tencent's recent statement that a larger-parameter Hy4 would launch soon with improved performance and multimodal abilities.
Flock is testing an AI tool that tracks and identifies people based on their driving habits. The system goes beyond conventional license-plate monitoring, raising significant surveillance and privacy concerns.
Chinese companies are increasingly using online tests, personality assessments, and AI video interviews to filter large graduate applicant pools. Candidates report that these evaluations are time-consuming, opaque, and often disconnected from the actual work, while employers view them as necessary tools for reducing hiring risk.
This position paper argues that AI agents should be evaluated as behavioral systems, not only by their final performance outcomes. It proposes systematic observation, environmental perturbation, and action-sequence analysis to understand how agents make decisions and adapt.
Google is working with the UK government on Operation Blue Skies to address aviation contrails with AI. The initiative will subtly reroute flights to test whether contrail formation can be avoided.
Qwen Code v0.21.14 successfully completed one SWE-bench Verified task and one Terminal-Bench 2.0 task. Both benchmarks recorded 100% scores with no unresolved cases, execution errors, or infrastructure failures.
Google outlines five ways students can use Search tools to improve learning for classes and standardized tests. The update focuses on practical study workflows powered by Google Search.