January 2017 Summaries

Pixide is a global photo contest app that enables amateur photographers to showcase their skills through weekly competitions, fostering a community of over 5,000 users since its launch in November 2016. Co-founded by Stefano Giacone, an Italian mathematician and full-stack developer, the app addresses the challenge of categorizing large volumes of user-generated content by leveraging Clarifai's visual recognition technology. This technology automatically categorizes photos, allowing them to be grouped by similar content for fairer comparison and rating. By eliminating the "popularity contest" dynamic common on other platforms, Pixide emphasizes skill and creativity in photography. Giacone chose Clarifai for its accuracy, support, and ease of integration, allowing his team to implement it swiftly and effectively. The app's game mechanics create an engaging user experience, encouraging photographers to share and compete on the basis of their photographic talent.

The text outlines a method for moderating user-generated content by using a JavaScript-based project that utilizes the Clarifai API to check images for Not Safe For Work (NSFW) content before they are uploaded. The project is entirely client-side and involves disabling the form's submit button with JavaScript until an image is verified as Safe For Work (SFW). Users need to create an account with Clarifai to obtain a Client ID and Secret, which are essential for setting up the JavaScript files required for the project. The process includes converting image files to Base64 strings that are then analyzed by Clarifai's NSFW model, which determines if the content is appropriate based on a predefined safe threshold. The project provides visual feedback on the file's approval status and is particularly useful for applications where inappropriate content is undesirable, such as online contests or platforms with user-uploaded listings.

Clarifai, an AI startup, faces unique challenges in scaling its team compared to larger, more established AI companies that leverage their existing brand and resources. Unlike these giants, Clarifai began as an AI-focused company and has become a leader in the field despite having fewer resources. The company aims to double its team size but confronts specific hurdles, such as the misconception that AI research roles require a Ph.D. and the belief that non-research roles must have AI experience. Clarifai prioritizes skills over formal education for AI research roles and emphasizes inclusivity and diverse skillsets for non-research positions, encouraging candidates to contribute their expertise and innovative ideas while learning from the company's environment. The company's hiring strategy includes clear communication that AI experience is not mandatory for many roles, aiming to attract a wide range of applicants who can help continue its growth and success in the AI industry.