Edge clouds and local data centers reshape IT

For more than 10 years, enterprise cloud strategy has relied on centralizing as much as possible—shifting workloads from data centers, consolidating operations on hyperscale platforms, and leveraging economies of scale. This approach has reduced infrastructure sprawl, accelerated deployment, and provided nearly unlimited compute and storage. However, the next generation of digital systems increasingly interacts with…

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Alibaba’s Qwen3.5 targets enterprise agent workflows with expanded multimodal support

Alibaba has unveiled Qwen3.5, a new multimodal AI model that the company says is intended to serve as a foundation for digital agents capable of advanced reasoning and tool use across applications. The release reflects the ongoing shift from standalone chatbot deployments toward AI systems that can execute multi-step workflows and operate with minimal human…

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Why ‘curate first, annotate smarter’ is reshaping computer vision development

Computer vision teams face an uncomfortable reality. Even as annotation costs continue to rise, research consistently shows that teams annotate far more data than they actually need. Sometimes teams annotate the wrong data entirely, contributing little to model improvements. In fact, by some estimates, 95% of data annotations go to waste. The problem extends beyond…

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TypeScript 6.0 reaches release candidate stage

TypeScript 6.0, a planned update to Microsoft’s strongly typed JavaScript variant, has reached the release candidate (RC) stage, with the RC adding type checking for function expressions in generic calls. The last TypeScript release based on the JavaScript codebase, before TypeScript 7.0 introduces a compiler and language service based on the Go language for better…

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Google unveils API and MCP server for developer documentation

Google is previewing the Developer Knowledge API and an associated Model Context Protocol (MCP) server, which together offer a machine-readable gateway to the company’s official developer documentation. Announced February 4, the Developer Knowledge API is designed to be the programmatic source of truth for Google’s public documentation. Developers can access documentation from firebase.google.com, developer.android.com, docs.cloud.google.com,…

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