Google's September 2026 security bulletin fixes 110 vulnerabilities in Pixel devices, including a high-severity flaw (CVE-2026-58704) in the Cellular Modem component that is being exploited in limited, targeted attacks. The bug stems from a logic error that lets an attacker on an adjacent network bypass permissions and escalate privileges without user interaction. The update, rolling out at patch level 2026-09-05, also addresses 12 critical remote code execution bugs and 89 privilege escalation issues.
A new visualization tool called FuzzyGraph plots equations in a non-binary mode, shading regions by how close they come to satisfying an equation rather than just marking exact solutions. This approach exposes hidden structures—dubbed 'black holes' and 'quasars'—in equations like slash-dot and inverse-square forms that are completely invisible on standard graphs. Simple test cases, such as x²+y²=0 versus its inverse 1/(x²+y²)=0, show how conventional graphing hides these error-based features entirely.
OpenAI has held early talks with investors about raising fresh capital at a valuation exceeding $1.2 trillion, according to reports. The round would come as the company prepares for a widely expected public listing next year.
Apple published a Security Research blog post explaining how its new Reference Image camera feature, launching on the iPhone 18 Pro, verifies that photos are authentic from the moment they're captured. The system creates a secure digital negative with signed metadata and timestamps inside Apple's Private Cloud Compute environment, and uses a sensor-level trust chain with revocation lists to flag compromised hardware or fraudulent images.
Cloudflare launched a 'Disallow AI Training' control that lets website owners stay visible in search results while blocking the same crawler from using their content to train AI models. Apple, Google and Microsoft have agreed to honor the new setting, which addresses the problem of mixed-use crawlers that previously forced sites to accept both search indexing and AI training together or neither.
Apple has outlined a new approach called Reference Image aimed at proving whether a photo genuinely came from a real camera sensor, rather than relying on after-the-fact metadata like the C2PA standard. The method uses iPhone's secure hardware and Apple's Private Cloud Compute infrastructure to build a chain of trust starting at capture, rather than tracking edits after the fact.
Researchers from the DREAM Security Research Team disclosed a pre-authentication buffer overflow in the LINEMODE SLC negotiation handler of GNU inetutils' Telnet server, a flaw dating back to 1994. Because many vendors' Telnetd implementations, including those in major Linux distributions, derive from the same codebase, the bug's reach extends well beyond a single project.
Apple has finally delivered a version of Siri that behaves more like a conversational chatbot, addressing years of criticism about its limitations. However, newer AI agent applications such as Instinct and Muse have emerged with more advanced capabilities, overshadowing Apple's improvements before they can gain traction.
Mark Zuckerberg publicly aligned himself with Nvidia CEO Jensen Huang's view that market incentives, not government regulation, should drive AI safety efforts, rather than Anthropic's Dario Amodei's call to deliberately slow AI capability development. Zuckerberg argued that alignment and trust are becoming key differentiators for AI agents and models, and cited Meta's own decision to delay releasing its Muse AI tools for safety reasons as evidence that liability concerns already push companies toward responsible development.
A newly launched digital resource called the Khipu Field Guide compiles what its creators describe as the largest and most accurate database of Inka khipus, the knotted cord devices used to record information in the 14th-16th century Inkan empire. The project, built over two years, also includes translated Spanish court documents referencing 'paper khipus' and draws on decades of prior scholarship, including work by Marcia and Robert Ascher.
Apple TV has released the first episode of Slow Horses' sixth season, with new episodes airing weekly through October 21. The premiere lands just hours after Apple TV renewed the espionage drama for two additional seasons and a day after director Saul Metzstein won an Emmy for the show's season five finale.
Billionaire investor Bill Ackman used a live appearance at the Fast Company Innovation Festival to reiterate views he previously expressed on social media, backing President Trump's military action against Iran and criticizing New York City Mayor Zohran Mamdani. Ackman argued that Mamdani's policies have driven away the city's most economically productive residents.
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