One night this January, as Robert Stewart scrolled through old Hinge matches, he decided to revive a conversation he had begun months ago with a woman on the dating app. After picking up where they left off and exchanging a few pleasantries, Stewart asked if the woman wanted to get on a phone call. He hoped it would lead to an in-person date. "We could do that," the woman answered, but with one caveat. Stewart, who lives in Dallas, clicked on a Google Form the woman sent, titled "Dating Compatibility Q&A".

Top of AI Applications by Alliance for Responsible AI After a successful project that Alliance had last year, where they Ranked top 3 AI Startups, based on the criteria of Responsible AI Development that we devised, this year we are ranking the most "Responsible" AI (Desktop and Mobile) Applications. What is Alliance for Responsible AI? We aim to help the creation of artificial intelligence that improves individual and collective wellbeing without being a threat. Our mission is to provide peace of mind in Artificial Intelligence and guarantee a safe, fair artificial intelligence that ensures respect for human autonomy. Our tasks and objectives, among others, are: Promote a European certification scheme for a trustworthy AI.

This research suggests an add-on to empower Google Forms to be an automatic machine for generating multiple-choice questions (MCQs) used in online assessments. In this paper, we elaborate an add-on design mainly comprising question-formulating software and data storage. The algorithm as an intellectual mechanism of this software can produce MCQs at an analytical level. In an experiment, we found the MCQs could assess levels of students' knowledge comparably with those generated by human experts. This add-on can be applied generally to formulate MCQs for any rational concepts. With no effort from an instructor at runtime, the add-on can transform a few data instances describing rational concepts to be variety sets of MCQs.

After Google Earth, Google Forms is the Google product that I get the most excited about helping other teachers use. From gathering survey data to organizing event registration to creating online quizzes there are lots of things that can be done efficiently if you know how to use Google Forms. That said, Google Forms has lots of little features that are sometimes overlooked even by people who have made lots of forms in Google Forms. In the following video I demonstrate five features of Google Forms that every teacher should know how to use (if they use Google Forms).

A few weeks ago, I told you I'd let you know more about the behind-the-scenes action and the technical writers who are going to be working with NumPy and SciPy during Google Season of Docs. It's time to meet Maja! Maja has done some knockout research, which you can find here. She has not only had significant experience with SciPy, but she's well aware of what a difference great documentation and guides can make. Because it's so easy for technical writers to get lost in the background of a project, I wanted to take this space to let you know what she's working on in her own words. If you aren't familiar with what we're doing with NumPy and SciPy through Google Season of Docs, you can read all about it here: While I'm building a new beginner-oriented technical documentation section with NumPy, Maja is working with SciPy to restructure its existing documentation.

We are excited to kick off our first Embedded ML workshop - a combination of presentation and ideathon. Firstly, we will talk about the promise of light-weight deep neural networks for energy-efficient and low-cost IoT applications. We discuss some examples of accelerated and low-memory version of deep learning models for real-time use, predictive maintenance, time-series analysis, and demand forecast. We focus on AI methods for turning IoT data into insights and actions. After the introductory talk about Edge AI we will build teams of 3-5 people and have 1.5 hours to come up with project ideas for embedded ML scenarios that include use case, feasibility assessment, workflow, allocation of resources (human, time, computation, ...).

Google is joining Facebook, Stanford and other outfits setting up institutions to support ethical AI. The company has created an Advanced Technology External Advisory Council that will shape the "responsible development and use" of AI in its products. The organization will ponder facial recognition, fair machine learning algorithms and other ethical issues. The initial council is a diverse group that tackles a range of disciplines and experiences. The current advisors include academics focused both on technical aspects of AI (such as computational mathematics and drones) as well as experts in ethics, privacy, and political policy.

Surveys and forms are very boring. Filling them feels like it takes forever and you usually don't want to do it. Now, with Fobi.io you can turn every Google form into a chatbot. Share it with others and get the results to your Google Forms results section. It can be a survey, a contact form, or what ever you want it to be.

Google is using machine learning to improve Google Forms in a bid to make the tool smarter and easier to use so that people have to be less hands-on with it, while also saving them more time so they can be more efficient and devote time to other equally or perhaps more important tasks. As part of the update to Google Forms, one of the improvements included is intelligent response validation, and from time to time (whenever it's possible to do so) Google Forms will make a suggestion to users to validate a response that was issued by the person filling out a Google Form based on the questions that are asked by the form's creator. Google does note however that suggestions for validation won't be there for every single response. Also in the presence of saving time for users, Google Forms will now allow you to set up pre-configured preferences for future forms that you create so you don't have to choose certain elements each time you set up a new form, such as the option for always collecting email addresses or making questions required. Another new change is cross-file sharing support.

Every day, K–12 educators juggle a bevy of tasks: teaching, developing lesson plans, grading papers, writing tests. And often, they battle with technology to do all of these things. With its more streamlined G Suite for Education -- formerly known as Apps for Education -- Google has updated its commonly used applications, hoping to save teachers a bit of time and energy with their everyday tasks. As announced in a blog post by Jonathan Rochelle, the director of product management at Google, G Suite's goal was to harness the intelligence of computers to create a smarter, easier and more efficient technology experience for educators and students. "G Suite for Education is the same set of apps that you know and love -- Gmail, Docs, Drive, Calendar, Hangouts, and more -- but designed with new intelligent features that make work easier and bring teachers and students together," writes Rochelle.