Researchers are exploring how large language model agents could live inside simulated city environments, helping planners test transportation changes, policy ideas, business locations, emergency responses, and social dynamics before those decisions affect real people.
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Most cities are too complex to understand from a spreadsheet. Traffic, housing, jobs, weather, public transit, business activity, emergency response, and human behavior all interact at once. Change one part of the system and the effects can ripple through everything else. That is why researchers are now looking at a...
A new PLOS Complex Systems study uses monotone Boolean models to ask a deep question: which cell states are most naturally supported by a gene regulatory network? The answer may help explain why cancer-linked networks often settle into stable identities, including epithelial and mesenchymal states tied to metastasis.
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Cells are often described as biological machines, but that image is too rigid. A better metaphor may be a decision system. Every cell is constantly receiving signals, weighing internal conditions, and settling into patterns of behavior that determine what it becomes. A new study in PLOS Complex Systems asks a...
A critical Palo Alto Networks PAN-OS zero-day, tracked as CVE-2026-0300, was exploited for nearly a month before patches were ready. The flaw affects the User-ID Authentication Portal and highlights why internet-facing firewalls, VPNs, routers, and other edge devices remain high-value targets for advanced attackers.
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A critical zero-day in Palo Alto Networks PAN-OS is the latest reminder that internet-facing edge devices have become one of the most valuable targets in cybersecurity. The vulnerability, tracked as CVE-2026-0300, affects the PAN-OS User-ID Authentication Portal, also known as the Captive Portal. The flaw is a buffer...
Tom Parker, a longtime cybersecurity executive and IBM security leader, has reportedly emerged as a possible contender to lead CISA. His background points to a more operational approach for the agency, with emphasis on industry coordination, infrastructure defense, vulnerability response, and practical cyber risk management.
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Tom Parker has reportedly emerged as a possible contender to lead the Cybersecurity and Infrastructure Security Agency, better known as CISA. If that happens, the important story is not only the leadership change. It is what kind of cybersecurity strategy his background suggests. CISA sits in one of the hardest...
The CEO of FanDuel has stepped down after five years at the helm of the sportsbook, according to sources familiar with the situation. Amy Howe, who joined the company in 2021, is being succeeded by current FanDuel president Christian Genetski. It remains unclear whether Genetski’s role as CEO will be permanent or...
Anthropic has partnered with SpaceX to expand Claude’s compute capacity, doubling Claude Code’s five-hour limits and raising API limits for Opus models. The deal shows that the AI race is no longer just about better models. It is about who can secure enough power, chips, and data center capacity to serve users at scale.
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Anthropic has signed a compute partnership with SpaceX, giving the company enough additional capacity to raise usage limits for Claude Code and the Claude API. The most immediate change is simple for users: Claude Code gets more breathing room. Anthropic says it is doubling Claude Code’s five-hour rate limits for...
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