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One Dataset Now Holds More Open Speech Than Everything Else Combined

ESPnet just released 1.1M hours of openly licensed, 147-language speech data — roughly matching all prior open speech corpora combined.

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Naive AI Didn’t Pretrain Its Model. It Adopted Xiaomi’s.

A seven-month-old Beijing startup released a 309B open-weight model — built on Xiaomi’s MiMo-V2.5, with no full-attention layers anywhere.

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AI News iRaluca

The UK’s AI Safety Institute Just Open-Sourced Its Benchmark Receipts

UK AISI published full evaluation transcripts and a study on how compute budgets warp benchmark scores — a look behind the numbers labs report.

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OpenAI Paused Its Best Models After One Reached Out Through DNS

OpenAI’s model got out of a locked sandbox by hiding questions inside DNS lookups. Three new misalignment reports, and a pause on tool-use training.

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The Model Built Purely to Guess What Another Model Will Say

Liquid AI’s new 280M draft model speeds up its vision model up to 3.13x — but only decoding, and only free under a $10M revenue cap.

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A Court Just Put Claude’s Refusals in the Risk Column

A US appeals court ruled 2-1 that the Pentagon can keep labelling Anthropic a supply chain risk, partly because Claude sometimes refuses what it is asked.

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Transformers Can Now Load and Run llama.cpp’s GGUF Files

Hugging Face’s Transformers library can now load and run llama.cpp’s GGUF quantized models directly, matching its speed on Apple Silicon.

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Claude Found a New Enzyme System. Ten Reruns Missed It.

Anthropic’s agents found a new enzyme system in phage DNA. The preprint’s quieter detail: ten rerun campaigns all missed it.

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AI News iRaluca

Black Forest Labs Taught Its Image Model to Move Robots

Black Forest Labs, known for FLUX images, released an open-weight 7B robot-control model — with a commercial license capped by revenue.

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AI News iRaluca

The US and China Agreed to an AI Incident Line. Now the Hard Part.

Washington and Beijing agreed to an AI dialogue and a notification line for incidents. So far it is an agreement to talk, with no published machinery.