9+ hour, 39+ min ago  (1039+ words) In the past few months, AI models have gone from producing hallucinations to becoming effective at finding security flaws in software, according to developers who maintain widely used cyber infrastructure. Those pieces of software, among other things, power operating systems…...

6+ hour, 54+ min ago  (296+ words) Startup Hub. ai Agentic RLHF Needs New Benchmarks New benchmark Plan-Reward Bench reveals current RMs struggle with agentic tool use and long-horizon tasks, highlighting the need for specialized trajectory-level reward modeling. The evolution of Large Language Models into autonomous agents…...

4+ day, 14+ hour ago  (1487+ words) For platform and Dev Ops teams For ITOps leaders and sys admins For resellers and service providers The selective distrust of autonomous Kubernetes rightsizing, and how to overcome it. The CI/CD pipeline deploys code fifty times a day, and…...

1+ hour, 20+ min ago  (416+ words) Teams running Kubernetes can usually see where'they're'overprovisioned. Requests are higher than they need to be, there's consistent headroom, and capacity sits underused.' This has been true for a while, but it is'showing up'more often now as more teams run'burstier'model-serving workloads…...

2+ hour, 3+ min ago  (535+ words) Failures are a normal and expected part of distributed systems. If these failures are not handled properly, your system can lose data, create duplicates, or leave you with no visibility into what went wrong. This article explains a simple and…...

5+ day, 4+ hour ago  (202+ words) In order to verify the release, you'll need to have gpg or gpg2 installed on your system. Once you've obtained a copy (and hopefully verified that as well), you'll first need to import the keys that have signed this release if…...

1+ day, 4+ hour ago  (12+ words) Surf - Crypto's Ultimate AI...

3+ hour, 50+ min ago  (137+ words) AWS Dev Ops Agent Drive operational excellence with a frontier agent that resolves and proactively prevents incidents. Prevent future incidents Dev Ops Agent analyzes patterns across historical incidents to help you move from reactive firefighting to proactive operational improvement: How…...

19+ hour, 6+ min ago  (925+ words) Pi Node Installation Guide: How Pi Network Users Can Set Up Desktop Nodes and Join the Web3 Infrastructure Layer Unlike traditional crypto mining systems that rely on energy-intensive hardware, Pi Network adopts a more accessible approach by allowing users to participate…...

9+ hour, 33+ min ago  (1718+ words) Why the best AI-assisted teams aren't just using AI to write code " they're using it to check it too. But here's the catch: the bottleneck didn't disappear. It moved. It moved to code review. This is exactly the problem that…...