• 网易智能 / tech.163.com: 艺术与科技的火花！科学家的音乐梦被AI实现了 艺术与科技的火花！科学家的音乐梦被AI实现了

• 奕欣 / www.leiphone.com: MIT TR 35揭晓：阿里巴巴王刚、吴翰清等六位华人当选，Ian Goodfellow上榜 今年共有六位华人上榜MIT TR榜单，阿里巴巴占据两席。

• 三川 / www.leiphone.com: 一只龙虾引发的盛宴：CVPR 亚洲人工智能学者聚会 IJCV Asia Night，十位大牛都说了什么？| CVPR 2017 那厢 CVPR 英雄大会，这厢 IJCV 举行亚洲英雄小会。

• Peter Zhegin, Flint Capital / venturebeat.com: The role of AI in the The role of AI in the future of health care

• 微胖 / www.jiqizhixin.com: 人工智能与医疗，正成为人工智能时代重头戏 当我们把目光聚焦向人工智能医疗健康领域，不难发现人工智能已经应用到医学影像识别、疾病辅助诊断、外科手术、基因测序以及医疗大数据等许多方面。未来五年，医疗健康将会是人工智能最重要的应用领域之一。

• 微胖 / www.jiqizhixin.com: 阿里无人零售店现身杭州，智能零售正在成为新风口 在亚马逊黑科技的带动下，各类解决方案层出不穷，传统零售商和科技公司纷纷拥抱无人化。7 月 8 日，淘宝造物节开幕，阿里巴巴无人零售店解决方案在杭州初次曝光。

• 微胖 / www.jiqizhixin.com: 在物流、零售与金融行业，优化算法如何改变决策方式？ 运筹学的历史比 AI 和机器学习更悠久，但 AI 与机器学习又为它提供了一种机会，很多顶层的东西都是要靠优化，不管是学习还是刚才讲到的决策问题，都要有 OR (运筹学)的结合。

• Seth Archer / www.businessinsider.com: Nvidia and Baidu announce broad AI partnership that outlines cooperation on self-driving, cloud, and home assistant tech Nvidia and Baidu announce broad AI partnership that outlines cooperation on self-driving, cloud, and home assistant tech   —  Nvidia is popping after the company announced a partnership with China's biggest internet search company, Baidu.  —  Shares of Nvidia are up 3.27% on Wednesday following …

• 微胖 / www.jiqizhixin.com: 在数据密集的医疗行业拥抱 AI ，机会很多，挑战不少 | 创业 医疗领域是典型的数据密集型行业，在智能化时代，数据生成速度的提升也带来了医疗数据积累量的大幅增加。尤其是在基因和医学影像领域，人工智能技术极大加快挖掘提取深层次信息的效率，由此也释放出大量创业机会。新闻机构 Xconomy 在 San Diegon 举办的一次活动中，投资机构、数据科学家、医疗保健行业 CTO 、学术研究人员以及一些初创公司的创始人，共同探讨当下医疗与 AI 结合的过程中所面临的机遇和挑战。

• 杨晓凡 / www.leiphone.com: 解读Facebook CAN：如何给人工智能赋予艺术创作的力量 以往我们总说人工智能善于模式识别但不善于创新，现在有创新能力的AI也来了

• Ramzi Rizk, EyeEm / venturebeat.com: Are you really Are you really an AI startup?

• John Mannes / techcrunch.com: Andrew Ng announces Deeplearning.ai, his new venture after leaving Baidu Andrew Ng, the former chief scientist of Baidu, announced his next venture, Deeplearning.ai, with only a logo, a domain name and a footnote pointing to an August launch date. Read More

• Tim Higgins / www.wsj.com: Tesla confirms departure of Autopilot VP Chris Lattner, hires AI expert Andrej Karpathy as director of AI and Autopilot Tesla confirms departure of Autopilot VP Chris Lattner, hires AI expert Andrej Karpathy as director of AI and Autopilot   —  Chris Lattner, who Tesla announced in January was hired from Apple Inc. as vice president of Autopilot software, has left Elon Musk's Silicon Valley auto maker.

