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XMT · 今日简报

2026-08-15 · 一屏看完今日可信短闻

  1. Aggregate When Self-Consistency Backfires: Majority Vote Hurts the Majority of Hard Science Problems for Small LLMs

    arXiv:2608.…

    arXiv cs.AI 人工智能 15 Aug 2026 - 07:30 沉浸
  2. Aggregate From Numbers to Judgment: Specialist LLM Agents and Reinforcement Learning for European Listed Real Estate

    arXiv:2608.…

    arXiv cs.AI 人工智能 15 Aug 2026 - 07:30 沉浸
  3. Aggregate Can Frontier LLMs Match Natively Multimodal Embeddings? A Comparison on Hard-Negative Text-to-Image Retrieval

    arXiv:2608.…

    arXiv cs.AI 人工智能 15 Aug 2026 - 07:00 沉浸
  4. Aggregate Inverse Theory of Mind Modeling for Content Recommendation: From Web Browsing to Dynamic Intelligent Interfaces

    arXiv:2608.…

    arXiv cs.AI 人工智能 15 Aug 2026 - 07:00 沉浸
  5. Aggregate Apodex Discovery: Reality Benchmarks and Environments for Evaluating and Building Discoverative Artificial Intelligence

    arXiv:2608.11341v1 Announce Type: new Abstract: Apollo did not reach the Moon merely because its engineers could solve difficult equations.…

    arXiv cs.AI 人工智能 15 Aug 2026 - 07:00 沉浸
  6. Aggregate Deployment Decision Reliability: A Generalizability-Theory Framework for Sizing Long-Horizon Agent Evaluations

    arXiv:2608.11323v1 Announce Type: new Abstract: Enterprise practitioners read agent leaderboards as if they ranked agent capability.…

    arXiv cs.AI 人工智能 15 Aug 2026 - 07:00 沉浸
  7. Aggregate Glance, Scrutinize, and Think: Advancing Video Anomaly Detection from Training-Free to Agentic Reasoning

    arXiv:2608.11260v1 Announce Type: new Abstract: Video Anomaly Detection (VAD) aims to identify anomalous events and localize their temporal intervals.…

    arXiv cs.AI 人工智能 15 Aug 2026 - 07:00 沉浸
  8. Aggregate Adaptive Hybrid Particle Swarm Optimization with Gradient Descent

    arXiv:2608.…

    arXiv cs.AI 人工智能 15 Aug 2026 - 06:30 沉浸
  9. Aggregate Symbolic Machine Learning for Vapor-Liquid Equilibrium Prediction in Cx-N2 Binary Mixtures

    arXiv:2608.…

    arXiv cs.AI 人工智能 15 Aug 2026 - 06:30 沉浸
  10. Aggregate Local verification cannot detect non-transportability: a cohomological theory of context preservation in agentic reasoning

    arXiv:2608.…

    arXiv cs.AI 人工智能 15 Aug 2026 - 06:30 沉浸
  11. Aggregate AgonAlpha: Autonomous Alpha Discovery via Prompt Economy and Scalable Agentic Search

    arXiv:2608.…

    arXiv cs.AI 人工智能 15 Aug 2026 - 06:30 沉浸
  12. Aggregate EvoGraph-Mem: Failure-Aware Editable Graph Memory for Long-Term Language Agents

    arXiv:2608.11248v1 Announce Type: new Abstract: Long-term memory is essential for language agents operating across extended interactions and evolving tasks.…

    arXiv cs.AI 人工智能 15 Aug 2026 - 06:30 沉浸

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