The webinar discusses perspectives and challenges of hybrid collective intelligence, with @tahayasseri.bsky.social, Anita Woolley and Mark Steyvers contributing with a presentation about recent research, and ample space for Q&A.

All details here: www.hacid-project.eu/hacid-webina...

🔄 Updated Arxiv Paper

Title: Navigating loss manifolds via rigid body dynamics: A promising avenue for robustness and generalisation
Authors: Mohammed D. Belgoumri, Mohamed Reda Bouadjenek, Hakim Hacid, Imran Razzak, Sunil Aryal

Read more: https://arxiv.org/abs/2505.19527

One week to go for the next HACID webinar! Register and secure your spot! All info in the thread below 👇🏽

Ahmed Alzubaidi, Shaikha Alsuwaidi, Basma El Amel Boussaha, Leen AlQadi, Omar Alkaabi, Mohammed Alyafeai, Hamza Alobeidli, Hakim Hacid
Evaluating Arabic Large Language Models: A Survey of Benchmarks, Methods, and Gaps
https://arxiv.org/abs/2510.13430

Basma El Amel Boussaha, Leen AlQadi, Mugariya Farooq, Shaikha Alsuwaidi, Giulia Campesan, Ahmed Alzubaidi, Mohammed Alyafeai, Hakim Hacid
3LM: Bridging Arabic, STEM, and Code through Benchmarking
https://arxiv.org/abs/2507.15850

“The message this summit sends is that AI in general is something for everyone, for humanity. It shouldn’t be controlled by a handful of people,” said Hakim Hacid, chief researcher of TII's AI and digital science research centre, which organised the open-source AI summit

#AI #Technology

Adam Younsi, Abdalgader Abubaker, Mohamed El Amine Seddik, Hakim Hacid, Salem Lahlou: Accurate and Diverse LLM Mathematical Reasoning via Automated PRM-Guided GFlowNets https://arxiv.org/abs/2504.19981 https://arxiv.org/pdf/2504.19981 https://arxiv.org/html/2504.19981

When I was growing up, most concert venues were surrounded by guys selling drugs (universal). The dealers were all French speaking. And their offer consisted of "ash, hacid."

Ruiyi Yang, Hao Xue, Imran Razzak, Hakim Hacid, Flora D. Salim: KG-IRAG: A Knowledge Graph-Based Iterative Retrieval-Augmented Generation Framework for Temporal Reasoning https://arxiv.org/abs/2503.14234 https://arxiv.org/pdf/2503.14234 https://arxiv.org/html/2503.14234

Ruiyi Yang, Hao Xue, Imran Razzak, Hakim Hacid, Flora D. Salim: Divide by Question, Conquer by Agent: SPLIT-RAG with Question-Driven Graph Partitioning https://arxiv.org/abs/2505.13994 https://arxiv.org/pdf/2505.13994 https://arxiv.org/html/2505.13994

Ngoc Dung Huynh, Mohamed Reda Bouadjenek, Imran Razzak, Hakim Hacid, Sunil Aryal: SVLA: A Unified Speech-Vision-Language Assistant with Multimodal Reasoning and Speech Generation https://arxiv.org/abs/2503.24164 https://arxiv.org/pdf/2503.24164 https://arxiv.org/html/2503.24164

🔄 Updated Arxiv Paper

Title: Rolling Ball Optimizer: Learning by ironing out loss landscape wrinkles
Authors: Mohammed Djameleddine Belgoumri, Mohamed Reda Bouadjenek, Hakim Hacid, Imran Razzak, Sunil Aryal

Read more: https://arxiv.org/abs/2505.19527

🚨 New research we co-published with the HACID Project,
@mpib-berlin.bsky.social, & CNR shows Human-AI collectives outperforming both individual doctors and the best LLMs in diagnostic accuracy. #AI #HealthTech #Diagnosis #CollectiveIntelligence

🔗 hdx.org/rwkMU

Boussaha, AlQadi, Farooq, Alsuwaidi, Campesan, Alzubaidi, Alyafeai, Hacid: 3LM: Bridging Arabic, STEM, and Code through Benchmarking https://arxiv.org/abs/2507.15850 https://arxiv.org/pdf/2507.15850 https://arxiv.org/html/2507.15850

🌍 Join us for #HACID Webinar #4: Gender & Diversity in Hybrid Collective Intelligence 🧠🤖
🗓 Sept 29, 2025 | ⏰ 18:00 CEST

Register here: events.teams.microsoft.com/event/71775f...

Ngoc Dung Huynh, Mohamed Reda Bouadjenek, Sunil Aryal, Imran Razzak, Hakim Hacid
SimpsonsVQA: Enhancing Inquiry-Based Learning with a Tailored Dataset
https://arxiv.org/abs/2410.22648

Aymen Rayane Khouas, Mohamed Reda Bouadjenek, Hakim Hacid, Sunil Aryal: Far From Sight, Far From Mind: Inverse Distance Weighting for Graph Federated Recommendation https://arxiv.org/abs/2507.01285 https://arxiv.org/pdf/2507.01285 https://arxiv.org/html/2507.01285