Skip to main content

Google's Next Moonshot Is Putting TPUs In Space With 'Project Suncatcher'

1 month 1 week ago
Google's new "Project Suncatcher" aims to launch Tensor Processing Units (TPUs) into space, creating a solar-powered, satellite-based AI network capable of scaling machine learning beyond Earth's limits. Google says a "solar panel can be up to 8 times more productive than on earth" for near-continuous power using a "dawn-dusk sun-synchronous low earth orbit" that reduces the need for batteries and other power generation. 9to5Google reports: These satellites would connect via free-space optical links, with large-scale ML workloads "distributing tasks across numerous accelerators with high-bandwidth, low-latency connections." To match data centers on Earth, the connection between satellites would have to be tens of terabits per second, and they'd have to fly in "very close formation (kilometers or less)." Google has already conducted radiation testing on TPUs (Trillium, v6e), with "promising" results: "While the High Bandwidth Memory (HBM) subsystems were the most sensitive component, they only began showing irregularities after a cumulative dose of 2 krad(Si) -- nearly three times the expected (shielded) five year mission dose of 750 rad(Si). No hard failures were attributable to TID up to the maximum tested dose of 15 krad(Si) on a single chip, indicating that Trillium TPUs are surprisingly radiation-hard for space applications." Finally, Google believes that launch costs will "fall to less than $200/kg by the mid-2030s." At that point, the "cost of launching and operating a space-based data center could become roughly comparable to the reported energy costs of an equivalent terrestrial data center on a per-kilowatt/year basis."

Read more of this story at Slashdot.

BeauHD

Google imagines out of this world AI - running on orbital datacenters

1 month 1 week ago
Chocolate Factory's latest moonshot aims to put AI supercomputing cluster in sun-sychronous orbit

Google on Tuesday announced a new moonshot – launching constellations of solar-powered satellites packed to the gills with its home-grown tensor processing units (TPUs) to form orbital AI datacenters.…

Tobias Mann

New HDR10+ Advanced Standard Will Try To Fix the Soap Opera Effect

1 month 1 week ago
An anonymous reader quotes a report from Ars Technica: Today, Samsung provided details about the next version of the HDR10 format, which introduces six new features. Among HDR10+ Advanced's most interesting features is HDR10+ Intelligent FRC (frame rate conversion), which is supposed to improve motion smoothing. A TV using motion smoothing analyzes each video frame and tries to determine what additional frames would look like if the video were playing at a frame rate that matched the TV's refresh rate. The TV then inserts those frames into the video. A 60Hz TV with motion smoothing on, for example, would attempt to remove judder from a 24p film by inserting frames so that the video plays as if it were shot at 60p. For some, this appears normal and can make motion, especially camera panning or zooming, look smoother. However, others will report movies and shows that look more like soap operas, or as if they were shot on higher-speed video cameras instead of film cameras. Critics, including some big names in Hollywood, argue that motion smoothing looks unnatural and deviates from the creator's intended vision. Intelligent FRC takes a more nuanced approach to motion smoothing by letting content creators dictate the level of motion smoothing used in each scene, Forbes reported. The feature is also designed to adjust the strength of motion interpolation based on ambient lighting.

Read more of this story at Slashdot.

BeauHD

Uncle Sam wants to scan your iris and collect your DNA, citizen or not

1 month 1 week ago
DHS rule would expand biometric collection to immigrants and some citizens linked to them

If you're filing an immigration form - or helping someone who is - the Feds may soon want to look in your eyes, swab your cheek, and scan your face. The US Department of Homeland Security wants to greatly expand biometric data collection for immigration applications, covering immigrants and even some US citizens tied to those cases.…

Brandon Vigliarolo