Liquid AI Releases LFM2.5-2.6B: An On-Device Agentic Model With 128K Context, Tool Calling, And Open Weights

Liquid AI released LFM2.5-2.6B, an agentic model that runs entirely on-device. It plans, calls tools, and works through multi-step tasks on phones, laptops, PCs, and robots. The model has 2.69B total parameters, a 131,072-token context window, and a 128,000-token vocabulary. Pre-training used approximately 34 trillion tokens. Two checkpoints shipped: LFM2.5-2.6B-Base for fine-tuning, and LFM2.5-2.6B post-trained…

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Microsoft Open Sources code-testing-generator: a Polyglot Unit-Test Agent That Hits 92.1% Task Completion Versus 78.9% for Stock Copilot

Microsoft has open sourced code-testing-generator, a polyglot agent that writes unit tests and then proves they work. It ships in the dotnet-test plugin inside the MIT-licensed dotnet/skills repository. The agent targets a gap that coding assistants usually leave open. A prompt like ‘generate unit tests’ does not say which framework, file location or assertions to…

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Protection tech Hadrian raises .37B at B valuation

Protection tech Hadrian raises $1.37B at $8B valuation

Protection tech Hadrian announced on Thursday that it had raised a contemporary $1.37 billion spherical at a valuation of $7.87 billion from a mile-long listing of well-known traders. The lead traders within the spherical embrace WCM Funding Administration, Washington Harbour Companions, Valor Fairness Companions, 137 Ventures, and Baillie Gifford. Taking part traders embrace 1789 Capital, Morgan…

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