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Claude Mythos has accelerated known attacks against HAWK, a post-quantum signature candidate, and 7-round AES-128. Neither result affects cryptography in production use, but the work shows AI probing the mathematical structure of cryptographic schemes—shifting the bottleneck to human verification.
CXMT's Shanghai listing on July 27, 2026 gave it an $85 billion valuation, but its revenue share sits at just one-third of its capacity ratio. Production capacity figures, market share data, and reports on Xiaomi's supply chain reveal the asymmetric competitive landscape between the two companies.
Samsung is expected to boost commodity DRAM capacity by about 15% by year-end through end-fab consolidation at Hwaseong. No direct causal link to Apple's China procurement talks has been confirmed, and actual shipment volumes remain the next factor to watch.
A research team led by the University of Michigan has developed a technology that controls the direction of electron motion using only quantum interference of light, without applying any voltage. By interfering two-photon and three-photon absorption pathways, they generated bullet-like currents unaffected by impurity scattering, and succeeded in freely changing the current's direction simply by manipulating the polarization of light.
NVIDIA is investing in SSI and providing access to Vera Rubin, aiming to increase its computing resources roughly tenfold. While reports peg the investment at $5 billion, the scale of usage and launch timing remain undisclosed, as the two companies also jointly develop next-generation infrastructure.
Reports indicate TSMC's Fab 20 has reached a monthly output of 20,000 wafers for the 2nm process "N2." Using the 3% revenue contribution, rising inventory, and gross margin pressure shown in official materials as clues, this article reads into the current state of the production ramp-up.
Sam Altman declared that AI is "inside the singularity," but OpenAI's latest evaluation rates self-improvement capability below High. Starting from the Hugging Face intrusion incident, this piece examines the boundary between accelerating autonomy and containment.
China's Ministry of Commerce has warned of countermeasures against US sanction proposals citing AI model distillation. The dispute has shifted from the distillation technique itself to how models were accessed and whether usage was authorized.
Photon Queue has deployed its room-temperature quantum memory—a device that temporarily holds photons—at Sandia National Laboratories and the University of Maryland. A $4 million round will expand manufacturing and customer deployment.
On July 27, 2026, Microsoft unveiled its first in-house security AI, "MAI-Cyber-1-Flash." While the model handles 90% of vulnerability response internally, the remaining 10% is outsourced to OpenAI's GPT-5.4 in a hybrid design that achieves a 95.95% CyberGym score alongside roughly a 50% cost reduction.
