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evaluation

Global South & Emerging Markets Analysis Low risk

Why Language Models Still Struggle With African Languages, and What Would Actually Change It

The shortage is not of speakers. It is of digitised text, of evaluation sets that measure the right thing, and of anyone being paid to build either.

18 Jul 2026 · 3 min read African Union Global

Special Reports Analysis Medium risk

What a Frontier Safety Framework Should Contain to Be Worth Anything

Published frameworks now share a structure. Reading several side by side, the differences that predict whether one constrains anything are narrower than the doc...

28 Jun 2026 · 2 min read Global

Research Summaries Analysis Low risk

Evaluating the Evaluations: Contamination, Saturation and What Benchmarks Stop Measuring

A benchmark that has been published long enough to be widely cited has been published long enough to be in the training data.

5 Jun 2026 · 2 min read Global

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