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LutfiLutfi Ikbal Majid·Nov 2, 2026·4 min read

Accused of Copying Style: The Kimi K3.1 Pro and GLM-5.3 Distillation Case

Artificial Analysis personality charts show Kimi K3.1 Pro tracking GPT-6 Astra closely, and GLM-5.3 tracking the Claude 5 family. Some read that as proof of distillation. But a style chart cannot prove how a model was trained — API logs and a 50x price gap tell the more interesting story.

Accused of Copying Style: The Kimi K3.1 Pro and GLM-5.3 Distillation Case
AI·Selected story
LutfiLutfi Ikbal Majid·Nov 2, 2026·4 min read

GPT-6.2 Astra and Claude 5.5 Leaked in the Same Weekend

Less than a week after Gemini 4 Carbon took the top ranking, the next flagships from OpenAI and Anthropic leaked almost simultaneously: GPT-6.2 Astra quietly tested inside Codex, and Claude Mythos 5.5 plus Fable 5.5 exposed in Anthropic's own website source code. A claim-versus-evidence breakdown.

GPT-6.2 Astra and Claude 5.5 Leaked in the Same Weekend
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Lutfi Ikbal Majid

Lutfi Ikbal Majid

Software Developer

Writing about autonomous AI agents, native developer tools with Go and Wails, and modern distributed systems.

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Lutfi Ikbal Majid

Accused of Copying Style: The Kimi K3.1 Pro and GLM-5.3 Distillation Case

Lutfi Ikbal Majid

GPT-6.2 Astra and Claude 5.5 Leaked in the Same Weekend

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