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Infrastructure – Page 7
The latest Infrastructure news, analysed daily by the i10X newsroom.
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Enterprise AI Scaling: From Pilots to Production Reality
Enterprise AI is shifting from pilots to full-scale production. Discover the P2P bottleneck, LLMOps challenges, TCO realities, and governance needs for successful rollout. Learn more.
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Enterprise AI Agents: Platforms, Security & Reliability
Explore how AI agents are moving beyond chatbots into enterprise workflows, with hyperscalers racing for managed ecosystems. Learn about IAM, reliability engineering, and TCO challenges. Discover…
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Palo Alto Networks Brings OpenAI Models On-Prem for Security
Palo Alto Networks runs OpenAI cybersecurity models on-premises for data sovereignty and compliance. Learn how this shift enables SOC teams to use advanced AI without exporting…
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Post-Transformer AI: Mamba, RetNet & Hybrid Models
The AI industry moves beyond transformers as quadratic scaling hits limits. Discover linear alternatives like Mamba, RetNet, and Jamba that cut costs for long-context and agentic…
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Memory-Optimized AI Inference: KV Cache and Prompt Caching
Explore how KV caching and prompt caching are transforming AI inference economics by reducing latency and costs for large context LLMs. Learn strategies for engineering and…
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Grok Bot: xAI’s Always-On AI Agent for Premium Users
xAI’s Grok Bot shifts AI from chat to always-on background agents for premium subscribers. Discover the infrastructure, privacy, and workflow impacts. Explore the guide.
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DeepSeek MLOps: Bridging Open Models to Enterprise Production
DeepSeek is expanding beyond open-weight models with MLOps partnerships to simplify enterprise deployment. Learn how this reduces TCO and supports secure on-premise AI. Explore the guide.
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LLM Router: Optimize Multi-Model AI Inference Costs & Latency
Enterprise AI is standardizing on the LLM Router, an intelligent gateway that routes prompts across models to cut costs 30-70%, meet latency SLOs, and enforce compliance.…
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DeepSeek V4 Flash: Framework Choice Dictates Agent Costs
Composio benchmarks reveal DeepSeek V4 Flash success rates and costs vary sharply by agent harness. Discover how to optimize cost-per-success for autonomous workflows.
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LFM2.5-2.6B: Liquid AI’s On-Device Agent Model
Liquid AI’s LFM2.5-2.6B runs agentic workflows with tool calling entirely on edge devices like Raspberry Pi. Achieve zero-latency, private AI without cloud APIs or GPUs. Discover…
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Trillion-Parameter LLMs Force Data Center Rewrite
Trillion-parameter LLMs are driving a shift to high-density GPU clusters and liquid cooling, making traditional data centers obsolete. Power and cooling now limit AI progress. Explore…
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AI Voice Agents in Retail: Edge Computing Breakthrough
Voice AI agents now handle complex retail purchases in noisy stores, proving real-time LLM performance. Learn how edge infrastructure enables this shift from digital chatbots to…