#model licensing

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Ten Failure Modes That Define the Open-Weight AI Ecosystem

A released checkpoint is usually described as an endpoint. It is closer to a beginning — ten separately documented failures, from safety training stripped in weeks to weights carrying a hidden payload, show what actually happens once the download starts.

By Brecht Corbeel · August 12, 2026 · 15 min read

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Open Models

A History of Llama and the Open-Weight AI Movement

Meta did not set out to start an open-weight movement. A gated research release leaked within a week, and everything that followed — the commercial license, the benchmark claims, a rival's answer — was improvised in response to that accident.

By Brecht Corbeel · August 12, 2026 · 17 min read

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