Cohere 博客：面向开发者的 AI 内容汇总
Cohere Blog | AI for Developers
Cohere 博客的 AI for Developers 栏目汇总了多篇技术文章，涵盖 Compass 即将上云、North Mini Code 的 megakernel 服务引擎、硬件感知动态推测解码、Cohere Transcribe Arabic 发布、Command A+ 发布以及 MCP 实用指南等主题。
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Introducing North 2: AI without compromises
Platform
NorthEnterprise-ready AI for business; CompassIntelligent search and discovery
CommandGenerative language models; TranscribeNewSpeech recognition model; North Small TranslateNEWMachine translation model; ParseNewDocument parsing model; EmbedSemantic representation model; RerankRetrieval optimization model
Model VaultDedicated model inference platform; Private DeploymentsOn-prem or isolated VPCs; SecurityProtect your data at every stage
Partners; Events; Webinars; Merch Store
Featured
BlogThe latest news, launches, and insights
Cohere LabsCohere’s ML research lab
Explorations
Future(s) of WorkHow will AI change the way we work?; Aya ModelsMultilingual AI at scale; All Papers
Initiatives
Research ScholarsFinding the new generation of ML talent; Open Science CommunityChampioning global, open science; Catalyst GrantsSupporting impactful ML endeavors
RCP-nDCG@10: A more complete way to measure retrieval relevance
Product LaunchAI for DevelopersCompass is coming to the cloudSep 25, 20265 min read; AI for DevelopersResearchInside the megakernel serving engine for North Mini CodeSep 08, 202622 min read; TechnologyAI for DevelopersHardware-aware dynamic speculative decodingJul 10, 20268 min read; Product LaunchAI for DevelopersMeet Cohere Transcribe ArabicJul 07, 20265 min read; TechnologyAI for DevelopersAutomating fork maintenance with AI agentsJun 25, 202610 min read; AI for DevelopersTechnologyCreating a security agent with Cohere North and WizJun 25, 20268 min read; TechnologyAI for DevelopersLLM Serving Fairness: No more noisy neighborsJun 17, 20267 min read; AI for DevelopersEnterprise AIWhat is Model Context Protocol? A practical guide to MCPMay 28, 20266 min read; Product LaunchTechnologyIntroducing Command A+: Making sovereign agentic capabilities available to allMay 20, 20264 min read; AI for DevelopersTechnologyProduction-Ready W4A8: vLLM Integration and Quality Recovery Techniques ExplainedApr 22, 20268 min read; AI for DevelopersTechnologyWhy MoE models get more from speculative decodingApr 21, 20269 min read; AI for DevelopersMaking data transfer in LLM systems faster, leaner, and more scalableNov 12, 20255 min read; AI for DevelopersSecuring AI supply chains: Cohere’s commitment to model signingOct 30, 20252 min read; Enterprise AIAI for DevelopersAI benchmarks: A business guide to effective evaluationJul 08, 202510 min read; Enterprise AIAI for DevelopersThe future of coding: AI code generation explainedMay 12, 20258 min read