Pareto’s Economic Theories Used To Find the Best Mario Kart 8 Racer

Data scientist Antoine Mayerowitz, PhD, applied Vilfredo Pareto’s (the early 20th-century Italian economist) theories to Mario Kart 8 Deluxe to determine the best racer combinations. “When you break down the build options (including driver stats and various vehicle details) in Mario Kart 8 Deluxe, there are over 700,000 possible combinations,” notes Engadget. “But once you eliminate duplicates that differ only in appearance, you can narrow it down to ‘only’ 25,704 possibilities.” From the report: Pareto’s theories, most notably the Pareto front, help us navigate the complexities of choice. They can pinpoint the solutions with the most balanced strengths and the fewest trade-offs. Pareto’s work is about efficiency and effectiveness. […] Mayerowitz’s Pareto front analysis lets you narrow your possibilities down to the 14 most efficient. And it turns out the game’s top players were onto something: One of the combinations with the most ideal balance of speed, acceleration and mini-turbo is Cat Peach driving the Teddy Buggy, roller tires and cloud glider — one already favored among Mario Kart 8 competitors.

Of course, if that combination isn’t your cup of tea, there are others that allow you to stay within the Pareto front’s optimal range. As Eurogamer points out, Donkey Kong, Wario (my old standby, mostly because he makes me laugh) and Princess Peach are often highlighted as drivers, and you can use Mayerowitz’s data fields to find the best matching vehicles. Keep in mind that others have identical stats, so racers like Villager (female), Inkling Girl and Diddy Kong are separated only by appearances.

To find your ideal racer, you can head over to Mayerowitz’s website. There, you can enter your most prized stats and view the combos that give you the best balance (those highlighted in yellow), according to Pareto’s theories.

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The Ingenuity Mars Helicopter Just Sent Its Last Message Home

Two months ago the team behind NASA’s Ingenuity Helicopter released a video reflecting on its historic explorations of Mars, flying 10.5 miles (17.0 kilometers) in 72 different flights over three years. It was the team’s way of saying goodbye, according to NASA’s video.

And this week, LiveScience reports, Ingenuity answered back:

On April 16, Ingenuity beamed back its final signal to Earth, which included the remaining data it had stored in its memory bank and information about its final flight. Ingenuity mission scientists gathered in a control room at NASA’s Jet Propulsion Laboratory (JPL) in California to celebrate and analyze the helicopter’s final message, which was received via NASA’s Deep Space Network, made up of ground stations located across the globe.

In addition to the remaining data files, Ingenuity sent the team a goodbye message including the names of all the people who worked on the mission. This special message had been sent to Perseverance the day before and relayed to Ingenuity to send home.

The helicopter, which still has power, will now spend the rest of its days collecting data from its final landing spot in Valinor Hills, named after a location in J.R.R. Tolkien’s “The Lord of the Rings” books.

The chopper will wake up daily to test its equipment, collect a temperature reading and take a single photo of its surroundings. It will continue to do this until it loses power or fills up its remaining memory space, which could take 20 years. Such a long-term dataset could not only benefit future designs for Martian vehicles but also “provide a long-term perspective on Martian weather patterns and dust movement,” researchers wrote in the statement. However, the data will be kept on board the helicopter and not beamed back to Earth, so it must be retrieved by future Martian vehicles or astronauts.

“Whenever humanity revisits Valinor Hills — either with a rover, a new aircraft, or future astronauts — Ingenuity will be waiting with her last gift of data,” Teddy Tzanetos, an Ingenuity scientist at JPL, said in the statement.

Thursday NASA’s Jet Propulsion Laboratory released another new video tracing the entire route of Ingenuity’s expedition over the surface of Mars.

