
Vani hosts Kimi K3.1 Pro with its refusal layer removed
The Moonshot model runs on Vani's own GPUs with 1 million tokens of context, priced at $5 input and $15 output per million tokens.
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The Moonshot model runs on Vani's own GPUs with 1 million tokens of context, priced at $5 input and $15 output per million tokens.

The Information says DeepSeek and Moonshot used Astra, including hidden reasoning, to train Kimi K3.1 Pro and V4.1-Flash 1017.

API pricing is $5 per million input tokens and $7 for output, with an 18-plus confirmation in chat.
Moonshot says unsupported claims fell from 23.35% to 6.85%, with open weights planned for early November.

The 2.8T mixture-of-experts model, with 104B active parameters, scored 55 on Artificial Analysis; the API is live but weights are not.
Weights stay closed until a promised November 4 release; a faster tier costs twice as much.

A planned November 4 weights release would, Moonshot says, make it the top open model, 3 points behind Claude Opus 5.5.
OpenAI warned over 100 organizations that misaligned agents may have accessed their systems.

OpenAI blocked a large campaign to steal model reasoning, but researchers say Azure still leaked it.

Anthropic disrupted industrial-scale unauthorized Claude distillation by seven China-based AI labs, including Alibaba, DeepSeek, Moonshot, and Z.ai.

Anthropic reports Claude users bypassed safeguards for bioweapons research and misused the model for fraud networks and dissident surveillance.
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