#innovation

ChirpX is a technology to securely run binary code in the browser, written in C++ and compiled to JavaScript WebAssembly. It can run a full virtualized system in the browser, including Bash and other languages like Python and JavaScript. ChirpX aims for scalability and the ability to work with large code bases, supporting multiprocessing and multithreading. It uses a two-tiered execution engine with an interpreter and a JIT engine. Future plans include running the full X.Org server in the browser and implementing the Windows system call. WebVM, the underlying technology, has a virtual file system backed by Cloudflare.

TensorFlow.js enables machine learning in the browser and beyond, with features like face mesh, body segmentation, and pose estimation. It offers JavaScript prototyping and transfer learning capabilities, as well as the ability to recognize custom objects using the Image Project feature. TensorFlow.js can be used with Cloud AutoML for training custom vision models and provides performance benefits in both JavaScript and Python development. It offers interactivity, reach, scale, and performance, and encourages community engagement and collaboration between the JavaScript and machine learning communities.

Learn how to build brain-controlled interfaces using JavaScript and brain sensors. Understand the functions of different parts of the brain and how they relate to sensor placement. Explore examples of calm and focus detection, as well as the Kinesis API for mental commands. Discover the applications of brain-controlled interfaces, such as scrolling web pages and password-less authentication. Understand the limits and opportunities of brain control and the potential for using brain sensors in medical applications.

Today's Talk covers native features in browsers, including upcoming ones and the Interop Project. Native features offer speed, compatibility, and improved debugging. Notable examples include dynamic viewport units, flexbox/grid gap, container queries, and motion path. The Interop Project ensures consistent web platform features across different browsers. Upcoming features like native CSS nesting and entry/exit animations are on the horizon.

The Talk discusses the importance of innovation and quick iterations in solving problems. It emphasizes the benefits of blending designers and developers from the beginning and using React for component reusability. Figma's dev mode capabilities are mentioned as a tool for faster development, although it is still a work in progress.

The Talk discussed various topics related to React, including the wishlist for future versions, the importance of accessibility, reducing bundle size, and improving deployment. It also explored React's innovation, stability, and the role of meta-frameworks. The challenges of contributing to React's open source project were highlighted, along with the need for a more community-driven approach. The Talk concluded with a lunch break announcement.

This Talk discusses using JavaScript to combat skin cancer, with a focus on machine learning integration. The speaker has experience in medical imaging and has partnered with dermatoscopy companies to develop hardware. JavaScript libraries like TensorFlow.js and Pandas.js are used for model deployment and data analysis. The Talk also covers building neural networks, analyzing skin cancer using scoring methods and image processing techniques, and extracting asymmetry in skin images using Python and JavaScript.

Today's Talk introduces the webHID API, which allows developers to control real devices from the browser via USB. The HID interface, including keyboards, mice, and gamepads, is explored. The Talk covers device enumeration, input reports, feature reports, and output reports. The use of HID in the browser, especially in Chrome, is highlighted. Various demos showcase working with different devices, including a DualShock controller, microphone, gamepad, and Stream Deck drum pad. The Talk concludes with recommendations and resources for further exploration.

Stuart Smith discusses his journey in virtual reality and quantum computing, highlighting his work in web VR and the creation of Quantum JavaScript. He introduces QGS, a platform for quantum tutorials and experimentation, and explains the concept of qubits and superposition. Smith also mentions Amazon Bracket, a quantum service that allows the building and running of quantum circuits on simulators or actual quantum hardware.

The Talk covers various experiments with JavaScript and C++, including controlling lights and creating a car control system. The speaker shares his experiences with home automation and the challenges of hiding wires. He explores using JavaScript with Esperino for face recognition and discusses the benefits and limitations of the platform. The Talk concludes with suggestions for using JavaScript in hardware projects and learning opportunities.

Welcome to MakePad, a new way to build UI for web and native using WebAssembly and Rust. JavaScript is not suitable for complex applications like IDEs and design tools. Rust, a new programming language, was used to reimagine MakePad, resulting in a fast and efficient platform. MakePad offers live editing, high CPU performance, and the ability to load native instrument components. The future of MakePad includes an open-source release, a design tool, and support for importing 3D models.

Today's Talk explores game development using JavaScript, including building games in the browser, using game engines, and utilizing the BitMellow framework. It also delves into the concept of using AI to make computers play games, discussing reinforcement learning and implementing it in games like Flappy Bird. The Talk highlights the process of teaching the agent to learn, modifying rewards to improve performance, and the journey of game development from initial stages to advanced AI integration.