Autonomous Warfare Technologies Propel AI Defense Market Toward $30 Billion - PR Newswire
Autonomous Warfare Technologies Propel AI Defense Market Toward $30 Billion PR Newswire
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Asprofin Bank Partners with RRP Electronics as Tier One Contractor for Multi Billion Datacenter Network
Three industry leaders—Asprofin Bank Corporation, Wow Global Technologies W.L.L., and RRP Electronics Limited—have formalized their commitment with a tripartite memorandum of understanding to construct a cutting-edge modular and hyperscale data center network across Qatar, India, and Southeast Asia.
Revealing the Learning Dynamics of Long-Context Continual Pre-training
arXiv:2604.02650v1 Announce Type: new Abstract: Existing studies on Long-Context Continual Pre-training (LCCP) mainly focus on small-scale models and limited data regimes (tens of billions of tokens). We argue that directly migrating these small-scale settings to industrial-grade models risks insufficient adaptation and premature training termination. Furthermore, current evaluation methods rely heavily on downstream benchmarks (e.g., Needle-in-a-Haystack), which often fail to reflect the intrinsic convergence state and can lead to "deceptive saturation". In this paper, we present the first systematic investigation of LCCP learning dynamics using the industrial-grade Hunyuan-A13B (80B total parameters), tracking its evolution across a 200B-token training trajectory. Specifically, we propos
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