
Mostik builds a mathematical bridge letting AI models share weights directly
The Russian startup fused a 753B-parameter GLM-5.2 with a 4B Qwen-3.5 at one-twentieth the cost of the larger model.
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The Russian startup fused a 753B-parameter GLM-5.2 with a 4B Qwen-3.5 at one-twentieth the cost of the larger model.

After discovering 10-15% of employees drove 60% of AI spend, Rippling launched AI Spend Console to track token use against actual productivity.

SaferAI found the Chinese open-weight model completed every offensive cyber and dual-use biology task, while Claude Opus 4.7 refused so consistently the benchmark couldn't finish.

GLM-5.2 and DeepSeek V4-Pro closed the cyber capability gap from 6-10 months to 4-7 months. Kimi K3 is next in line.

The open-weight model lags on general tasks but reportedly closes the gap on cybersecurity — the exact capability US export curbs were meant to contain.
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