• Blair Hanley Frank / venturebeat.com: Google open-sources object detection tech that Google open-sources object detection tech that powers Nest Cam, Image Search, and Street View

• 田渊栋 / www.zhihu.com: 如何评价 DeepMind 新提出的关系网络（Relation Network）？ 谢邀。最近实在太忙，今天抽空看了一下。VQA这个方向一直以来都有惊喜，一开始大家想要模拟人脑分析问题的方式，加多阶段处理，加注意力机制，折腾拼凑出各种复杂模型；然后发现一个简单模型效果惊人的好，然后大家在这基础上再折腾复杂模型，又发现一个简…

• Bloomberg / www.bloomberg.com: Tim Cook says Apple is focusing on autonomous systems, which he sees as “the mother of all AI projects” and can be used for developing self-driving cars Tim Cook says Apple is focusing on autonomous systems, which he sees as “the mother of all AI projects” and can be used for developing self-driving cars   —  For the first time, CEO elaborates on Apple's car plans  —  The company's automotive program has experienced turmoil

• 李秀琴 / www.leiphone.com: 一文看懂考恩2017 AI研究报告：2020年AI市场规模将达4000亿美元 数字营销、CRM和数据分析将成为AI / ML行业投资最成熟的三大领域。

• 机器之心 / www.jiqizhixin.com: 我们和专家聊了聊，梳理了软银收购波士顿动力这件事 日本著名软银集团收购谷歌母公司 Alphabet 旗下机器人公司 Schaft 和波士顿动力。

• 李雨晨 / www.leiphone.com: 吴恩达肺炎诊断成果不靠谱？放射科博士长文质疑：有些数据集根本不能用   —  Luke Oakden-Rayner认为目前的 ChestXray14 数据集不适用于训练医学人工智能系统进行诊断工作。

• 新智驾 / www.leiphone.com: 滴滴拿下 40 亿美元新融资，支持科技投资、国际化和新能源汽车生态建设   —  进一步加大对人工智能交通技术的投入，加速推进国际化以及包括新能源汽车服务在内的创新业务。

• 新智驾 / www.leiphone.com: 针对易航智能与车和家战略合作关系的勘误说明   —  经与相关方求证，车和家为易航智能天使轮投资方之一，而目前车和家与易航智能之间的合作为产品及项目上的技术合作，并不存在“收购”事实。

• Tomás Teijeiro;Paulo Félix / arxiv.org: On the adoption of abductive reasoning for time series interpretation   —  Time series interpretation aims to provide an explanation of what is observed in terms of its underlying processes. The present work is base...

• Petar Veličković;Guillem Cucurull;Arantxa Casanova;Adriana Romero;Pietro Liò;Yoshua Bengio / arxiv.org: Graph Attention Networks   —  We present graph attention networks (GATs), novel neural network architectures that operate on graph-structured data, leveraging masked self...

• Stuart Armstrong / arxiv.org: 'Indifference' methods for managing agent rewards   —  Indifference is a class of methods that are used to control a reward based agent, by, for example, safely changing their reward or policy, o...

• Tobias Fromm / arxiv.org: Self-Supervised Damage-Avoiding Manipulation Strategy Optimization via Mental Simulation   —  Everyday robotics are challenged to deal with autonomous product handling in applications like logistics or retail, possibly causing damage ...

• Ayush Singhal;Pradeep Sinha;Rakesh Pant / arxiv.org: Use of Deep Learning in Modern Recommendation System: A Summary of Recent Works   —  With the exponential increase in the amount of digital information over the internet, online shops, online music, video and image libraries,...

