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How I doubled my GPU efficiency without buying a single new card
Late last year I got pulled into a capacity planning exercise for a global retailer that had wired a 70B model into their product search and recommendation pipeline. Every search query triggered an inference call. During holiday traffic their cluster was burning...
How open source ideals must expand for AI
Open source has never been just a licensing model. Rather, it’s also a philosophy about shared effort, shared transparency, and shared agency. The shared goal is to make an impact in the world. In the age of AI‑assisted development and agents, there is a line of...
Claude Mythos signals a new era in AI-driven security, finding 271 flaws in Firefox
The Claude Mythos Preview appears to be living up to the hype, at least from a cybersecurity standpoint. The model, which Anthropic rolled out to a small group of users, including Firefox developer Mozilla, earlier this month, has discovered 271 vulnerabilities in...