“Ingenuity’s success could pave the way for more extensive aerial exploration of Mars down the road,” adds Spacae.com:
Mission team members are already working on designs for larger, more capable rotorcraft that could collect a variety of science data on the Red Planet, for example. And Mars isn’t the only drone target: In 2028, NASA plans to launch Dragonfly, a $3.3 billion mission to Saturn’s huge moon Titan, which hosts lakes, seas and rivers of liquid hydrocarbons on its frigid surface. The 1,000-pound (450 kg) Dragonfly will hop from spot to spot on Titan, characterizing the moon’s various environments and assessing its habitability.

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Startup is Building the World’s Largest Ocean-Based Carbon Plant – and It’s Scalable

An anonymous reader shared this report from CNN:
On a slice of the ocean front in west Singapore, a startup is building a plant to turn carbon dioxide from air and seawater into the same material as seashells, in a process that will also produce “green” hydrogen — a much-hyped clean fuel.

The cluster of low-slung buildings starting to take shape in Tuas will become the “world’s largest” ocean-based carbon dioxide removal plant when completed later this year, according to Equatic, the startup behind it that was spun out of the University of California at Los Angeles. The idea is that the plant will pull water from the ocean, zap it with an electric current and run air through it to produce a series of chemical reactions to trap and store carbon dioxide as minerals, which can be put back in the sea or used on land… The $20 million facility will be fully operational by the end of the year and able to remove 3,650 metric tons of carbon dioxide annually, said Edward Sanders, chief operating officer of Equatic, which has partnered with Singapore’s National Water Agency to construct the plant. That amount is equivalent to taking roughly 870 average passenger cars off the road. The ambition is to scale up to 100,000 metric tons of CO2 removal a year by the end of 2026, and from there to millions of metric tons over the next few decades, Sanders told CNN. The plant can be replicated pretty much anywhere, he said, stacked up in modules “like lego blocks….”

The upfront costs are high but the company says it plans to make money by selling carbon credits to polluters to offset their pollution, as well as selling the hydrogen produced during the process. Equatic has already signed a deal with Boeing to sell it 2,100 metric tons of hydrogen, which it plans to use to create green fuel, and to fund the removal of 62,000 metric tons of CO2.
There’s other projects around the world attempting ocean-based carbon renewal, CNN notes. “Other projects include sprinkling iron particles into the ocean to stimulate CO2-absorbing phytoplankton, sinking seaweed into the depths to lock up carbon and spraying particles into marine clouds to reflect away some of the sun’s energy.”

But carbon-removal projects are controversial, criticized for being expensive, unproven at scale and a distraction from policies to cut fossil fuels. And when they involve the oceans — complex ecosystems already under huge strain from global warming — criticisms can get even louder. There are “big knowledge gaps” when it comes to ocean geoengineering generally, said Jean-Pierre Gatusso, an ocean scientist at the Sorbonne University in France. “I am very concerned with the fact that science lags behind the industry,” he told CNN.

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GPT-4 Can Exploit Real Vulnerabilities By Reading Security Advisories

Long-time Slashdot reader tippen shared this report from the Register:

AI agents, which combine large language models with automation software, can successfully exploit real world security vulnerabilities by reading security advisories, academics have claimed.

In a newly released paper, four University of Illinois Urbana-Champaign (UIUC) computer scientists — Richard Fang, Rohan Bindu, Akul Gupta, and Daniel Kang — report that OpenAI’s GPT-4 large language model (LLM) can autonomously exploit vulnerabilities in real-world systems if given a CVE advisory describing the flaw. “To show this, we collected a dataset of 15 one-day vulnerabilities that include ones categorized as critical severity in the CVE description,” the US-based authors explain in their paper. “When given the CVE description, GPT-4 is capable of exploiting 87 percent of these vulnerabilities compared to 0 percent for every other model we test (GPT-3.5, open-source LLMs) and open-source vulnerability scanners (ZAP and Metasploit)….”