• Khari Johnson / venturebeat.com: Google Assistant SDK expands hardware integ   —  Google Assistant SDK expands hardware integration to Germany, Japan, and United Kingdom

• Blair Hanley Frank / venturebeat.com: GV leads $25 million investment in d   —  GV leads $25 million investment in document digitization startup Ripcord

• Snehal Shinde, Mezi / venturebeat.com: The virtuous cycle of   —  The virtuous cycle of human-bot collaboration

• Khari Johnson / venturebeat.com: One Concern raises $20 million for AI tha   —  One Concern raises $20 million for AI that predicts the impact of natural disasters

• Christi Olson, Bing / venturebeat.com: 5 tips to human   —  5 tips to humanize your chatbot

• Khari Johnson / venturebeat.com: 8 robots worth bringing   —  8 robots worth bringing home this holiday season

• Hilary Bird / venturebeat.com: Tech giants and universities must wo   —  Tech giants and universities must work together to build the future of AI

• Khari Johnson / venturebeat.com: Hey, Alexa: Turn Amazon into   —  Hey, Alexa: Turn Amazon into the top resource for gamers

• Paul Sawers / venturebeat.com: Lemonade raises $120 million from SoftBank, others   —  Lemonade raises $120 million from SoftBank, others to take its chatbot-based insurance service global

• Deena Zaidi / venturebeat.com: Meet the French bots bringing s   —  Meet the French bots bringing sci-fi fantasy closer to reality

• Khari Johnson / venturebeat.com: How to pick a smart spe   —  How to pick a smart speaker this holiday season

• Paul Sawers / venturebeat.com: Facebook to fight ‘engagement   —  Facebook to fight ‘engagement baiting’ spam in your News Feed

• Jon Russell / techcrunch.com: Chinese ride-hailing company Didi Chuxing says it has raised $4B, which will be used for AI and international expansion   —  Chinese ride-hailing company Didi Chuxing says it has raised $4B, which will be used for AI and international expansion   —  China's Didi Chuxing, the country's top ride-hailing company, said today that it has raised $4 billion in new capital to support a range of new initiatives including international expansion.

• Khari Johnson / venturebeat.com: One Concern raises $20M Series A led by New Enterprise Associates to expand its platform that uses AI to predict and mitigate the impact of natural disasters   —  One Concern raises $20M Series A led by New Enterprise Associates to expand its platform that uses AI to predict and mitigate the impact of natural disasters   —  One Concern today announced that it has closed a $20 million funding round to “future proof the world,” according to a company spokesperson.

• Amarelle Wenkert / www.calcalistech.com: Israel-based Anodot, which provides AI-based business analytics to companies including Microsoft, Foursquare, Lyft, Waze, raises $23M Series B   —  Israel-based Anodot, which provides AI-based business analytics to companies including Microsoft, Foursquare, Lyft, Waze, raises $23M Series B   —  Israel-based Anodot uses AI technology to track the performance of retail, internet and mobile clients such as Microsoft, Waze, and Lyft

• Paul Sawers / venturebeat.com: London-based DigitalGenius raises $14.75M Series A to bring artificial intelligence to customer service led by Global Founders Capital   —  London-based DigitalGenius raises $14.75M Series A to bring artificial intelligence to customer service led by Global Founders Capital   —  DigitalGenius, a fledgling artificial intelligence (AI) startup that's setting out to automate many facets of customer service, has announced …

• Nina Xiang / www.chinamoneynetwork.com: Baidu and China Life Insurance Co. launch a $2.12B investment fund to back companies in mobile internet, AI, fintech, and other advanced technology sectors   —  Baidu and China Life Insurance Co. launch a $2.12B investment fund to back companies in mobile internet, AI, fintech, and other advanced technology sectors   —  China's Baidu Inc has teamed up with China Life Insurance Co., Ltd. to jointly launch a RMB14 billion (US$2.12 billion) …

• Joe Lobo / techcrunch.com: Choosing the best language to build your AI chatbot   —  Which language is the best for your chatbot? No, this is not about whether you want your virtual agent to understand English slang, the subjunctive tense in Spanish or even the dozens of ways to say “I” in Japanese. In fact, the programming language you build your bot with is as important as the human language it understands. But how do you differentiate between them? Read More

• Frederic Lardinois / techcrunch.com: Ooma acquires AI-powered video camera platform Butterfleye for its home security service   —  Ooma, the company that’s probably still best known for its VoIP platform, today announced that it has acquired Butterfleye, an AI-powered video camera and security platform that produces a smart security camera for home and business use. Ooma plans to integrate Butterfleye’s camera into its Ooma Home security solution, but the company will also continue to sell the camera under… Read More

