1
Instagram is testing more ways to customize ‘Your Algorithm’
Instagram正测试让用户更自由地掌控算法推荐，告别被动刷屏。
Instagram users could soon see more ways to tune their content.
2
Social media’s next evolution: user-controlled algorithms
社交平台正让用户亲手训练算法，从被动推荐到主动控制信息流的新趋势。
Social media feeds are becoming more customizable as platforms like Threads, Instagram, and TikTok introduce tools that let users directly influence t…
3
Pinterest launches an experimental AI shopping app called ‘Ask Pinterest’
Pinterest推出实验性AI购物应用Ask Pinterest，利用Taste Graph数据映射用户兴趣，打造个性化的购物新体验。
Pinterest has launched 'Ask Pinterest,' an experimental AI-powered shopping app that lets users seek recommendations and inspiration through a convers…
4
DoorDash’s new AI chatbot lets you order with prompts and photos
用提示语或照片就能点餐，AI帮你筛选餐厅并附上个性化推荐理由，让美食选择更智能便捷。
The new chatbot, called Ask DoorDash, allows users to search the app for what they're looking for in their own words instead of having to scroll throu…
5
Apple’s App Store rolls out personalized recommendations
苹果WWDC推出App Store个性化推荐，还贴心附上“App Notes”解释为什么推荐这款应用。
Apple will now recommend apps based on your downloads and behavior.
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Show HN: Find YC startups relevant to you
一键匹配最相关的YC初创公司，告别海量筛选，用个性化推荐找到你的创业机会。
Article URL: https://platoseed.com/ Comments URL: https://news.ycombinator.com/item?id=48348894 Points: 1 # Comments: 0
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L2Rec: Towards Dual-View Understanding of LLMs for Personalized Recommendation
被SIGIR 2026录用的研究，提出双视角理解LLM的新范式，为个性化推荐注入大模型推理能力。
arXiv:2605.26717v1 Announce Type: cross Abstract: Adapting large language models (LLMs) for personalized recommendation requires aligning their genera…
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TabulaBili-Plus – 让 B 站暂时忘记你是谁[Chrome]
让B站首页回归“新用户热门推荐”，一键摆脱个性化算法束缚。
这是一个让 B 站首页重新回到“新用户热门推荐”模式的浏览器扩展。安装之后，首页不再根据你的观看习惯、兴趣偏好来推荐内容，而是直接显示当前热门视频，用来摆脱个性化推荐算法。@Appinn 来自发现频道，tjsky 同学的自荐：https://meta.appinn.net/t/topic/85526
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An LLM-RAG Approach for Healthy Eating Index-Informed Personalized Food Recommendations
用大模型配合检索增强，结合健康饮食指数，精准推荐个性化餐食，AI赋能营养科学。
arXiv:2605.15213v1 Announce Type: cross Abstract: Diet quality is a leading determinant of chronic disease risk. Advances in artificial intelligence (…