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Shared memory for AI agents, over one MCP server
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A plain-English reading of the Kimi K3.1 Pro license: when your business can use it freely, when you must show the Kimi name or sign a deal, what self-hosting 1.56 TB of weights really takes, and what the API costs instead.
OpenAI will pool ChatGPT and Codex usage on Plus, Pro and Business from December. Get a plan-by-plan table, a list of what OpenAI hasn't published yet, and a simple rule for when to wait, switch to Instant, buy credits or upgrade.
MiniMax H3 Max introduces a faster approach to AI video generation, capable of producing five-second videos in under three seconds. This article explores its technology, text-to-video and image-to-video capabilities, native audio generation, and how rapid creative iteration could transform video production and marketing workflows.
Ultra is the renamed Max 20x, but Anthropic describes it as 10x Pro's weekly usage, not 20x. See what each Claude plan includes, plus a simple rule for when to upgrade, turn on usage credits, or stay put.
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