Author: admin13789yYur

This is a joint post with Inbar Naor. Originally published at engineering.taboola.com. Now that we know what uncertainty types exist and learned some ways to model them, we can start talking about how to use them in our application. In this post we’ll introduce the exploration-exploitation problem and show you how uncertainty can help in solving it. We’ll focus on exploration in recommender systems, but the same idea can be applied in many applications of reinforcement learning — self driving cars, robots, etc. The goal of a recommender system is to recommend items that the users might find relevant. At…

Yesterday, Google announced its new quantum computing chip called the “Willow.” The company claims that the Willow only takes five minutes to solve a problem compared to the world’s fastest supercomputers which would take ten septillion years to complete. Google unveils the new quantum chip “Willow” with breakthrough achievements So, what’s so special about Willow? Besides powerful performance, Willow can significantly reduce errors. For those unaware, quantum computing uses qubits instead of bits. Reuters notes that “qubits are fast but error-prone.” That’s because they tend to quickly exchange information with their environment. In a published research paper, Google adds that…

With many security challenges solved by design in its core conception, lots of projects benefit from using WebAssembly. WasmEdge runtime is an efficient Virtual Machine optimized for edge computing. Its main use cases are: Jamstack apps, through a static front end with a serverless backend (FaaS) Automobiles IoT and Stream processing It is an embeddable virtual machine that can be used as a process, in a process, or orchestrated as a native OCI container (providing an OCI compliant interface). What is WebAssembly? WebAssembly (Wasm) is a byte-code meant to be run alongside JavaScript, it is a successor to a few…

This is a joint post with Inbar Naor. Originally published at engineering.taboola.com. In the first post of the series we discussed three types of uncertainty that can affect your model — data uncertainty, model uncertainty and measurement uncertainty. In the second post we talked about various methods to handle the model uncertainty specifically. Then, in our third post we showed how we can use the model’s uncertainty to encourage exploration of new items in recommender systems. Wouldn’t it be great if we can handle all three types of uncertainty in a principled way using one unified model? In this post…

TL;DR Spotify’s Car Thing has been officially discontinued and bricked as of December 9, 2024. However, some users have found ways to bypass the brick and continue using the device. These solutions range from avoiding updating the Spotify app to pressing a button combo while the device is booting to bypass the discontinuation screen. There are also community projects that offer a second life to Car Thing. Spotify launched the Car Thing in 2021, but the dedicated Spotify player for your car didn’t last very long. In May 2024, Spotify announced its decision to brick the device on December 9,…

Good tech adventures start with some frustration, a need, or a requirement. This is the story of how I simplified the management and access of my local web applications with the help of Traefik and dnsmasq. The reasoning applies just as well for a production server using Docker. My dev environment is composed of a growing number of web applications self-hosted on my laptop. Such applications include several websites, tools, editors, registries, … They use databases, REST APIs, or more complex backends. Take the example of Supabase, the Docker Compose file includes the Studio, the Kong API gateway, the authentication…

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Blue Origin said Tuesday that the test payload for the first launch of its new rocket, New Glenn, is ready for liftoff. The company published an image of the “Blue Ring” pathfinder nestled up against one half of the rocket’s payload fairing. “There is a growing demand to quickly move and position equipment and infrastructure in multiple orbits,” the company’s chief executive, Dave Limp, said on LinkedIn. “Blue Ring has advanced propulsion and communication capabilities for government and commercial customers to handle these maneuvers precisely and efficiently.” This week’s announcement—historically Blue Origin has been tight-lipped about new products, but is…

Job description Big Data and distributed computing are at the core of Adaltas. We accompagny our partners in the deployment, maintenance, and optimization of some of the largest clusters in France. Since recently we also provide support for day-to-day operations. As a great defender and active contributor of open source, we are at the forefront of the data platform initiative TDP (TOSIT Data Platform). During this internship, you will contribute to the development of TDP, its industrialization, and the integration of new open source components and new functionalities. You will be accompanied by the Alliage expert team in charge of…