• 微软亚洲研究院 / www.zhihu.com: Excel 到底有多厉害？   —  泻药~楼上说得都对！但最近Excel又厉害了那么一丢丢（羞涩捂脸~）前天，也就是12月13号，微软在旧金山的“Everyday AI”发布会上发布了Excel新的预览版, 该版本引入了Insights in Excel功能，只需要用Excel打开电子表格并点击Insights按钮，机器就能够在短…

• 第四范式 / www.zhihu.com: 大数据在体育上有什么出色的应用?   —  下文已经发表在第四范式专栏中。铛铛or唰唰，机器学习预测科比的投篮中不中？Part 1科比·布莱恩特，广大的中国篮球迷对于这个名字应该非常熟悉，当然也各自怀抱着不同的感情。可是无论你是黑还是粉，有一点应该是被广泛认可的：科比是21世纪以来，整个NBA…

• 李沐 / www.zhihu.com: 亚马逊、阿里云等提供的GPU计算服务，底层是个什么样的原理？   —  用的是虚拟机，可参考 Xen - Wikipedia

• 周博磊 / www.zhihu.com: 如何看待 CMU New Initiative: CMU AI？   —  MIT CSAIL (Computer Science and Artificial Intelligence Laboratory) 也表示，劳资有Marvin Minsky老爷子，名字里有AI, 比FAIR, BAIR等不知道早到哪里去了。。

• Xtecher / www.zhihu.com: 看完跑男后，关于物流机器人——未来会有什么大的影响呢？   —  应该有很多人，在综艺节目《奔跑吧兄弟》第五季里看到“小黄人”，被告知这是快递分拣机器人时，露出了跟节目嘉宾一样惊呆了的表情吧。其实物流机器人在职业替代方面的威胁，发展至今已经比较明显，机器人早已在现代社会独当一面了。所以拿出这个问题来跟大…

• Filestorm / www.zhihu.com: 在家用车领域以外，自动驾驶还有哪些应用价值？   —  自动驾驶领域最有价值的落地应用显然不是私家车啊。一般的私家车一年跑不了几万公里，但是跑运输的大卡车可是每个月1万公里。对于自动驾驶系统的使用率完全不在一个量级上。关于商业方面的介绍 @姚昌晟 的答案回答得挺好了，感谢点名，我就从技术角度跑个题…

• Naiyan Wang / www.zhihu.com: Batch normalization和Instance normalization的对比？   —  私以为对这个的理解还是比较透彻的，恰好我们有几篇paper其实都是和这个问题相关的，所以来简答一下，希望能够帮助大家梳理清楚背后的本质。 BN和IN其实本质上是同一个东西，只是IN是作用于单张图片，但是BN作用于一个batch。但是为什么IN还会被单独提出，…

• 田渊栋 / www.zhihu.com: NIPS 2017 有什么值得关注的亮点？   —  这篇是我们组的Oral（我一作），做了一个快速高效轻量级的强化学习和即时战略AI平台，并用它端对端训练了一个AI，打败简单基于规则的系统，做了一些分析。训练只需单GPU加几块CPU，训练时间半天左右。欢迎大家来听。An Extensive, Lightweight and Flexible…

• 网易智能 / tech.163.com: 日本人口每年下降90万人？日本：用机器人补足空缺   —  日本人口每年下降90万人？日本：用机器人补足空缺

• 网易智能 / tech.163.com: 终于等到你！Magic Leap发布首款头显 2018年发货   —  终于等到你！Magic Leap发布首款头显 2018年发货

• 网易智能 / tech.163.com: 充电10分钟续航1000里？石墨烯＂快充快放＂早着呢   —  充电10分钟续航1000里？石墨烯＂快充快放＂早着呢

• 网易智能 / tech.163.com: Magic Leap又憋出个PPT 马云8亿美元要打水漂了？   —  Magic Leap又憋出个PPT 马云8亿美元要打水漂了？

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