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FAID: Fine-Grained AI-Generated Text Detection Using Multi-Task Auxiliary and Multi-Level Contrastive Learning

arXiv ·

MBZUAI researchers introduce FAID, a fine-grained AI-generated text detection framework capable of classifying text as human-written, LLM-generated, or collaboratively written. FAID utilizes multi-level contrastive learning and multi-task auxiliary classification to capture authorship and model-specific characteristics, and can identify the underlying LLM family. The framework outperforms existing baselines, especially in generalizing to unseen domains and new LLMs, and includes a multilingual, multi-domain dataset called FAIDSet.

SSRC’s Dr. Abdelrahman AlMahmoud to Participate in WGISTA Webinar

TII ·

Dr. Abdelrahman AlMahmoud from TII's Secure Systems Research Center (SSRC) will participate in a WGISTA webinar on adopting a digital mindset in auditing and fighting corruption. The webinar, organized by the International Organization of Supreme Audit Institutions (INTOSAI), will discuss the impact of emerging technologies on public sector auditing. Dr. AlMahmoud will share insights on how AI and Big Data can enable auditors to process data at a new scale. Why it matters: This highlights the UAE's growing role in applying advanced technologies like AI and big data to improve governance and accountability in the public sector.

Senate Foreign Relations Democrats Statement on Reports of Trump Family Bribe from UAE Officials - United States Senate Committee on Foreign Relations (.gov)

The National ·

Senate Foreign Relations Committee Democrats issued a statement regarding reports of a bribe from UAE officials to the Trump family. They urged the Biden Administration to investigate these allegations thoroughly and provide Congress with relevant information. The statement highlights concerns about foreign influence and potential illicit financial activities in U.S. politics involving Middle Eastern actors. Why it matters: This political development concerns allegations of corruption involving foreign officials and could impact diplomatic relations between the United States and the UAE, though it is not directly related to artificial intelligence.