Five things to consider before you deploy an LLM

AI in the Enterprise News, analysis, and insights for IT leaders navigating the risks and rewards of AI April 15, 2025

Five things to consider before you deploy an LLM Enthusiasm for large language models has outstripped capabilities. Before you leap into production, answer these five questions. Read more

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Google to add on-demand genAI data analyst to Workspace The generative AI-based 'analyst' in the Workspace Sheets app is among several new AI-based features unveiled for the software suite at Google Cloud Next. Read more

Meta helped build China's DeepSeek: Whistleblower testimony The former Meta exec claims Meta's AI model – Llama – has contributed significantly to Chinese advances in AI technologies like DeepSeek. Read more What misleading Meta Llama 4 benchmark scores show enterprise leaders about evaluating AI performance claims AI benchmarking is critical to determine performance, but results can be irrelevant to enterprise workflows; enterprise buyers should consider benchmarks, but also perform company-specific evaluations. Read more

CIO Sharon Mandell transforms Juniper Networks for the AI era Recognizing business transformation is a team sport, the networking vendor's IT chief broke down silos, built business-IT alignment, and assembled cross-functional cohorts to help give Juniper its AI edge. Read more Google adds open source framework for building agents to Vertex AI Vertex AI is also getting a new Agent Engine for deploying and maintaining agents or multi-agent systems. Read more Atlassian gathers its apps into collections to bolster productivity At its Team 25 show, the company spelled out how its various standalone apps will be grouped together to help users be more productive. Read more Vector Institute aims to clear up confusion about AI model performance DeepSeek and OpenAI's o1 models performed the best across the various benchmarks, but all models still struggle in a range of tasks, so there is much more work to be done. Read more Grok 3 gets an API — but will enterprises trust it? Enterprises need to think carefully before adopting the API for the xAI's newest LLM, which is still only available in beta. Read more

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