Marsad Watch — configuration

models: monitor gpt-4o-mini · research gpt-4o-mini · cap $4.0/run

Collected signals 11

Everything the monitor has gathered and scored. Collect now re-scans every enabled source for anything newer and adds it — safe to run more than once a day (already-seen items are skipped). The monthly report is built from the top of this list. Collected signals are stored permanently and searchable by date — nothing here ever expires.

to Clear
ScoreSignalTypeSourcePublished
80 Scaled Idempotence in Transformer Attention: Paired OV Geometry and Shared-Value Algebras
The findings from this research could improve the context-awareness of AI applications in urban mobility in Dubai.
research arXiv cs.AI/cs.LG — agentic AI transport 2026-09-01 16:05 GST
80 DNC-IMM: Early Lane-Change Intention Recognition via Neural Calibration Based on Driving Contex
Improvements in lane-change recognition can enhance the safety and efficiency of Dubai's autonomous driving systems.
research arXiv cs.AI/cs.LG — agentic AI transport 2026-09-01 15:59 GST
80 A Three-phase and Single-phase Compatible Dual-Mode EV On-Board Charger with Integrated Active
A dual-mode EV onboard charger is essential for supporting Dubai's ambitious electric vehicle infrastructure.
research arXiv eess.SY — transport systems 2026-09-01 11:21 GST
80 Do LLMs Know Your Neighborhood? Auditing LLM Priors for Neighborhood-Level Mobility Prediction
Utilizing LLMs for mobility prediction can optimize urban transport planning in Dubai, supporting smarter city initiativ
research arXiv cs.AI/cs.LG — agentic AI transport 2026-09-01 00:39 GST
80 Worn traffic signs fool AI vision systems, exposing autonomous-driving risks - techxplore.com
This research is critical for ensuring the safety and reliability of autonomous vehicles operating in Dubai's smart tran
research News — IEEE transport research 2026-08-31 18:40 GST
80 A Roadmap to Available ICS Datasets and Testbeds for Cybersecurity Research
This research paper addresses cybersecurity for industrial control systems, which is crucial for protecting critical tra
research arXiv eess.SY — transport systems 2026-08-31 10:48 GST
80 Asynchronous Cooperative Online Learning for Multi-Robot Control under Computational Delays
The findings from this research on multi-robot control can inform Dubai's strategies for future autonomous transport sys
research arXiv eess.SY — transport systems 2026-08-30 09:11 GST
80 Designing, Deployment and Field Testing of C2Stack for Networked Intelligent Software-Defined U
The testing of networked UAV systems will have applications for Dubai's smart city initiatives and aerial transport solu
research arXiv eess.SY — transport systems 2026-08-29 00:50 GST
80 Adversarial Calibration Attack on Autonomous Vehicles
Improving calibration algorithms for autonomous vehicles will enhance the safety and reliability of Dubai's autonomous t
research arXiv eess.SY — transport systems 2026-08-28 22:35 GST
80 Securing Cooperative Sensing in UAV Swarms Against Conformity-Driven Byzantine Attacks
Enhancing cooperative sensing in UAVs is crucial for improving air traffic management and drone services in Dubai.
research arXiv eess.SY — transport systems 2026-08-28 11:33 GST
80 GAN-Based Semantic Communication for Image Transmission in IoV
The GAN-based communication framework could revolutionize vehicle-to-everything communications in Dubai's smart mobility
research arXiv eess.SY — transport systems 2026-08-28 10:58 GST

Direction brief (on government signals): Marsad finds the emerging-tech signals that help RTA act on that announcement and emails them. It also runs automatically for notable government news.

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