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The term, “casualty risk” doesn’t literally mean humans will be smashed by falling satellites, but there is an increasing risk of satellite collisions, which could hinder or even spell disaster for future orbital missions. And, satellites de-orbited without control could pose a danger to property or the well-being of some on the surface.

In other words, it’s time to rethink the way we dispose of satellites.

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Today’s world is one big maze, connected by layers of concrete and asphalt that afford us the luxury of navigation by vehicle. For many of our road-related advancements — GPS lets us fire fewer neurons thanks to map apps, cameras alert us to potentially costly scrapes and scratches, and electric autonomous cars have lower fuel costs — our safety measures haven’t quite caught up. We still rely on a steady diet of traffic signals, trust, and the steel surrounding us to safely get from point A to point B.

“If people can use the risk map to identify potentially high-risk road segments, they can take action in advance to reduce the risk of trips they take. Apps like Waze and Apple Maps have incident feature tools, but we’re trying to get ahead of the crashes — before they happen,” says He.

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A deep model was trained on historical crash data, road maps, satellite imagery, and GPS to enable high-resolution crash maps that could lead to safer roads.

From 2019: Long before we can certify that neural networks can drive cars, we need to prove that they can multiply.


This work is still in its very early stages, but in the last year researchers have produced several papers which elaborate the relationship between form and function in neural networks. The work takes neural networks all the way down to their foundations. It shows that long before you can certify that neural networks can drive cars, you need to prove that they can multiply.

The Best Brain Recipe

Neural networks aim to mimic the human brain — and one way to think about the brain is that it works by accreting smaller abstractions into larger ones. Complexity of thought, in this view, is then measured by the range of smaller abstractions you can draw on, and the number of times you can combine lower-level abstractions into higher-level abstractions — like the way we learn to distinguish dogs from birds.

He says here that we will not live to 150 without merging with technology. Since rejuvenation already exists for worms, mice, and rats I see no reason why a person could not make it that long and longer.


In this video Sergey talks about his ideas for when we will reach Longevity Escape Velocity, his vision for the longer term and the implications for society as people live longer.

Sergey Young is a longevity investor and visionary on a mission to help one billion people extend their lifespans and live longer, healthier lives. To do that, Sergey founded Longevity Vision Fund to accelerate breakthroughs in life extension technology and to make longevity affordable and accessible to all.

Despite the continued progress that the state of the art in machine learning and artificial intelligence (AI) has been able to achieve, one thing that still sets the human brain apart — and those of some other animals — is its ability to connect the dots and infer information that supports problem-solving in situations that are inherently uncertain. It does this remarkably well despite sparse, incomplete, and almost always less than perfect data. In contrast, machines have a very difficult time inferring new insights and generalizing beyond what they have been explicitly trained on or exposed to.

How the brain evolved to achieve these abilities and what are the underlying ‘algorithms’ that enable them to remain poorly understood. The development and investigation of mathematical models will lead to a deep understanding of what the brain is doing and how are not mature and remain a very active area of research.

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Exoplanet hunters have found thousands of planets, most orbiting close to their host stars, but relatively few alien worlds have been detected that float freely through the galaxy as so-called rogue planets, not bound to any star. Many astronomers believe that these planets are more common than we know, but that our planet-finding techniques haven’t been up to the task of locating them.

Most exoplanets discovered to date were found because they produce slight dips in the observed light of their host stars as they pass across the star’s disk from our viewpoint. These events are called transits.

NASA.

Earth imaging and data specialist Planet Labs on Tuesday announced a new line of imagery satellites, called Pelican, as the company prepares to go public later this year.

The Pelican satellites are meant to upgrade Planet’s existing constellation of 21 SkySat satellites in orbit, with launches beginning in 2022.

“It’s higher resolution, and having more satellites in space means that you actually end up having a higher revisit capability and [Pelican is] being designed for what our users want – which is speed and near-real time understanding about what’s happening,” Planet co-founder and chief strategy officer Robbie Schingler told CNBC.

Toxic chemicals known as PFAS exist in almost 42,000 sites around the U.S., according to research released on Tuesday by the Environmental Working Group.

The research published in the American Water Works Association’s journal Water Science found tens of thousands of potential point sources for per-and polyfluoroalkyl substances contamination around the country. Researchers analyzed data collected between August 2016 and March 2021. They found numerous previously unknown PFAS sites in samples of water downstream from manufacturing facilities.

“We don’t as of yet have great information on how frequently these different sources are contributing to the PFAS contamination we’re finding in surface water and drinking water,” lead study author David Andrews told The Hill.

Blue Origin is set to launch William Shatner on their second crewed spaceflight of its New Shepard rocket. Takeoff is currently scheduled on Wednesday, October 13 at 9:00 am CDT / 14:00 UTC from Corn Ranch, Texas.

New Shepard is designed to take people and payloads to suborbital space and back. It is expected to start sending space tourists this year. Ticket reservations are still on hold.

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🔔 Spaceflight Alerts | Rocket Launch Notifications.

VAN HORN, Texas — William Shatner and three other passengers will launch into space today (Oct. 13) on the second crewed flight of Blue Origin’s New Shepard rocket, and you can watch all the action live online.

The New Shepard rocket-capsule combo will lift off from Blue Origin’s Launch Site One, near the West Texas town of Van Horn, at 9 a.m. local time (10 a.m. EDT; 1,400 GMT). A live webcast of the mission will begin about 90 minutes before liftoff, and you can watch it live in the window above, courtesy of Blue Origin. The webcast will also stream live on Bue Origin’s website and on YouTube.