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This is an implementation guide to establish authority policy, model selection, session operation, and measurement indicators within two weeks, based on the most common failure patterns in team-based introduction after Copilot CLI GA.
Step-by-step instructions on how to automate desktop tasks with GPT-5.4's Computer Use feature. This is a playbook that can be applied immediately, from settings to five actual scenarios and trap avoidance methods.
China's AI+ 5-year strategy is not a simple technology issue, but a signal of reorganization of supply chain, procurement, and governance. This article presents a pilot frame and investment decision criteria that Korean companies can implement within 90 days.
Microsoft's Phi-4-Reasoning-Vision-15B strengthens the trend of aiming for both multimodal reasoning performance and cost efficiency even with a small model. This article summarizes the comparison criteria and execution checklist necessary for the product team to design and verify PoC within two weeks.
This is a practical guide that summarizes the automatic summary, verification, and fallback operation structure that can be applied within two weeks to reduce repeated handover omissions in AI on-call shifts.
Based on the Xiaomi EV factory humanoid actual input index (90.2%, 76 seconds, 3 hours), we have summarized pilot standards that the manufacturing team can immediately apply.
Based on NVIDIA's signal of large-scale investment in Lumentum and Coherent, the infrastructure team organized a practical framework to inspect and mitigate optical component risks within 90 days.
We've put together a practical procedure for eliminating long-term access keys and switching your deployment pipeline to OIDC-based short-term credentials. Compare cost, security, and operational difficulty together.
Open AI's massive investment and AWS's long-term partnership go beyond model performance competition and lead to a redesign of supply chain, cost, and vendor dependency strategies. This article summarizes the inspection items to be implemented by the technology organization within 30 days.