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."

Google unveiled Gemini 2.0 yesterday, almost exactly one year after Google's initial Gemini launch. The new release offers enhanced multimodal capabilities like native image and audio output, real-time tool use, and advanced reasoning to enable agentic experiences, such as acting as a universal assistant or research companion. VentureBeat reports: During a recent press conference, Tulsee Doshi, director of product management for Gemini, outlined the system's enhanced capabilities while demonstrating real-time image generation and multilingual conversations. "Gemini 2.0 brings enhanced performance and new capabilities like native image and multilingual audio generation," Doshi explained. "It also has native intelligent tool use, which means that it can directly access Google products like search or even execute code."

The initial release centers on Gemini 2.0 Flash, an experimental version that Google claims operates at twice the speed of its predecessor while surpassing the capabilities of more powerful models. This represents a significant technical achievement, as previous speed improvements typically came at the cost of reduced functionality. Perhaps most significantly, Google introduced three prototype AI agents built on Gemini 2.0's architecture that demonstrate the company's vision for AI's future. Project Astra, an updated universal AI assistant, showcased its ability to maintain complex conversations across multiple languages while accessing Google tools and maintaining contextual memory of previous interactions. [...]

For developers and enterprise customers, Google introduced Project Mariner and Jules, two specialized AI agents designed to automate complex technical tasks. Project Mariner, demonstrated as a Chrome extension, achieved an impressive 83.5% success rate on the WebVoyager benchmark for real-world web tasks -- a significant improvement over previous attempts at autonomous web navigation. Supporting these advances is Trillium, Google's sixth-generation Tensor Processing Unit (TPU), which becomes generally available to cloud customers today. The custom AI accelerator represents a massive investment in computational infrastructure, with Google deploying over 100,000 Trillium chips in a single network fabric.

This week America's Securities and Exchange Commission filed fraud charges against the former CEO of the startup social media site "IRL"

The BBC reports: IRL — which was once considered a potential rival to Facebook — took its name from its intention to get its online users to meet up in real life. However, the initial optimism evaporated after it emerged most of IRL's users were bots, with the platform shutting in 2023...

The SEC says it believes [CEO Abraham] Shafi raised about $170m by portraying IRL as the new success story in the social media world. It alleges he told investors that IRL had attracted the vast majority its supposed 12 million users through organic growth. In reality, it argues, IRL was spending millions of dollars on advertisements which offered incentives to prospective users to download the IRL app. That expenditure, it is alleged, was subsequently hidden in the company's books.
IRL received multiple rounds of venture capital financing, eventually reaching "unicorn status" with a $1.17 billion valuation, according to TechCrunch. But it shut down in 2023 "after an internal investigation by the company's board found that 95% of the app's users were 'automated or from bots'."

TechCrunch notes it's the second time in the same week — and at least the fourth time in the past several months — that the SEC has charged a venture-backed founder on allegations of fraud... Earlier this week, the SEC charged BitClout founder Nader Al-Naji with fraud and unregistered offering of securities, claiming he used his pseudonymous online identity "DiamondHands" to avoid regulatory scrutiny while he raised over $257 million in cryptocurrency. BitClout, a buzzy crypto startup, was backed by high-profile VCs such as a16z, Sequoia, Chamath Palihapitiya's Social Capital, Coinbase Ventures and Winklevoss Capital.

In June, the SEC charged Ilit Raz, CEO and founder of the now-shuttered AI recruitment startup Joonko, with defrauding investors of at least $21 million. The agency alleged Raz made false and misleading statements about the quantity and quality of Joonko's customers, the number of candidates on its platform and the startup's revenue.

The agency has also gone after venture firms in recent months. In May, the SEC charged Robert Scott Murray and his firm Trillium Capital LLC with a fraudulent scheme to manipulate the stock price of Getty Images Holdings Inc. by announcing a phony offer by Trillium to purchase Getty Images.

On May 30th, Facebook's shareholder's will vote on whether to remove Mark Zuckerberg as chairman of the board, reports Business Insider: Business Insider broke the news of the proposal in July last year after revealing the plans of activist shareholder Trillium Asset Management, which had grown tired of the "mishandling" of scandals including the Cambridge Analytica data breach. Responding to the proposal in the SEC filing, Facebook called on investors to vote it down. "We believe our board of directors is functioning effectively under its current structure, and that the current structure provides appropriate oversight protections," Facebook said...

The chance of it becoming a reality is extremely slim, despite it being backed by investors that control around $3 billion of Facebook stock. A similar proposal in 2017 was popular among independent investors but was crushed because of Zuckerberg's voting power. This is because of Facebook's dual-class share structure. Class B shares have 10 times the voting power of class A shares, and it just so happens that Zuckerberg owns more than 75% of class B stock. It means he has more than half of the voting power at Facebook....

Facebook will almost certainly get its way. But the two investor proposals mark continued dissatisfaction among shareholders about the way Facebook is run following a year from hell for the company. It also shows that investors continue to believe that Zuckerberg has too much power.

Major Facebook investors, including public pension funds and state officials, are pushing for Mark Zuckerberg's ouster as chairman of the company's board. From a report: The proposal is largely symbolic, since Zuckerberg holds absolute control of the board. But it comes at a difficult time for Facebook, as security breaches plague the company and spur questions around corporate oversight. "We need Facebook's insular boardroom to make a serious commitment to addressing real risks -- reputational, regulatory, and the risk to our democracy -- that impact the company, its share owners, and ultimately the hard-earned pensions of thousands of New York City workers," New York City Comptroller Scott Stringer said in a statement to CNBC. Stringer joined a previous motion by Trillium Asset Management in calling for Zuckerberg to step down.

MojoKid writes: Last week, Arm showed off its new Machine Learning Processor design, but today it has lifted the veil on its next-generation Cortex and Mali CPU, GPU, and VPU architectures, destined for 2019 smartphones and mobile devices. The Arm Cortex-A76 CPU, Mali-G76 GPU, and Mali-V76 VPU designs all step up performance and efficiency over previous generation designs, though there are architectural and layout changes and more advanced manufacturing processes.

Arm believes its A76 core, which can be clocked at 3GHz+ when produced on a 7nm process, can perform within 10 percent of an Intel Skylake core within the same thermal constraints, but at approximately half the footprint. The Mali-G76 improves density and energy efficiency by 30 percent over the previous generation G72, while providing a 2.7x uplift in machine learning workloads. And the Mali-V76 VPU improves on the recently announced V52 by adding support for 8K UltraHD content, among many other improvements.

theGEEK writes "A friend came across this article on Suck yesterday. I actually know this guy... and his Anti-Bear Suit is actually quite impressive. Troy is a very interesting, if somewhat dramatic guy-so much so the National Film Board of Canada made a movie about him, and his project. You'll never believe your eyes when you see him repeatedly get hit by a truck at at 50 KPH or when he gets beaten by bikers wielding axes and baseball bats." So, if anyone wants to get me a Christmas present, I'll take one of these.