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Gemini Architecture Written Directly Into Silicon: Technical Details of Google’s New AI Inference Chip “Frozen v2” Revealed, Processing per Unit of Power Consumption Increased by up to 10 Times

TradingKey — According to a report from The Information citing two people familiar with the matter, Google (GOOGL) is developing a new server chip capable of directly embedding the underlying architecture of the Gemini large model into the chip hardware to significantly enhance the operational efficiency of AI services for users. Internally codenamed “Frozen v2,” this AI inference chip directly addresses Google’s current severe shortage of AI computing power. Sources revealed that the computing capacity gap has triggered internal resource conflicts and even forced Google Cloud to reject numerous orders from external customers. The research and development team estimates that once the chip is officially deployed, the number of tokens processed per unit of power consumption will be 6 to 10 times that of the latest generation of Google’s existing self-developed AI chips.

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Giving bees a probiotic diet could help protect them from extreme temperatures

Honeybees do not like cold weather. When temperatures dip, they can become sluggish and unable to fly. But no matter the conditions in the outside world, they try to keep their hives close to a comfortable 34°C–36°C (93°F–97°F). However, extreme weather, both hot and cold, can overwhelm this internal temperature control and ultimately cut their lives short.

That may not be a problem, though, if they are given a dietary boost. Researchers led by Dr. Najmeh Sahebzadeh at the University of Zabol in southeastern Iran wondered whether feeding them a diet containing a probiotic (live beneficial bacteria) and a prebiotic (fiber that feeds those bacteria) could enhance their survival.

The results, published in a paper in the journal PLOS One, suggest that it could.

Disruptive technologies are expected to transform the manufacturing of advanced semiconductors over the next five years

Gelonghui, July 13 | According to Science and Technology Daily, the surge in AI technology has driven strong demand for advanced chips, yet global chip supply remains constrained by the technology and production capacity of only a few companies. In a recent report, Forbes.com noted that as emerging technologies continue to rise, the global approach to manufacturing cutting-edge chips is expected to undergo a major transformation by 2030. Although extreme ultraviolet (EUV) lithography is currently dominant, it is not the only method for ‘drawing’ microscopic transistors onto silicon wafers. A new generation of forward-looking lithography technologies is poised to emerge, potentially replacing EUV lithography and reshaping how advanced chips are manufactured. Atomic lithography abandons ‘light’ and instead

The ocean current that warms Europe may be more resilient than feared

Climate models have long warned that global warming could weaken “deep-water formation”—the density-driven sinking that is the engine of the AMOC. The logic is straightforward: As Greenland’s ice sheets melt and sea ice formation declines, North Atlantic waters will freshen. Combined with warmer sea temperatures, the freshening makes surface waters more buoyant. The AMOC was thought to have shut down abruptly during past climate warmings, and a handful of researchers now argue such a tipping point could occur this century. A sputtering AMOC could trigger a sharp cooldown in northwestern Europe, rising seas along the U.S. east coast, and shifts in tropical rainfall. “It is a risk that would really have severe impacts,” says Stefan Rahmstorf, a climate scientist at Potsdam University and a prominent voice warning of the threat.

Yet for all the alarming headlines, most climate researchers think the AMOC is more resilient than these worst case scenarios make it seem. Emerging evidence suggests the AMOC may not have actually collapsed in the warm climates following ice ages. More detailed climate models suggest it could weaken but not collapse in the current surge of warming. And studies of the AMOC’s present behavior do not yet show any clear signs of trouble. They’re also exposing new facets of the circulation that could buffer any eventual weakening.

“The paradigm has been, if we warm and freshen these areas, we’ll get less dense water and AMOC will slow down,” says Susan Lozier, an oceanographer at the Georgia Institute of Technology. “That paradigm isn’t holding up.”

This spray-on powder can stop life-threatening bleeding in 1 second

Excessive blood loss is the leading cause of death from combat injuries, making rapid bleeding control one of the biggest challenges in battlefield medicine. Researchers at KAIST, including an Army Major, have developed a next generation spray-on powder that can stop severe bleeding in about one second. The innovation could significantly improve survival for wounded soldiers while also offering broad potential for civilian emergency care.

The research team, led by Professor Steve Park of KAIST’s Department of Materials Science and Engineering and Professor Sangyong Jon of the Department of Biological Sciences, created a powder type hemostatic agent that quickly transforms into a strong hydrogel barrier when sprayed onto a wound.

Because an Army Major directly participated in the project, the technology was designed with real battlefield conditions in mind. The powder hardens almost instantly, remains stable during storage, and can be deployed quickly even in demanding environments such as combat zones and disaster areas.

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