NYC hospital chief says AI could replace many radiologists if regulations change
"We could replace a great deal of radiologists with AI at this moment, if we are ready to do the regulatory challenge," Katz told participants. Read Entire Article
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California cements its role as the national testing ground for AI rules
To see where tech policy is going in the U.S., look west: California is escalating its push to regulate AI across multiple fronts. Why it matters: California's multi-pronged approach makes it likely that AI companies in the U.S. will treat the state's rules as a de facto national standard, even as the White House moves to rein in state regulation. It follows a familiar pattern: California acts first, companies adapt to keep doing business there and Congress dithers, eventually ceding its role to states due to gridlock. Driving the news: Gov. Gavin Newsom signed an AI executive order this week as state legislators advance a number of AI bills and consider other regulatory avenues for AI. The big picture: California is moving ahead as the Trump administration pushes for a national AI standar
Architectural Implications of the UK Cyber Security and Resilience Bill
arXiv:2604.01937v1 Announce Type: new Abstract: The UK Cyber Security and Resilience (CS&R) Bill represents the most significant reform of UK cyber legislation since the Network and Information Systems (NIS) Regulations 2018. While existing analysis has addressed the Bill's regulatory requirements, there is a critical gap in guidance on the architectural implications for organisations that must achieve and demonstrate compliance. This paper argues that the CS&R Bill's provisions (expanded scope to managed service providers (MSPs), data centres, and critical suppliers; mandatory 24/72-hour dual incident reporting; supply chain security duties; and Secretary of State powers of direction-), collectively constitute an architectural forcing function that renders perimeter-centric and point-solu
Thermodynamic connectivity reveals functional specialization and multiplex organization of extrasynaptic signaling
arXiv:2604.02057v1 Announce Type: cross Abstract: Neural communication operates on both fast synaptic transmission and slower, diffusive extrasynaptic signaling, yet how these two modes jointly organize brain function remains unclear. Here, using the complete synaptic and neuropeptidergic connectomes of \emph{Caenorhabditis elegans}, we develop a unified multiplex framework linking anatomical wiring to functional communication. We infer structure-derived functional connectivity from the synaptic connectome using equilibrium principles from statistical physics, yielding a probabilistic map of information flow across all synaptic pathways, and compare this functional layer directly with the extrasynaptic connectome. This reveals a principled functional specialization across four communicatio
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California cements its role as the national testing ground for AI rules
To see where tech policy is going in the U.S., look west: California is escalating its push to regulate AI across multiple fronts. Why it matters: California's multi-pronged approach makes it likely that AI companies in the U.S. will treat the state's rules as a de facto national standard, even as the White House moves to rein in state regulation. It follows a familiar pattern: California acts first, companies adapt to keep doing business there and Congress dithers, eventually ceding its role to states due to gridlock. Driving the news: Gov. Gavin Newsom signed an AI executive order this week as state legislators advance a number of AI bills and consider other regulatory avenues for AI. The big picture: California is moving ahead as the Trump administration pushes for a national AI standar
QIS for Mental Health: Routing Treatment Outcome Intelligence Without Centralizing Patient Records
QIS (Quadratic Intelligence Swarm) is a distributed intelligence architecture discovered by Christopher Thomas Trevethan, protected under 39 provisional patents. The architecture enables N agents to synthesize across N(N-1)/2 unique paths at O(log N) routing cost per agent — without centralizing raw data. Understanding QIS — Part 29 The Largest Untreated Public Health Problem on Earth 970 million people live with a mental health disorder. That is the WHO's figure from the 2022 World Mental Health Report — not an estimate, not a projection, a count. Depression and anxiety alone affect more people than diabetes, cancer, and cardiovascular disease combined when measured by years lived with disability. The treatment gap is the number that should stop anyone working in health systems or technol
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