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SLVMBench: Skill Learning from Video Memory
新基准测试SLVMBench，评估AI从视频记忆中习得技能的潜力。
arXiv:2607.11312v1 Announce Type: new Abstract: We introduce Skill Learning from Video Memory (SLVMBench), the first benchmark that jointly evaluates …
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仅用一小时，OpenAI GPT-5.6 Sol Ultra 证明了一个已有 50 年历史的数学猜想
OpenAI新模型GPT-5.6 Sol Ultra一小时破解五十年数学难题，多智能体并行协作惊艳学界
IT之家 7 月 12 日消息，OpenAI 于 7 月 10 日宣布，旗下 GPT-5.6 Sol Ultra 模型在不到 1 小时内，成功生成了“循环双覆盖猜想”（Cycle Double Cover Conjecture）的完整证明。这一猜想是图论领域悬而未决长达 50 多年的重要难题。 Op…
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AI is becoming a first hire for small businesses
OpenAI研究揭示AI正成为小企业“第一员工”，400万美国人用它降本增效创业。
New research shows how 4 million Americans use ChatGPT to start, run, and grow small businesses, lowering the cost of entrepreneurship with AI.
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阿里斩获国际AI顶会最佳资源论文奖，提出Agent评测新范式
阿里摘得ACL 2026最佳资源论文奖，以Agent评测新范式突破AI前沿，国内独一份。
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Learning When to Automate: Queue Control in Human-AI Service Systems
一篇探讨人机服务系统中何时自动化的研究论文，为智能排队控制提供理论框架与学习算法
arXiv:2607.06017v1 Announce Type: new Abstract: We study a human-AI service system in which tasks arrive sequentially and are processed through a two-…
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Language Models as Higher-Order Planning Formalizers
新论文探索利用语言模型实现高阶规划形式化，揭示AI推理与决策的前沿突破。
arXiv:2603.23844v2 Announce Type: replace Abstract: Recent work provides overwhelming evidence that LLMs, even those trained to scale their reasoning …
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The Language of Bargaining: Linguistic Effects in LLM Negotiations
LLM在谈判中也会“耍嘴皮子”？最新研究发现语言风格显著影响谈判结果，AI谈判学了解一下。
arXiv:2601.04387v2 Announce Type: replace Abstract: Negotiation is a core component of social intelligence, requiring agents to balance strategic reas…
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How I Built a Multi-Agent AI Research Suite with Human-in-the-Loop Validation
多智能体AI研究套件实战：引入人工审核避免LLM互相纠错的缺陷，保证生产系统可靠性
Introduction Everyone is talking about autonomous AI agents. Give an agent internet access, connect it to an LLM, and it can research topics, write re…
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Show HN: Open Science, open-source alternative to Claude Science
对抗AI研究封闭化，开源、本地优先、模型无关的科研工作台，MIT许可，完全可复现。
Claude Science just launched. It’s a sign AI research is moving toward centralized, closed systems. So we built the opposite: Open Science: a local fi…
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Tell HN: don't trust Bigco AI agents with AI research IP
警惕AI大公司利用你的研究IP打压竞争，别把核心研发数据交给它们。
I am very paranoid about sharing potential AI research with e.g. Claude [Code] or ChatGPT/Codex. I believe that any company is essentially a paperclip…
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Recursive AI Research Skill for Claude Code / OpenClaw / Codex
利用递归思维整合Claude Code、OpenClaw和Codex，打造高效AI研究流程的开源工具包。
Article URL: https://github.com/Toadoum/ai-research-skill Comments URL: https://news.ycombinator.com/item?id=48747615 Points: 3 # Comments: 0
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As better chatbots get harder to build, AI turns to simulated worlds
Science.org上这篇深度文章揭示了AI从聊天转向模拟世界的研究新趋势，权威且前沿
Article URL: https://www.science.org/content/article/better-chatbots-get-harder-build-ai-turns-simulated-worlds Comments URL: https://news.ycombinator…
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ShopX: A Foundation Model for Intent-to-Item Fulfillment in Agentic Shopping
ShopX用基础模型打通购物意图到商品匹配，Agent电商新范式！
arXiv:2606.31693v1 Announce Type: cross Abstract: The wave of AI-native applications is moving shopping beyond page- and feed-based browsing toward in…
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From Search to Synthesis: Training LLMs as Zero-Shot Workflow Generators
零样本工作流生成新范式：训练LLM从搜索到合成，无需示例即可自动编排流程
arXiv:2606.30704v1 Announce Type: cross Abstract: Large language models (LLMs) excel across a wide range of tasks, yet their instance-specific solutio…
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Selective Memory Retention for Long-Horizon LLM Agents
ICML 2026收录，揭秘LLM智能体如何在长期任务中精选记忆、提升性能。
arXiv:2606.29178v1 Announce Type: cross Abstract: When does retention matter for memory-augmented LLM agents? We study this with TraceRetain, a lightw…
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AI researchers continue to leave Google for its rivals
Google资深AI研究员Shazeer再次出走，加盟OpenAI揭示人才争夺战升级
Top AI researchers Jonas Adler and Alexander Pritzel are leaving Google for Anthropic, following departures from top scientists Noam Shazeer and John …
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跟Claude谈个恋爱怎么了？Nature最新研究：真能给人聊傻了
Nature研究揭示AI聊天竟引发0.07%用户心理危机，Claude“傲娇男友”人设走红，情感交互正在重塑人机关系。
Claude已经，俨然成为了新一代电子老公。
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MultiZebraLogic: A Multilingual Logical Reasoning Benchmark
多语言逻辑推理基准MultiZebraLogic，专测大模型跨语言推理能力，填补评估空白
arXiv:2511.03553v2 Announce Type: replace-cross Abstract: We create high-quality datasets for LLM evaluation of logical reasoning skills across nine d…
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Sakana Fugu Technical Report
Sakana AI最新技术报告，揭秘河豚（Fugu）模型的创新设计与研究突破。
arXiv:2606.21228v1 Announce Type: new Abstract: The capabilities of frontier Large Language Models (LLMs) continue to advance, with different provider…
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TextMesh4D: Zero-shot Text-to-4D Mesh Generation
零样本文本直接生成4D动态网格，颠覆传统3D建模流程
arXiv:2506.24121v3 Announce Type: replace Abstract: Large-scale, high-quality dynamic 3D (4D) assets are essential for learning physically grounded re…