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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

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

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

AI & ML LLMs & Foundations

A Computer Inside a Language Model: What Qwenputer Does, and What It Costs

Qwenputer compiles a RISC-V CPU into the weights of Qwen3.5-4B. It runs code inside the model, but every result so far comes from its author, and the costs are real.

Oct 30, 2026 • 3 min read

AI & ML LLMs & Foundations

Gemini 4 Carbon Tops the Intelligence Index at 59. What That Score, and Google's Safety Numbers, Can and Can't Tell You

Gemini 4 Carbon ranks first on the Artificial Analysis index, but only by a point, and few people can use it yet. Here is what the score proves, and which of Google's safety claims are still unchecked.

Oct 30, 2026 • 4 min read

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