ARTICLES
Technical reports, field notes and reference guides written by the people who did the work. Every piece is published as a PDF you can read, download and circulate internally.
The detection of threats using surveillance systems is an effective way to ensure the security of people, since it provides an opportunity to detect suspicious activity at an early stage. This report covers the model architecture, the labelling strategy and the false-positive trade-offs we accepted in deployment.
Everything we have published. Each card opens the PDF in a new tab.
SOFTWARE
The system is made of two sequentially connected agents. The first is a fine-tuned Qwen2.5-0.5B-Instruct model responsible for converting unstructured resumes into a structured semantic representation.
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