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Epoka — What's happening in AI, without the noise.

3 min read

Apple accuses OpenAI of destroying evidence

Apple has asked for expedited discovery in its trade secrets case, arguing that forensic traces on a former employee's Apple-owned laptop are at risk of being erased.

Companies
8 min read

What are benchmark scores actually measuring?

Ai2's BenchMIRT method examines benchmarks at the level of individual questions, and shows that a single score often mixes together more than one capability.

Research
3 min read

Gemini 3.8 Flash: same token price, bigger bill

Google shipped its third Flash model in six weeks. The token price matches 3.7 Flash exactly, but the model reasons more, pushing cost per task up 40 percent — and Google itself recommends staying on the older model when efficiency matters.

Models
3 min read

US government backs OpenAI in the NYT lawsuit

The Justice Department entered the New York Times copyright case with a 20-page filing arguing that training models on copyrighted text is fair use. Its oddest feature: it declares its own Copyright Office's opposing report unauthoritative.

Policy
3 min read

The secret model-review framework goes to court

Protect Democracy has sued four federal agencies to force the release of the framework used to review frontier models before launch. The framework is not classified, yet it still is not being shared.

Policy