Advice about AI adoption usually comes in two flavours: move fast, or proceed with caution. Take too long to deliberate how and when to integrate AI into your business, and your competitors will leave…
The usage of open-weight AI models from China hit a record high on a popular US web development platform, driven largely by DeepSeek’s latest lightweight model, as business demand for Anthropic’s cutting-edge Fable 5 stalls due to high costs.
The usage of open-weight AI models from China hit a record high on a popular US web development platform, driven largely by DeepSeek’s latest lightweight model, as business demand for Anthropic’s cutting-edge Fable 5 stalls due to high costs.
We run a self-hosted ~300B reasoning model in production. It writes macroeconomic desk reports in Azerbaijani and English. Every so often, it stops. Not crashes. Not refuses. Mid-sentence, a competent economic analysis turns into a fabricated Chinese news article. Or a software README, complete with pip install instructions.
Five detectors analyze character stream in real-time
Rules-based, digit analysis, n-gram scoring, repetition detection, and Rolling SimHash used
Fusion of detectors' signals reduces false positives to 0.024%