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AI Architecture
The Grok Ban: What Happened and Why It Matters Indonesia’s Communications and Digital Affairs Ministry temporarily blocked the AI chatbot Grok, developed by xAI and integrated into X, citing the AI’s ability to generate non-consensual sexual deepfake images, including disturbing depictions involving minors. This isn’t a “social media quirk.” It’s a regulatory first — a…
If you had told me in 2024 that I’d be running production GenAI workloads on AWS Lambda, I would have laughed you out of the room. Back then, Lambda was for glue code, JSON shuffling, and maybe a cron job. The idea of shoving a memory-hungry, GPU-craving LLM into a 15-minute ephemeral function felt like…
For over 15 years, infrastructure teams have battled the “whack-a-mole” cycle of capacity alerts. The scenario is universal: an application leaks data, the array hits a 90% threshold, and by the time a manual snapshot is triggered, the filesystem is already read-only. Reactive infrastructure creates unnecessary risk. Aura-Ops was engineered to break this cycle by…
In the current AI gold rush, the industry standard advice has become lazy: “If you want to do AI, buy an NVIDIA H100.” r training a massive foundation model? Yes. For running ChatGPT-4 scale services? Absolutely (as we covered in our deep dive on H100 infrastructure). But for the 95% of enterprise use cases—internal RAG…
