Claude新功能「Reflect」表面记录你的AI使用习惯，实则温柔地让你对AI上瘾。
Claude’s new Reflect dashboard doesn’t just visualize how you use AI. It also subtly reinforces how much of your daily work now depends on Anthropic’s…
基于1.03亿应用事件的大规模研究，揭示数字碎片化与生成式AI使用行为的深层关联。
arXiv:2607.06681v1 Announce Type: cross Abstract: Knowledge workers switch between applications thousands of times per day, spending nearly a tenth of…
OpenAI最新数据揭示ChatGPT全球采用加速，用户使用频率、场景和地域分布持续扩展。
New OpenAI Signals data shows how ChatGPT adoption is growing globally, with users increasing usage, exploring more capabilities, and driving growth a…
从杂乱交互日志中提取可解释工作流，跨越领域洞悉用户真实行为模式
arXiv:2606.14654v1 Announce Type: new Abstract: Sequential or time-stamped interaction logs provide objective records of digital application usage, ye…
探讨HN社区高积分用户反常行为背后可能的成因，引发对网络社区生态的思考
I’ve been noticing this disturbing trend for quite a while. By high karma I mean well over 1000 karma. And some of these leave comments so bizarre, th…
用户稍不耐烦就崩溃？研究揭示AI智能体脆弱性，呼吁高仿真人类特质测试以提升鲁棒性。
arXiv:2510.04491v3 Announce Type: replace Abstract: Despite rapid progress in building conversational AI agents, robustness is still largely untested.…
从界面设计入手，探讨如何通过UI干预引导用户更可持续地使用LLM聊天机器人，跳出传统模型优化思路。
arXiv:2606.10861v1 Announce Type: cross Abstract: LLM-powered chatbots are increasingly embedded in everyday workflows, raising sustainability concern…
提出利用大语言模型打通多垂直领域推荐中的用户行为孤岛，实现跨域行为融合与推荐性能跃升
arXiv:2606.06779v1 Announce Type: cross Abstract: In multi-vertical e-commerce platforms like DoorDash, relatively newer product verticals such as gro…
首个衡量多模态大模型理解界面引导用户行为的基准，来自ACL 2026，揭示MLLMs在UI/UX设计认知中的能力与局限。
arXiv:2505.05026v5 Announce Type: replace Abstract: User interface (UI) design goes beyond visuals to shape user experience (UX), underscoring the shi…
突破单一行为模式，提出层次化用户建模新框架，提升LLM个性化效果。
arXiv:2606.02300v1 Announce Type: new Abstract: Large Language Models (LLMs) have demonstrated remarkable capabilities across diverse domains, yet per…
探讨生成式AI如何重塑网络搜索行为与信息检索范式，前沿研究揭示搜索新特征。
arXiv:2510.11560v2 Announce Type: replace-cross Abstract: The advent of LLMs has given rise to generative search, a new search paradigm in which LLMs …
AI工具越来越多，但“被发现”比“被造出来”还难，作者点出产品泛滥下的用户困境。
I've spent the last few months researching and categorizing hundreds of AI tools. One thing that surprised me is that building AI products seems to be…
Anthropic通过经济激励引导用户行为，惩罚慢节奏思考者，揭示AI产品设计中的隐性规则。
anthropic financially rewards its users by encouraging them to use their software in a certain way. the slow learners, the thinkers, the multitaskers,…
长期追踪上万用户与LLM的真实对话，揭示行为随时间演变的动态图景
arXiv:2605.29018v1 Announce Type: new Abstract: Although a growing body of research has begun to describe user--LLM interactions, the picture it paint…
AI崛起冲击小众网站：All About Berlin的衰落警示内容生态变革
Article URL: https://twitter.com/aboutberlin/status/2057423342496293243 Comments URL: https://news.ycombinator.com/item?id=48222525 Points: 2 # Commen…
首个大规模真实聊天机器人对话数据集，142K对话揭示平台设计差异对用户行为的影响
arXiv:2512.17843v4 Announce Type: replace Abstract: By evaluating Large Language Models (LLMs) through uniform, text-only interfaces, current academic…
Stripe报告揭示移动支付、数字钱包和AI代理如何重塑结账体验，区域与代际差异显著。
We analyzed checkout activity across more than 20K businesses, surveyed shoppers and ecommerce leaders, and gathered insights from businesses on the S…
从心理学角度剖析连续打卡系统的设计要点，帮你打造让用户上瘾的成长机制。
What makes streaks so powerful and addictive? To design them well, you need to understand how they align with human psychology. Victor Ayomipo breaks …