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Abstract page for arXiv paper 2607.01232: Is One Layer Enough? Training A Single Transformer Layer Can Match Full-Parameter RL Training
So. For the past few days I've been deep in a fun and very rewarding, but also extremely scary debugging saga. To cut a long git-bisecting story short: Since Linux 6.9 (May 2024), the tool that locks the laptop's drive on suspend had been silently failing. Like many of my friends, I use full-disk encryption (LUKS) to protect my data if my laptop is lost, seized or stolen. Highly recommended to everyone; in combination with tested and automated backups, it contributes greatly to peace of mind. (Under Windows, the canonical software to do that is VeraCrypt.) Except that, for more than two years, the encryption key remained resident in memory across suspend, leaving it there for the taking by anyone who seized the still-powered laptop. (It
If you are running Android 8 or higher, a virus has been installed on your device and is silently awaiting remote activation. Over the past few months, devic...
John Boepple settled in Muscatine, Iowa, where he produced pearl buttons made from freshwater mussel shells. His innovations brought economic prosperity to the town—and disaster to the local mussel populations
Note: This role is exclusively available to U.S. citizens who can obtain and maintain a U.S. government-issued Top Secret security clearance with full-scope polygraph. There are no exceptions. Who We Are: Our mission at Hazel is simple and powerful. We use AI to help U.S. government purchasing teams buy at the speed of need with unparalleled efficiency and cost-effectiveness. It is a $2.7T problem every single year, and Hazel is at the forefront with Federal and State, Local, and EDucation (SLED) agencies. Hazel has identified a once-in-a-lifetime opportunity to solve this by deploying cutting-edge AI to the public sector and unlocking the full potential of our nation. We empower our partners to move with expediency against the most pr
When workflow metadata and application data live in the same Postgres database, they can be updated in the same database transaction, which simplifies tough problems like workflow task idempotency and atomicity.
Manufact builds and maintains mcp-use, the open-source SDK for building MCP servers, clients, and agents in TypeScript and Python, and Manufact Cloud for dep...
ActivityPub-federated video streaming platform using P2P directly in your web browser - Chocobozzz/PeerTube
The Spanish government has blacklisted U.S. data analytics giant Palantir Technologies from public and private state-controlled companies due to growing concerns over the potential misuse of classified national security information.
This is my attempt to get Vulkan going on NetBSD. Contribute to segaboy/vulkan-netbsd development by creating an account on GitHub.
Embedding-based code duplication detector. Contribute to rafal-qa/slopo development by creating an account on GitHub.
A drop in the unemployment rate helped provide some upside to what was an otherwise downbeat jobs report — but it was for all the wrong reasons.,A drop in the unemployment rate helped provide some upside to what was an otherwise downbeat jobs report — but it was for all the wrong reasons.