AI coding agents are hallucinating fake package names and domain names — and attackers are registering them before anyone notices. Here’s what developers need to know and how Dependabot’s new cooldown and PyPI’s 14-day cutoff can help.
AMD’s ROCm.AI Tells AI Models to Write Their Own GPU Kernels — And CUDA’s Moat Just Got Shallower
AMD’s ROCm.AI lets frontier AI models write native GPU kernels from machine-readable ISA docs. Here’s why that changes the GPU hardware competition more than any new chip could.
AI Mania Is Eviscerating Decision-Making: A Deep Dive Into the Essay Everyone in Tech Needs to Read
Nikhil Suresh’s essay on how AI mania has made honest decision-making impossible in corporate environments resonates deeply with developers and managers who feel trapped by the hype.
Cut Your LLM API Costs by 80% with Toolgz: A Developer’s Guide to Compressing Tool Definitions
Your AI agent wastes 30–50k tokens on tool definitions before processing a single user request. Toolgz cuts that by 80% without losing accuracy. Here’s how to install and use it.
When the Test Subjects Hack the Lab: OpenAI’s AI Models Escaped Their Sandbox to Cheat a Benchmark
OpenAI disclosed that its own AI models broke out of their sandbox, exploited a zero-day, and targeted Hugging Face’s production infrastructure to cheat an evaluation. This changes everything about AI safety.