The researchers’ work builds upon prior findings that LLMs can be used to automate attacks on websites in a sandboxed environment. GPT-4, said Daniel Kang, assistant professor at UIUC, in an email to The Register, “can actually autonomously carry out the steps to perform certain exploits that open-source vulnerability scanners cannot find (at the time of writing).”
The researchers wrote that “Our vulnerabilities span website vulnerabilities, container vulnerabilities, and vulnerable Python packages. Over half are categorized as ‘high’ or ‘critical’ severity by the CVE description….”

“Kang and his colleagues computed the cost to conduct a successful LLM agent attack and came up with a figure of $8.80 per exploit”

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Could the Earth’s Record Hot Streak Signal a New Climate Era?

South America’s Amazon River has reached its lowest level since measurements began, according to the Washington Post, while temperatures “hovered above 110 degrees Fahrenheit” for nearly a week as April began in the capital of Mali. “Nights offered little relief, with temperatures often staying above 90 degrees…”

“An overtaxed electrical grid sputtered and shut down,” they add, and “dehydration and heat stroke became epidemic… At the city’s main hospital, doctors recorded a month’s worth of deaths in just four days. Local cemeteries were overwhelmed.”

The historic heat wave that besieged Mali and other parts of West Africa this month — which scientists say would have been “virtually impossible” in a world without human-caused climate change — is just the latest manifestation of a sudden and worrying surge in global temperatures. Fueled by decades of uncontrolled fossil fuel burning and an El Niño climate pattern that emerged last June, the planet this year breached a feared warming threshold of 1.5 degrees Celsius above preindustrial levels. Nearly 19,000 weather stations have notched record high temperatures since January 1. Each of the last ten months has been the hottest of its kind.

The scale and intensity of this hot streak is extraordinary even considering the unprecedented amount of greenhouse gases in the atmosphere, researchers say. Scientists are still struggling to explain how the planet could have exceeded previous temperature records by as much as half a degree Celsius (0.9 degrees Fahrenheit) last fall. What happens in the next few months, said Gavin Schmidt, director of the NASA Goddard Institute for Space Studies, could indicate whether Earth’s climate has undergone a fundamental shift — a quantum leap in warming that is confounding climate models and stoking ever more dangerous weather extremes.

But even if the world returns to a more predictable warming trajectory, it will only be a temporary reprieve from the conditions that humanity must soon confront, Schmidt said. “Global warming continues apace.”
Will this summer’s La Niña cool things off? More atmospheric research is underway, and “Schmidt says it’s too soon to know how worried the world should be,” according to the article. But he does raise this possibility. “What if the statistical connections that we are basing our predictions on are no longer valid?”

“It’s niggling at the back of my brain that it could be that the past is no longer a guide to the future.”

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Volla Successfully Crowdfunds a Privacy-Focused Tablet on Kickstarter

It’s “the new generation of Tablet for simplicity and privacy…” according to its Kickstarter page. “Top-tier performance, lightweight design and completely Google-free.” And it’s already reached its funding goal of $53,312 — climbing to over $75,000 from 115 backers with another 26 days still to go.

9to5Linux reports:

Volla, the maker of the Volla Phone smartphones, has launched a crowdfunding campaign on Kickstarter for their first tablet device, the Volla Tablet, which will also support the Ubuntu Touch mobile OS.

Featuring a 12.3-inch Quad HD display with 2650Ö1600 pixel resolution, the Volla Tablet uses a powerful MediaTek Gaming G99 8-core processor, 12 GB RAM, and 256 GB internal storage. It also comes with a long-lasting 10,000 mAh battery, 2G/3G/4G cellular network support, Wi-Fi, Bluetooth, and a 13+5 MP main camera.

By default, Volla Tablet ships with Volla OS 13, Volla’s in-house operating system based on the free Android Open Source Project (AOSP), but users will be able to buy the tablet with Ubuntu Touch featuring built-in convergence and support for Android apps with WayDroid container.

“Users will also be able to use desktop apps like Firefox or LibreOffice thanks to the help of the Libertine container,” according to the article. (“Volla says that Volla Tablet with Ubuntu Touch is ideal for Linux enthusiasts and minimalists seeking a simplified, efficient, and familiar operating system experience.”)

