AI & ML

All AI & ML Compute Inference Infrastructure LLMs & Foundations Enterprise AI

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All AI & ML Compute Inference Infrastructure LLMs & Foundations Enterprise AI

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All AI & ML Compute Inference Infrastructure LLMs & Foundations Enterprise AI

AI & ML Inference

AMD vs Nvidia on a 2.8-Trillion-Parameter Model: How to Read SemiAnalysis’ InferenceX Cost Numbers

AMD vs Nvidia looks like a two-to-one win on SemiAnalysis’ InferenceX for Kimi K3. The result depends on which Nvidia chip, which speed, and which cost assumptions you use.

Nov 02, 2026 • 3 min read

AI & ML LLMs & Foundations

Five Qwen3.8-27B Models vs. Claude Fable 5: What the Experiment Proves

Five small Qwen3.8-27B models, working as a team through shared files, scored higher than Claude Fable 5 on ten hard coding problems. The result is interesting, but ten problems and an uneven setup limit what it can prove.

Nov 02, 2026 • 3 min read

AI & ML LLMs & Foundations

Same Weights, Different Rules: GPT-6 Rosalind and the Rise of Access-Gated Models

GPT-6 Rosalind runs on the same model as GPT-6 Astra. OpenAI changed who can use it and what it will answer. Here is what that shows, and what is still unchecked.

Nov 02, 2026 • 4 min read

AI & ML LLMs & Foundations

Four Layers of Watching: How OpenAI Monitors Its Own Models, and What the Replays Do and Don't Prove

OpenAI has described the four-layer AI model monitoring it runs on its own frontier models. The replays look good, but they are OpenAI's own, and its live September case was mixed.

Nov 01, 2026 • 4 min read

AI & ML LLMs & Foundations

Mistral Large 4 Goes Open-Weight: Checking the Claims From the Preview

Mistral Large 4 weights are now public, so its claims can finally be tested. Here is what Mistral says, what its own charts show, and what still can't be checked.

Nov 01, 2026 • 5 min read

AI & ML LLMs & Foundations

Can AI Explain Concepts in a Student's Preferred Language?

How multilingual AI can explain technical concepts to Indian learners, avoiding awkward translations through the Bilingual Bridge strategy.

Oct 30, 2026 • 8 min read

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