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Tensorfold

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TensorFold Speeds Up Local LLMs but Leaves Its API Unauthenticated

TensorFold's fast OpenAI-compatible LLM server checks no credentials: safe on its localhost default, exposed on the 0.0.0.0 path its CUDA docs give.

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Oct 1, 2026, 2:56 PM EDT · AI Security · Tensorfold6 minTensorFold Speeds Up Local LLMs but Leaves Its API Unauthenticated

TensorFold's fast OpenAI-compatible LLM server checks no credentials: safe on its localhost default, exposed on the 0.0.0.0 path its CUDA docs give.

Oct 1, 2026, 2:02 AM EDT · Research · Gemini 4 Argon6 minGemini 4 Argon vs GPT-6 Astra vs Claude Opus 5.5: Is Google's New Model Actually Better?

The leaked 'Gemini 4 Pro' was billed as an Astra and Opus killer. The real Gemini 4 Argon wins Google's tests, ties Astra on neutral ones, and is cheap for now.

Sep 30, 2026, 1:45 PM EDT · Research · Ling 3 1 Flash6 minLing 3.1 Flash vs GLM 5.3 Flash vs Qwen 3.8 Flash Next: Three Bets on Cheap Agent Models

Ant Group's 560B Ling 3.1 Flash lands against GLM 5.3 Flash and Qwen 3.8 Flash Next. Specs, licences, prices, and the benchmarks Ling has not published yet.

Sep 30, 2026, 1:44 PM EDT · Research · Ling 3 1 Flash6 minLing-3.1-flash Is Ant Group's Best Flash Model Yet, and It Scores 87.9 on CyberGym

Ant's 560B-parameter Ling-3.1-flash beats rival flash models on SWE-Pro and posts 87.90 on CyberGym, but it ships with no safety evals and no weights yet.