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Hirundo and Boston's Lazarus AI edit the of models from DeepSeek, Moonshot, Z.ai, Alibaba and Tencent to strip state-aligned content and reduce security risks, Rest of World reports.

Lazarus's ReAligned Qwen models run at about a dozen US companies.

Hirundo says its edits cut biased answers from 89.8% to 2.8% of 500 prompts on its own , which nobody has checked independently.

The market exists because Airbnb, Uber and Harvey have built on Chinese models and top Chinese systems trail the best US closed ones by about 3% on benchmarks. Washington barred civilian agencies from DeepSeek products in October.
Western startups are selling Chinese open models with the censorship edited out
Hirundo and Boston's Lazarus AI edit the weights of models from DeepSeek, Moonshot, Z.ai, Alibaba and Tencent to strip state-aligned content and reduce security risks, Rest of World reports. Lazarus's ReAligned Qwen models run at about a dozen US companies. Hirundo says its edits cut biased answers from 89.8% to 2.8% of 500 prompts on its own benchmark, which nobody has checked independently. The market exists because Airbnb, Uber and Harvey have built on Chinese models and top Chinese systems trail the best US closed ones by about 3% on benchmarks. Washington barred civilian agencies from DeepSeek products in October. SourcesBC
Sources
- BWestern startups realigning Chinese AI models (Rest of World)restofworld.org
- CHirundo's Westernized Qwen release (Barchart via Webull, search excerpt)webull.com
This story ran in the Afternoon Brief of November 3rd 2026.