Build Recurrent-Depth Transformers with OpenMythos for MLA, GQA, Sparse MoE, and Loop-Scaled Reasoning

def build_model(attn_type: str = “mla”, max_loop_iters: int = 8) -> tuple: “””Build a small OpenMythos model. Two attention variants supported. MLA — Multi-Latent Attention (compressed KV cache, DeepSeek-V2 style) GQA — Grouped-Query Attention (fewer KV heads than Q heads) “”” base = dict( vocab_size = 64, dim = 128, n_heads = 4, max_seq_len = 32,…

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Microsoft Releases Fara1.5: A Family of Browser Computer-Use Agents (4B/9B/27B) That Outperform OpenAI Operator and Gemini 2.5 Computer Use on Online-Mind2Web

Microsoft Research’s AI Frontiers lab released Fara1.5. It is a family of computer-use agent (CUA) models for the browser. The release ships three sizes: Fara1.5-4B, Fara1.5-9B, and Fara1.5-27B. The models are integrated with MagenticLite, Microsoft’s sandboxed browser interface for these agents. Computer-use agents are pixel-to-action models that drive a real browser. They read screenshots and…

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The Gulf’s AI Boom Has an Undersea Cable Problem

The Gulf’s AI ambitions depend on something surprisingly fragile: a handful of undersea cables running through some of the world’s most volatile waterways. Countries like Saudi Arabia and the UAE have spent billions building AI infrastructure, attracting hyperscalers and positioning themselves as future exporters of compute capacity. But as the region shifts from oil wealth…

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Finnish phone-maker HMD bundles Indian AI chatbot onto new smartphone in push to reach local market

Finnish phone maker HMD today launched its first smartphone, called the Vibe 2 5G, which comes preloaded with Indian AI company Sarvam’s chatbot Indus. Both companies had first announced the partnership during the India AI summit held in New Delhi in February. The Indus app is powered by Sarvam’s locally trained 105-billion-parameter model — a…

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Waymo halts freeway rides after robotaxis wrestle in building zones

Waymo halts freeway rides after robotaxis wrestle in building zones

Waymo has suspended robotaxi service on freeways in San Francisco, Los Angeles, Phoenix, and Miami as it really works to enhance efficiency in building zones, the corporate confirmed to TechCrunch on Thursday. Waymo stated it’s within the technique of integrating “current technical learnings into our software program and count on to renew these routes quickly.”…

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