Section
Infrastructure
The latest Infrastructure news, analysed daily by the i10X newsroom.
FilterCompanies & models
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Saluki 27B: Local AI Model Analysis & Hardware Guide
Saluki 27B by Underdog AI shrinks Qwen3.8-27B to 7.89 GB with 96% performance. Learn how this quantized model powers local tool-calling agents on 12GB GPUs. Explore the guide.
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OpenAI $1.4T Valuation: $30B Round Targets Infrastructure Edge
OpenAI pursues a $30 billion raise at $1.4 trillion valuation to secure compute dominance ahead of Anthropic. See…
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Mistral AI Raises $830M for NVIDIA Blackwell Data Center
Mistral AI secured $830 million in debt to build a 44MW data center near Paris with 18,000 NVIDIA…
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LLM Integration: The Shift to Multi-Model AI Middleware
LLM integration now extends beyond basic connections to include proxy gateways, observability, and no-code workflows. Discover how enterprises…
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Platform Engineering for AI: LLM-Ready IDPs Explained
Platform engineering is evolving to support LLM workloads in Internal Developer Platforms. Discover how IDPs reduce developer burnout,…
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Agentic Harness Must Stay Independent from LLM Subscriptions
The DeepSeek GitHub debate reveals why the agentic harness should remain decoupled from LLM providers. Discover how provider-neutral orchestration prevents vendor lock-in and enables true BYOK…
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Agentic AI: From Chatbots to Autonomous Agents
The AI industry is shifting from chatbots to autonomous agents that reason, select tools, and handle multi-step tasks with minimal oversight. Explore how OpenAI, Google, and…
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Anthropic Plans 500MW AI Data Center in Osaka with NTT Data
Anthropic and NTT Data near deal on ¥1 trillion, 500MW AI data center in coastal Osaka. Learn how this secures frontier LLM compute and supports Japan’s…
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Model Context Protocol (MCP): The New AI Infrastructure
The Model Context Protocol (MCP) is standardizing how AI agents connect to live data and enterprise systems. See Google Cloud endpoints, hosted search servers, and what…
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Private LLM Servers: Solving Enterprise Data Privacy Issues
Explore how private LLM servers help organizations run models like Llama and Mistral securely without data leaks. Learn about infrastructure challenges and managed solutions. Discover the…
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AI Reasoning Models: Transparency, Costs, and Enterprise Impact
Explore how reasoning models and test-time scaling are reshaping AI, from chain-of-thought processing to infrastructure demands and the growing transparency paradox for enterprises.
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pplx-embed-v2-late: Perplexity Late-Interaction Multimodal Embeddings
Discover pplx-embed-v2-late, Perplexity’s open late-interaction models that deliver OCR-free retrieval for PDFs and visuals. Use 9B for indexing and 0.6B on edge devices to optimize RAG…
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AI Agent Gateway: Securing Autonomous Enterprise AI
AI Agent Gateways provide centralized control for credentials, policy, and MCP/A2A traffic in autonomous AI systems. Discover how they replace hardcoded keys and protect enterprise infrastructure.…
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Agentic AI: From Chatbots to Autonomous Enterprise Agents
Explore how agentic AI is transforming LLMs into autonomous agents that execute enterprise workflows. Learn about the tech, governance gaps, and infrastructure impacts. Discover the future…
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AI Token Prices Fall But Enterprise Bills Rise: Jevons Paradox
Cheaper AI tokens are driving up total spending through higher usage and agentic workflows. Explore the Jevons paradox reshaping enterprise AI economics and infrastructure demand.
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Self-Healing LLM Infrastructure: Resilient Enterprise Agents
Explore the shift to self-healing LLM infrastructure that uses guardrails and Model Context Protocol for zero-touch remediation. Reduce downtime in enterprise AI workflows with built-in recovery…
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LLM Optimization: Visibility vs Inference Cost Management
LLM optimization spans marketing for AI visibility and engineering for inference costs. Discover how multi-model routing cuts expenses up to 85% while maintaining quality. Explore the…