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LLM

5 articles tagged LLM from OVERLORD Team LTD, including "Thirty billion on the desk, three billion awake", "Fifty-two from a 17GB file", "Someone else has to sign the tree".

Featured

Engineering

Thirty billion on the desk, three billion awake

Ollama shipped NVIDIA Nemotron 3.5 Lightning, a 30B open model that keeps about 3B parameters active. That is a local agent you can actually budget hardware for.

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Engineering

Fifty-two from a 17GB file

Qwen 3.8 27B scored 52 on Artificial Analysis's Intelligence Index, tied with GPT-5.6 Luna (max). The default reasoning setting is what actually burns the box.

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Security

Someone else has to sign the tree

Trail of Bits is an independent signer on Signal's key-transparency work. If your product stores secrets or model memory, you also need a third party who can say the tree is wrong.

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Security

Shared metal still has a memory

Cloudflare revisited Spectre-class attacks on Workers. AWS wrote up passing user auth into Bedrock agents the same day. Isolation and identity are still the job.

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Engineering

Open weights are a procurement question

Hugging Face's summer 2026 open-model roundup and Mistral's regional inference pitch are the same decision: residency, lock-in, and who owns the off switch.

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