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If you have wired an AI agent into a real production workflow, you have probably hit this wall; the agent is genuinely good at the task, but it is expensive to run it every single time, especially when a meaningful chunk of the requests it receives are things it has already solved before. That was exactly the situation I ran into. The setup looked like this;
AI factories are power-constrained industrial systems. The question is no longer how many GPUs fit in a data center, but how much AI output each available... AI factories are power-constrained industrial systems. The question is no longer how many GPUs fit in a data center, but how much AI output each available megawatt can deliver. For AI inference workloads, this makes application-level performance per watt the key metric for measuring AI factory efficiency. Not every megawatt translates to re
Meta is in court again over child safety, and this time it’s a landmark case that could force significant changes to core features of Facebook and Instagram.
Microsoft says ongoing issues causing games to crash or fail to launch after installing the August 2026 Windows updates may be caused by peripherals with RGB lighting. [...]
Just weeks after Taylor Farms issued a recall of its iceberg lettuce amid a massive cyclospora outbreak, the Food and Drug Administration recalled more than one million eggs that may be contaminated with salmonella. The eggs, which come from Midwest Poultry Services, were distributed to Kroger and smaller grocery stores across the South and Southwest US. Then, Taylor Farms pulled more than a dozen of its products containing jalapeños - including guacamole, salsa, taco dip, and more - from store
The Pixel 10A in its lavender color scheme. It’s also available at a discount in berry, fog, and obsidian colors. | Image: The Verge This week, all of Google’s Pixel 11 phones launched, including the $899 Pixel 11, the $1,099 Pixel 11 Pro (with the same processor and starting 12GB RAM as the standard model, but with better cameras), and the $1,899 Pixel 11 Pro Fold. They’re good phones, but if you don’t mind missing out on their new, exclusive camera and AI features, you can get a great Google
Researchers say the new ‘Cryptographic Context Injection’ technique conceals malicious instructions until they are decrypted inside a trusted execution environment. The post Encrypted Prompts Bypass AI Safety Guardrails in Grok and Gemini appeared first on SecurityWeek.
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