1
海尔发布全自主家用 AI 烹饪机器人“AI 厨天才”CR3：模仿大厨颠勺手法，蒸汽自清洁
厨房黑科技来了！海尔AI烹饪机器人全程自动烹饪，还能模仿大厨颠勺，懒人做饭神器。
IT之家 8 月 23 日消息，8 月 20 日，在北京举行的世界机器人大会现场，海尔正式发布了全自主家用 AI 烹饪机器人“AI 厨天才”CR3，号称“从投料、翻炒、调味，到最后的涮锅，全程不用动手。” IT之家从官方介绍获悉，该产品内置的 AI 烹饪大模型， 内含上百万大师、大厨的烹饪数据 ，从…
2
3
PersonalBench: Measuring the Authorship Gap in LLM Personalization
不看任务准确率，专测AI模仿你文风的“神似度”，PersonalBench填补了个性化写作评测空白
arXiv:2608.19746v1 Announce Type: new Abstract: Personalized text generation aims to make LLMs write in a specific individual's style, yet existing be…
4
When AI Designs AI: Innovation or Imitation?
AI自我进化的边界在哪？这篇论文直面“AI设计AI”是创新还是模仿的终极拷问。
arXiv:2608.17471v1 Announce Type: new Abstract: Recent advances in LLM agents have made them increasingly capable of designing methods for complex AI …
5
Imaginative Generative AI: Crossing the Entropy Wall into Worlds Beyond Imitation
探讨生成式AI跨越熵墙、从模仿走向真正想象力的前沿理论，值得关注。
arXiv:2608.09385v1 Announce Type: cross Abstract: Generative AI models are primarily designed to imitate the data distribution, an objective that neit…
6
Large-Scale ChatBot Validation Through Customer Digital Twin Simulations
用客户数字孪生仿真技术，大规模验证聊天机器人可靠性，开创性评估方法
arXiv:2607.26060v1 Announce Type: cross Abstract: LLM-based chatbots are transforming customer service in regulated domains such as banking, but scala…
7
Show HN: Writekin – fine-tune a local LLM on your own writing, on your Mac
在Mac上本地微调LLM，让你的AI写作更像你自己——告别千篇一律的AI腔调
Hey Hacker News! I built Writekin over the past week because I was tired of AI writing that didn't sound like me, even though I had just used AI to cl…
8
拒绝模仿在世作家文笔，OpenAI 悄悄为 ChatGPT 增加限制
OpenAI悄然为ChatGPT添加新规：拒绝模仿在世作家文笔，防止AI生成内容侵权
IT之家 7 月 28 日消息，据科技媒体 Android Authority 今天报道，OpenAI 最近悄悄更新 ChatGPT。当用户要求按某位在世作家文笔仿写作品时，AI 会直接拒绝。 实测显示，当用户要求用斯蒂芬 · 金（IT之家注：Stephen King）的写作风格创作开场时，Chat…
9
氪星晚报｜SpaceX将“星舰”第13次试飞推迟至7月23日；马斯克称特斯拉FSD会模仿驾驶风格；我国人形机器人整机产品超全球半数
大公司： 摩根士丹利成为华尔街AI债务交易头号银行 摩根士丹利已崛起为华尔街构建人工智能（AI）繁荣背后融资架构的主导力量，设计了新的债务和股权融资模式，为数据中心的大规模建设输送数百亿美元资金。据业内高管称，自去年以来，该行已成为主导顾问，牵头了规模最大、最具创新性的AI基础设施融资交易。 三星电…
10
Distributionally Robust and Safe Imitation Learning
分布鲁棒性与安全性结合，提升模仿学习在不确定环境下的表现
arXiv:2607.13436v1 Announce Type: new Abstract: Imitation learning (IL) has achieved remarkable success in complex decision-making tasks. However, its…
11
Show HN: MyWritingTwin: an AI Writing Profile that makes LLMs sound like you
让AI模仿你的写作风格，省去8小时修改时间，团队都分不清谁写的
Article URL: https://www.mywritingtwin.com Comments URL: https://news.ycombinator.com/item?id=48757804 Points: 3 # Comments: 1
12
How to Build a "Communication Profile" That Makes AI Write Exactly Like You
构建「沟通档案」，让AI精准模仿你的写作风格，告别模糊指令的无效输出。
You've tried this. You pasted a few emails into ChatGPT, told it to "write in my style," and got back something that reads like a polished LinkedIn po…
13
When Does Online Imitation Learning Help in LLM Post-Training? The Role of (Non-)Realizability Beyond Horizon
一篇挑战LLM后训练中在线模仿学习优势的论文，深入剖析了非可实现性与时间跨度的关键作用
arXiv:2606.30445v1 Announce Type: new Abstract: Online imitation learning (IL), particularly on-policy distillation, has emerged as a strong LLM post-…
14
Ask HN: Has AI impacted your writing style?
一份来自开发者自述的敏锐观察：AI不仅改变工作流，还悄然重塑着你我的遣词造句习惯。
Ever since the dawn of agentic AI I transitioned more from writing code to reading what AI is doing and monitoring it. Naturally going from 1 session …
15
动画电影《浪浪山小妖怪》将拍第二部，导演於水回应是否担心 AI 模仿
导演於水直面AI模仿担忧，透露《浪浪山小妖怪》续作计划，国产动画如何与AI共存成焦点。
IT之家 6 月 16 日消息，据新浪电影今日报道，在上海国际电影节金爵对话 —— 动画电影的当代价值与未来环节， 导演於（IT之家注读音：yū）水表示下一步的工作计划是《浪浪山小妖怪 2》 。 於水表示：“很不容易，大家也有期待，第一部故事结束的比较完整了，如何在这个基础上提升一步， 让大家眼前一…
16
Superficial Beliefs in LLM Decision-Making
揭示LLM决策背后的真相：它们真的在推理还是仅仅模仿理由？这篇新研究深入探讨AI的潜意识。
arXiv:2606.11016v1 Announce Type: new Abstract: We ask whether large language models (LLMs) merely imitate rationales when choosing between two option…
17
Difference-Aware Retrieval Policies for Imitation Learning
一键直达ICLR 2026最新模仿学习论文，包含代码和演示，助你快速掌握差异感知检索策略
arXiv:2606.09758v1 Announce Type: cross Abstract: Parametric imitation learning via behavior cloning can suffer from poor generalization to out-of-dis…
18
Think Like a Pilot: Fine-Grained Long-Horizon UAV Navigation
受飞行员决策启发，提出精细长时域无人机导航方法，提升复杂环境下的自主飞行能力。
arXiv:2606.06836v1 Announce Type: cross Abstract: Language-guided UAV agents must execute long-horizon semantic instructions while producing smooth, p…
19
Synthetic Personalities: How Well Can LLMs Mimic Individual Respondents Using Socio-Economic Microdata?
探究LLM基于社会经济微观数据模拟个体受访者的能力，揭示合成人格的逼真度与局限。
arXiv:2606.04592v1 Announce Type: cross Abstract: LLM-based digital twins promise to scale and accelerate market research, but most published twins ar…
20
Two is better than one: A Collapse-free Multi-Reward RLIF Training Framework
破解多奖励强化学习中的模型崩溃难题，提出RLIF训练新框架实现稳定收敛。
arXiv:2605.22620v1 Announce Type: cross Abstract: Reinforcement learning with verifiable rewards (RLVR) has substantially improved the reasoning abili…