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Tuesday, 6 October 2026

Models & Labs

Reflection AI unveils open-weight model Beam to rival Chinese labs

Reflection AI unveiled Beam on Oct 5, a text-only mixture-of-experts model with 501 billion parameters, 23 billion of them active, pretrained on 23.8 trillion tokens with a 1 million token context window. The company says Beam matches Z.ai's GLM-5.2 on reasoning benchmarks using "3-4x less inference compute," and has raised roughly $4.7 billion from backers including Nvidia, Sequoia Capital and Lightspeed Venture Partners, according to PitchBook data reported by TechCrunch.

NoteA Western open-weight model claiming Chinese-rival performance at a fraction of the compute cost could lower the price of running frontier-grade AI in-house, a real alternative for banks and insurers weighing proprietary deployments against API access to closed models.

Source: TechCrunch

Models & Labs

OpenAI to watermark ChatGPT text in the EU to meet AI Act rules

OpenAI said it will turn on invisible text watermarking, called textGrain, for ChatGPT and Codex users in the European Union over the coming weeks, after the EU AI Act required AI providers to label generated text in a machine-readable format. API watermarking will be opt-in worldwide, unlike Anthropic's mandatory watermarking for Claude. With the detector's false-positive rate set at 1 percent, it identified watermarks in about 95 percent of 400-token passages, a rate that fell sharply once the text was edited.

NoteOpenAI's EU watermarking is opt-in for API users, unlike Anthropic's mandatory one, so firms building on its models can't assume AI text carries a detectable label unless they turn it on themselves.

Sources: OpenAI, The Decoder