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Microsoft's July 2026 update rollup totals 622 CVEs for the month. Centered on three actively exploited SharePoint/AD FS flaws and a paused rollout to Dell devices, here's how to read the priorities on the ground.
Walden Robotics, a Toyota Research Institute spinout, raised $300 million and announced it has deployed general-purpose robots at Toyota's North American plants. We examine the LBM research findings and the undisclosed performance metrics behind the commercialization.
1Password now handles Claude Cowork logins on the Mac, keeping passwords isolated from the model. Human approval and per-session encryption narrow the exposure surface, but passkeys and post-login action auditing remain future challenges.
RPCS3 has implemented its own HLE version of cellSysmodule, which manages PS3 system module loading. Dependence on Sony's binary has been reduced, but 76 modules remain LLE-default in the current source.
Linus Torvalds has declared that Linux will not become an anti-AI project, signaling a policy of accepting AI as a useful tool for development. While maintaining the principle that the human who signs off bears responsibility for generated code, he is pushing forward the introduction and streamlining of AI-based automated review.
TSMC's Q2 2026 earnings showed net profit surging 77.4% year-over-year, driven by expanding AI-related demand and cost improvements. Backed by strong demand forecasts, the company raised its capital expenditure guidance to as much as $64 billion and is advancing additional investment in Arizona.
A new theory has been published that explains the physical necessity behind the '2-to-1' mass ratio between dark matter and its mediator particle—a ratio required to satisfy resonance conditions. By naturally deriving this ratio from special geometric boundary conditions in a fifth dimension, the theory eliminates the artificial fine-tuning that was previously indispensable in conventional models.
OpenAI has unveiled "GPT-Red," which pits attack and defense models against each other in self-play, automating self-improvement in safety. The system rapidly iterates from vulnerability discovery to defensive training, aiming to strengthen the safety of agentic capabilities, though threat model design and other elements remain in human hands.
ASML, the world's largest maker of semiconductor lithography systems, is pushing for price increases on both EUV and DUV tools amid equipment shortages driven by AI demand, and key customer TSMC is resisting. The outcome of these negotiations will determine whether equipment makers or their customers capture the profits generated by the scarcity of tools essential to leading-edge chip manufacturing.
A Swedish survey found that among Tesla Model 3 vehicles driven over 100,000 km, cars equipped with LFP batteries showed higher capacity retention than those with nickel-based batteries. However, this result does not fully control for variables such as usage environment and vehicle age, so individual battery inspection remains important when choosing a used car.
