What is Beam? The buzzy American AI model being called the 'DeepSeek of the West'

Reflection AI, a New York startup founded in 2024 by former Google DeepMind researchers Misha Laskin and Ioannis Antonoglou, unveiled Beam on Monday, an open-weight text model with 501 billion total parameters that activates only 23 billion at a time. Reflection says Beam is competitive with Z.ai's GLM-5.2 on coding and agentic tasks while using three to four times less inference compute, though Moonshot AI's Kimi K3 remains ahead on raw capability. Beam is in final safety testing and available via waitlist, with weights, a technical report, and developer tools due later this month; the company confirmed a funding round in June at a $25 billion pre-money valuation, backed by investors including Nvidia, Sequoia, and Citigroup.

What is Beam? The buzzy American AI model being called the 'DeepSeek of the West' Business Insider https://www.businessinsider.com - Reflection AI's first model is here. - Beam is a text-based model designed for coding and reasoning https://www.machinebrief.com/glossary/reasoning tasks. - Beam is being seen as a competitive Western alternative to open weight models. A New York AI startup https://www.machinebrief.com/category/startups founded by two former Google DeepMind researchers https://www.businessinsider.com/former-google-exec-jeff-dean-valuation-for-new-ai-startup-2026-8 has released its first major model — and is pitching it as a homegrown answer to China's increasingly powerful open AI systems. Reflection AI on Monday unveiled Beam, an "open-weight" model designed for coding, reasoning, and AI-agent tasks. The company says it rivals some of China's leading open models while using far less computing power. Here's what to know. What is Beam? Beam is Reflection AI's first frontier open-weight model. Open-weight means developers can download the model's parameters, run them on their own hardware, and modify or fine-tune them for specific use cases. That is an alternative to using models from companies such as OpenAI and Anthropic https://www.machinebrief.com/glossary/anthropic , which are generally accessed via their own Application Programming Interfaces APIs . Reflection says Beam, a text-only model, has 501 billion total parameters, but activates only 23 billion at a time — a design intended to make it cheaper and faster to operate. The model can handle coding, multi-step reasoning, and other agentic work. For now, Beam is in final safety testing and available through a waitlist. Reflection says it will release the model's weights, a technical report, and developer tools later this month. Who is behind Beam? Reflection was founded in 2024 by Misha Laskin and Ioannis Antonoglou, both former DeepMind https://www.machinebrief.com/glossary/deepmind researchers. "The only way to own intelligence is, by definition, if it's open — because if it's open, you can run it on your stuff, you can own it, you can control it, you can customize it," Laskin, the CEO, said in a podcast released on Monday. The startup has raised billions of dollars and is backed by investors including Nvidia, Sequoia https://www.businessinsider.com/sequoia-invests-reflection-ai-startup-vc-2024-8 , and Citigroup. In June, it confirmed a funding round at a $25 billion pre-money valuation. How does Beam compare? Reflection said Beam is competitive with Z.ai's GLM-5.2 on coding and agentic tasks, and is approaching Alibaba's Qwen 3.8-Max. It said that Moonshot AI's Kimi K3 https://www.businessinsider.com/kimi-k3-ai-model-moonshot-china-open-weights-benchmarks-pricing-2026-7 remains ahead on raw capability. The startup is pitching itself on efficiency. It said Beam can achieve results comparable to GLM-5.2 on advanced reasoning benchmarks while using three to four times less inference https://www.machinebrief.com/glossary/inference compute https://www.machinebrief.com/glossary/compute — the processing required for a model to answer a prompt. How are tech and business leaders reacting? Beam's launch is being welcomed as a potentially important US response to China's open-model lead. It arrives in a crowded field that includes open models https://www.businessinsider.com/anthropic-open-source-ai-model-weights-criticism-2026-7 from Meta, Mistral https://www.machinebrief.com/compare/mistral-large-vs-grok-2 , Nvidia, and Thinking Machines Lab. Beam also faces obvious competition from powerful models released in China by companies including DeepSeek https://www.machinebrief.com/compare/llama-4-vs-deepseek-r1 , Alibaba, Z.ai, and Moonshot AI https://www.businessinsider.com/moonshot-ai-kimi-k3-founder-professor-on-unique-strengths-qualities-2026-7 . The Wall Street Journal reported in March that some investors had described Reflection as the "DeepSeek of the West." That comparison to DeepSeek https://www.businessinsider.com/what-is-deepseek-r1-china-ai-2025-1 has become the shorthand used in many X posts surrounding Beam's buzzy launch. On Monday, Nvidia AI's official X account congratulated the company on the launch. Investors, including Deedy Das and Shaun Maguire, also expressed their enthusiasm for the launch on X. Business Insider https://www.businessinsider.com/what-is-beam-american-ai-model-deepseek-of-the-west-2026-10 Get AI news in your inbox Daily digest of what matters in AI.