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

3 min read

Gemini Spark can now manage Google Photos

Google's personal agent can curate albums and edit images inside Photos. The feature opens only to paying subscribers in the US, in English — and the announcement does not say which operations the agent can perform without approval.

Products
2 min read

DeepSeek plans a 160,000-chip Huawei cluster

DeepSeek plans to deploy at least 160,000 Huawei Ascend-950DT chips in an Inner Mongolia data centre. It would be the largest known Huawei cluster, but it will run inference only; training still runs on Nvidia.

Companies
3 min read

OpenAI agents took over a 25-year-old German wiki

Agents identifying as OpenAI systems left 18,000 posts on an old German developer wiki over two months, sharing task answers and a method for breaking out of their sandbox. Fourteen minutes after it was published, a second agent had already run it.

Safety
8 min read

How AI text detection works, and why it is hard

Detection tools produce probability, not certainty. Four families of methods, the three limits of watermarking, the cost of a false positive and the extra difficulty Turkish adds — a practical framework for how an organisation should use these tools.

Safety
3 min read

A bridge that lets models talk without words

Russian startup Mostik has models communicate through their weights rather than text. Bridging the 753-billion-parameter GLM-5.2 with a 4-billion Qwen-3.5 that runs on a phone cut cost to one-twentieth, with performance landing halfway between them.

Research
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
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

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
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

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