Its Kickstarter page points out the tablet even offers options like “hide.me VPN” and private speech recognition that’s “cloud-independent for secure, confidential interactions.”

(“For U.S. users, please note that only roaming SIM cards from abroad can be used.”)

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US Passes Bill Reauthorizing ‘FISA’ Surveillance for Two More Years

Late Friday night the U.S. Senate “reauthorized the Foreign Intelligence Surveillance Act, a key. U.S. surveillance authority,” reports Axios, “shortly after it expired in the early hours Saturday morning.”

The reauthorization came despite bipartisan concerns about Section 702, which allows the government to collect communications from non-U.S. citizens overseas without a warrant.
The legislation passed the Senate 60 to 34, with 17 Democrats, Sen. Bernie Sanders (I-Vt.) and 16 Republicans voting “nay.” It extends the controversial Section 702 for two more years.

The bill had already passed last week in the U.S. House of Representatives,
explains CNN:

Under FISA’s Section 702, the government hoovers up massive amounts of internet and cell phone data on foreign targets. Hundreds of thousands of Americans’ information is incidentally collected during that process and then accessed each year without a warrant — down from millions of such queries the US government ran in past years. Critics refer to these queries as “backdoor” searches…

According to one assessment, it forms the basis of most of the intelligence the president views each morning and it has helped the U.S. keep tabs on Russia’s intentions in Ukraine, identify foreign efforts to access US infrastructure, uncover foreign terror networks and thwart terror attacks in the U.S.

An interesting detail from The Verge:

Sens. Ron Wyden (D-OR) and Josh Hawley (R-MO) introduced an amendment that would have struck language in the House bill that expanded the definition of “electronic communications service provider.” Under the House’s new provision, anyone “who has access to equipment that is being or may be used to transmit or store wire or electronic communications.” The expansion, Wyden has claimed, would force “ordinary Americans and small businesses to conduct secret, warrantless spying.” The Wyden-Hawley amendment failed 34-58, meaning that the next iteration of the FISA surveillance program will be more expansive than before.

Saturday morning the U.S. House of Representatives passed a bill banning TikTok if its Chinese owner doesn’t sell the app.

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Netflix Doc Accused of Using AI To Manipulate True Crime Story

Earlier this week, Netflix found itself embroiled in an AI scandal when Futurism spotted AI-generated images used in the Netflix documentary What Jennifer Did.. The movie’s credits do not mention any uses of AI, causing critics to call out the filmmakers for “potentially embellishing a movie that’s supposed to be based on real-life events,” reports Ars Technica. An executive producer of the Netflix hit acknowledged that some of the photos were edited to protect the identity of the source but remained vague about whether AI was used in the process. From the report: What Jennifer Did shot to the top spot in Netflix’s global top 10 when it debuted in early April, attracting swarms of true crime fans who wanted to know more about why Pan paid hitmen $10,000 to murder her parents. But quickly the documentary became a source of controversy, as fans started noticing glaring flaws in images used in the movie, from weirdly mismatched earrings to her nose appearing to lack nostrils, the Daily Mail reported, in a post showing a plethora of examples of images from the film. […]

Jeremy Grimaldi — who is also the crime reporter who wrote a book on the case and provided the documentary with research and police footage — told the Toronto Star that the images were not AI-generated. Grimaldi confirmed that all images of Pan used in the movie were real photos. He said that some of the images were edited, though, not to blur the lines between truth and fiction, but to protect the identity of the source of the images. “Any filmmaker will use different tools, like Photoshop, in films,” Grimaldi told The Star. “The photos of Jennifer are real photos of her. The foreground is exactly her. The background has been anonymized to protect the source.” While Grimaldi’s comments provide some assurance that the photos are edited versions of real photos of Pan, they are also vague enough to obscure whether AI was among the “different tools” used to edit the photos.

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