MoE fine-tuning (35B, 122B)
But the automatic scan is just the first layer. When it flags something as suspicious or when a user wants to investigate a page further, Muninn offers a deeper scan that analyzes a screenshot of the page. Where the automatic scan is optimized for precision (keeping false alarms low so it doesn't disrupt your browsing), the deep scan is optimized for coverage. When we ran the full dataset through the deep scan, it caught every single confirmed phishing site with zero false negatives. The tradeoff is that it flagged all 9 of the legitimate sites in our dataset as suspicious, which is worth it when you're actively investigating a link you don't trust. The way to think about it is that the automatic scan is your always-on safety net that stays out of your way, and the deep scan is the cautious second opinion that would rather be wrong about a safe page than let a phishing page through.
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以色列與哈馬斯、巴基斯坦與印度、盧旺達與剛果民主共和國（DRC）、泰國與柬埔寨、亞美尼亞與阿塞拜疆、埃及與埃塞俄比亞，以及塞爾維亞與科索沃。
It's not an inevitable reality but for some it is a very scary thought.
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Фото: Gavriil Grigorov / Sputnik / Global Look Press
第二百二十六条 漏油船舶的船舶所有人承担船舶油污损害赔偿责任。。体育直播是该领域的重要参考