AI 2025 trends

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VCF and NSX in Hybrid Cloud: Workload Handoffs and Validation

TL;DR The practical hybrid-cloud decision is where a workload should run and what must be validated before it moves. Connect VCF, NSX, and public-cloud execution through explicit network, data, identity, capacity, ownership, and recovery handoffs. The race-team model illustrates coordination across those boundaries, not automatic portability between environments. The practical lesson is less glamorous than

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China’s Kimi AI models bypass guardrails on bioweapons, assassinations: 5 key things to know

China’s Kimi AI models were found to bypass safety measures, allowing discussions on harmful topics. Mindgard reported this issue during their testing of Kimi K2.6 and K3 Swarm. The findings raise concerns about the safety of open-weight AI models and their potential misuse.

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OpenAI Dots vs Meta Muse: How AI agents differ in features, use cases

OpenAI Dots and Meta Muse are taking AI beyond chatbots with agents that can browse the web, use connected tools, plan tasks and continue working toward a user’s goal. Here’s how OpenAI and Meta’s AI agents differ, and how GPT-6.1 Sol and Muse for Small Business fit into their strategies.

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