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Hidden Cost of Manual Workflows
What businesses lose every day without automation?Continue reading on Medium »
IRGC Claims It Destroyed Amazon's Bahrain Data Center
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The Complete AI Business System: Build a Funnel That Actually Converts (Without Paid Ads)
A year ago, I thought I had a traffic problem.Continue reading on Medium »
How AI is Transforming Chartered Accountancy: The Future of Smarter CA Practices
Ask any Chartered Accountant what eats up most of their week, and you ll rarely hear strategic advisory work. More often it s the Continue reading on Medium »
A mini robot to simplify dental treatment
A miniature robot developed at the University of Basel could help prepare teeth for a crown. Photo: University of Basel, Catherine Weyer. By Angelika Jacobs A routine check-up at the dentist ends with bad news: tooth decay has left a large cavity, and the tooth needs a crown. The treatment requires several follow-up appointments. During [ ]
Microsoft pressures LG into killing unwanted McAfee ads
Microsoft has intervened to stop Windows 11 users with LG monitors from being bombarded with annoying McAfee trial pop-ups. In response to complaints about the LG bloatware, Microsoft's Windows chief, Pavan Davuluri, said that LG has agreed to immediately disable the McAfee pop-up from its LG Monitor App Installer, and pledged that Microsoft will "keep improving here with our ecosystem partners." This crackdown follows backlash about large pop-up ads for McAfee antivirus and LG's own apps appearing on Windows 11 PCs after being connected to LG monitors. Upon connection, a Windows driver update was silently installing LG driver updates and t … Read the full story at The Verge.
If coding has been solved, why does software keep getting worse?
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Best AI Search Engines for Fast Everyday Research
Traditional search engines give users a list of webpages. AI search engines go a step further by reading multiple sources, summarizing the Continue reading on Medium »
ServiceNow Course | ServiceNow Online Training
Is Service-Now ITSM a Good Career Choice for Freshers in 2026?Continue reading on Medium »
How to Get Your Business Featured in ChatGPT & Google’s AI Search
Search behavior is changing. People are no longer relying only on traditional search engines to find information. Today, users are asking Continue reading on Medium »
Where Are Teams Most And Least Ready For AI-Powered Email?
Email remains one of the most powerful communication and marketing channels for businesses. Whether it s nurturing leads, engaging Continue reading on Medium »
HERMES: Heterogeneous Edge-Relational Multi-Head Embedded SSM Attention for Traffic Conflict Prediction at Signalized Intersections
arXiv:2607.20505v1 Announce Type: new Abstract: Surrogate safety measures (SSMs) enable proactive traffic safety assessment, but many existing methods evaluate pairwise interactions independently or flatten multi-agent scenes into fixed feature vectors, limiting their ability to represent heterogeneous interaction structure and evolving scene-level risk. This study formulates traffic conflict assessment as temporal heterogeneous scene-graph classification and proposes HERMES, a heterogeneous edge-relational graph neural network with SSM-informed multi-head attention. Vehicles and pedestrians are represented as heterogeneous nodes, while vehicle-vehicle, vehicle-pedestrian, and pedestrian-pedestrian interactions are encoded as relation-specific edges with continuous kinematic and surrogate-safety descriptors. Relation-specific attention, dynamic node-edge updates, safety-aware graph pooling, and temporal sequence learning are jointly used to estimate scene-level conflict probability. HE