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 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

AI & ML Infrastructure

AI Agent Finds Vulnerabilities in 3 Hours 49 Minutes: Four Zero-Days in the EPICS Software Running Particle Accelerators

An AI agent finds vulnerabilities in EPICS Base, software that helps run particle accelerators. Causal Security says Cipher found four flaws in under four hours, but the speed is its own claim.

Oct 30, 2026 • 4 min read

AI & ML LLMs & Foundations

How Should Students Disclose AI Use in Assignments?

How to help students untangle heavy jargon and break down complex research paper sections without falling into the trap of oversimplified summaries.

Oct 29, 2026 • 9 min read

AI & ML LLMs & Foundations

Was Polysemanticity Misdiagnosed? Goodfire's Challenge to the Superposition Picture of Neural Networks

A Goodfire researcher says the superposition idea misread why some neurons look tangled. His numbers are bold, and still unreviewed. Here is what he claims, what is checkable, and how experts reacted.

Oct 29, 2026 • 4 min read

AI & ML LLMs & Foundations

Can AI Help Students Understand Difficult Research Papers?

How to use AI to untangle heavy jargon and break down complex sections without falling into the trap of oversimplified summaries.

Oct 28, 2026 • 10 min read

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