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Bot web traffic has overtaken human web traffic, data shows
Traffic to websites from AI agents and bots has eclipsed human-generated web traffic for the first time, marking a landmark in AI’s progress and impact earlier than expected, according to one of the largest internet hosting services, Cloudflare. “Welp, that happened faster than I predicted. Thought it would be end of 2027, then early 2027, but agentic traffic growing so fast that bots have now passed human traffic online for the first time in the Internet’s history,” Matthew Prince,...
M25 traffic live: Motorway fire causes traffic chaos as 999 crews rush to scene
Motorway fire causes traffic chaos as 999 crews rush to scene Traffic is being held anti-clockwise on the M25 between Junction 25 for Enfield and Junction 24 for Potters Bar due to a vehicle fire with four miles of congestion Motorists face rush-hour chaos on the M25 with traffic held due to a vehicle fire. The anti-clockwise carriageway is affected between Junction 25 for Enfield and Junction 24 for Potters Bar and drivers have been told to expect delays of half-an-hour with four miles of...
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis
arXiv:2606.04517v1 Announce Type: new Abstract: Graph-based deep learning methods have been widely employed in encrypted traffic analysis to exploit latent correlations across different granularities. However, while complex preprocessing pipelines and sophisticated model structures often achieve strong performance, they may obscure inherent protocol semantics during representation learning. Moreover, the hierarchical structure of protocol layers and their corresponding fields, defined by...
Calibrating Urban Traffic Simulation from Sparse Road Observations via Genetic Optimization
arXiv:2606.03823v1 Announce Type: new Abstract: Urban traffic simulation is a critical tool for infrastructure planning, including the placement of electric vehicle charging stations. However, realistic traffic simulation across many cities is hindered by two fundamental data limitations: detailed real-world traffic measurements are available for only a small fraction of road segments in most cities, and employment distribution data critical for modeling commuter traffic is rarely available...
30 motorists caught for queue cutting, other traffic offences at Woodlands Checkpoint
30 motorists caught for queue cutting, other traffic offences at Woodlands Checkpoint Fifteen motorists were referred to the traffic police for further action. SINGAPORE: A total of 30 motorists have been caught over the Vesak Day long weekend for committing traffic offences and engaging in dangerous road behaviour, including queue cutting, the Immigration and Checkpoints Authority (ICA) said on Friday (Jun 5). ICA said its officers had stepped up traffic enforcement operations at Woodlands...
Show HN: Oproxy – inspect and modify network traffic from the browser
oproxy is a local HTTP, HTTPS, and SOCKS5 proxy for inspecting, replaying, and modifying traffic. It is for developers testing browsers, CLIs, mobile apps, API clients, services, and test suites on their own machine or in a local Docker container. - Capture HTTP traffic and HTTPS traffic after trusting the local oproxy CA.
Vehicle Overacceleration -- A Fundamental Microscopic Mechanism for Traffic Breakdown Control Using Automated Vehicles and AI
Announce Type: new Abstract: This review article addresses a fundamental controversial question in traffic theory: Is the nucleation character of traffic breakdown at a bottleneck governed by vehicle overdeceleration (overbraking) or by discontinuous vehicle acceleration, referred to as vehicle overacceleration. This question is of particular importance in the context of automated vehicles and AI, whose individual dynamic behavior can enable reliable strategies for traffic breakdown control...
Transforming Police-Car Swerving for Mitigating Isolated Stop-and-Go Traffic Waves: A Practice-Oriented Jam-Absorption Driving Strategy
arXiv:2602.10234v3 Announce Type: replace Abstract: Stop-and-go traffic waves, a major form of freeway congestion, impose severe and persistent adverse impacts, including reduced traffic efficiency, increased safety risks, and elevated vehicle emissions. Among various freeway traffic management strategies, jam-absorption driving (JAD), in which a dedicated vehicle performs "slow-in" and "fast-out" maneuvers before being captured by a stop-and-go wave, has been proposed as a promising...
Transforming Police-Car Swerving for Mitigating Isolated Stop-and-Go Traffic Waves: A Practice-Oriented Jam-Absorption Driving Strategy
arXiv:2602.10234v3 Announce Type: replace-cross Abstract: Stop-and-go traffic waves, a major form of freeway congestion, impose severe and persistent adverse impacts, including reduced traffic efficiency, increased safety risks, and elevated vehicle emissions. Among various freeway traffic management strategies, jam-absorption driving (JAD), in which a dedicated vehicle performs "slow-in" and "fast-out" maneuvers before being captured by a stop-and-go wave, has been proposed as a promising...
Vehicle Overacceleration -- A Fundamental Microscopic Mechanism for Traffic Breakdown Control Using Automated Vehicles and AI
Announce Type: replace Abstract: This review article addresses a fundamental controversial question in traffic theory: Is the nucleation character of traffic breakdown at a bottleneck governed by vehicle overdeceleration (overbraking) or by discontinuous vehicle acceleration, referred to as vehicle overacceleration. This question is of particular importance in the context of automated vehicles and AI, whose individual dynamic behavior can enable reliable strategies for traffic breakdown...