2+ week, 4+ hour ago   (391+ words) "It is important to ensure that we have deterministic controls in place to ensure that the agent or the AI agent is not performing any actions that might be problematic." TikTok engineer Salman Munaf argues that AI agents should be…...

2+ week, 10+ hour ago   (511+ words) His thesis is simple and uncomfortable: an AI agent is a probabilistic coordinator inside a distributed system. The model chooses an action, but the system executes it. And the system has failure modes that no model upgrade will ever fix....

2+ week, 2+ day ago   (294+ words) Together AI's Simran Arora demonstrates that frontier LLMs solve only 28 of 87 multi-GPU kernel problems in the new Parallel Kernel Bench, revealing their inability to reason about hardware trade-offs and the need for better benchmarks and methods. Arora's core educational contribution…...

3+ week, 4+ day ago   (229+ words) Notably, co-author Johannes Doerfert is a member of the LLVM OpenMP team with a long history of LLVM offload work. This background lends considerable credibility to the paper's ABI handling and two-pass compilation pipeline design. That said, the project remains…...

3+ week, 5+ day ago   (432+ words) Linus Torvalds released version 7.2 of the Linux kernel over the weekend, capping a development cycle he described as operating under a "new normal" of AI-driven bug reports and patches that has made releases larger than he would prefer. Linux 7.2 delivers…...