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Local AI
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Dual R9700 local AI: When 64GB VRAM beats an RTX 5090
Is a dual R9700 local AI workstation worth it? Puget testing shows useful 64GB llama.cpp scaling, while stock multi-GPU vLLM still fails.
Aug 28
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ComfyUI says CUDA out of memory even when VRAM is free. Here is how to tell if the GPU is really the problem
Fix ComfyUI CUDA OOM errors when VRAM appears free by testing Dynamic VRAM, pinned memory, multi-GPU settings, custom nodes, and workload limits.
Aug 27
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Claude Fable 5 data retention may move to your cloud, not vanish
Claude Fable 5 data retention may shift to customer clouds, but Anthropic’s 30-day rule remains. Here’s what enterprise buyers need to check.
Aug 26
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GLM-5.3 weights are still on hold. Should you wait or use GLM-5.2?
Waiting for GLM-5.3 weights? Compare hosted 5.3 with GLM-5.2, understand the local AI limits, and know what to check before upgrading.
Aug 25
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Qwen3.8-27B requirements: what hardware do you need?
How much VRAM does Qwen3.8-27B need? Compare 16GB, 24GB, 32GB, 48GB, and 72GB GPUs for quantization and local AI agents.
Aug 23
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Arc Pro B70 prices jumped. Is Intel’s 32GB local-AI GPU still worth buying?
Arc Pro B70 prices rose sharply in August. Here is when Intel’s 32GB GPU still makes sense for local LLMs and when to buy something else.
Aug 22
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Ollama sees your AMD GPU but uses CPU? Fix ROCm 7 first
If Ollama reports zero VRAM on AMD, verify the ROCm 7 driver, GPU permissions, container setup, and Ollama version before buying new hardware.
Aug 20
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How much SSD storage do you need for local AI? NVMe vs SATA vs HDD explained
Choose the right local AI storage capacity with practical 1TB to 8TB guidance, plus when NVMe, SATA SSD or HDD makes sense.
Aug 18
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OLLAMA_NUM_PARALLEL not working on Mac MLX? Here is why
OLLAMA_NUM_PARALLEL may appear broken on Mac MLX models even when the setting is correct. Learn how to confirm serialization and fix the serving path.
Aug 17
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Taiwan’s AI-assisted cyberattack shows why self-hosted agents need harder security boundaries
Learn what Taiwan’s cyberattack means for self-hosted AI agent security, from isolated runtimes and dedicated accounts to restricted network access
Aug 16
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Minisforum N5 Max review: should AI and NAS share one box?
Minisforum N5 Max review: is one 64GB Strix Halo box smart for local AI and NAS duties, or safer as two machines? Here is the tradeoff.
Aug 15
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Gemini 3.7 Flash vs 3.6: should coding teams switch?
Compare Gemini 3.7 Flash vs 3.6 on coding scores, token use, pricing, privacy and agent workflows before changing your production routing.
Aug 14
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