Unpacking black-box models
Modern machine-learning models, such as neural networks, are often referred to as "black boxes" because they are so complex that even the researchers who design them can't fully understand how they make predictions.
To provide some insights, researchers use explanation methods that seek to describe individual model decisions. For example, they may highlight words in a movie review that inf Satellite eyes pinpoint waste from space to reduce ocean pollution
A cutting-edge new tool developed by Minderoo Foundation has identified thousands of waste sites across 25 countries for the first time using advanced satellite data technology and machine learning to measure piles of plastic waste from space.
Global Plastic Watch (globalplasticwatch.org) is a tool which combines earth observation with artificial intelligence to create the first-ever near- Identifying global poverty from space
Despite successes in reducing poverty globally in the last two decades, almost one billion people are still living without access to reliable and affordable electricity, which in turn negatively affects health and welfare, and impedes sustainable development. Knowing where these people are is crucial if aid and infrastructure are to reach them. A new IIASA-led study proposes a novel method to es Colombia signs Artemis Accords

Colombia signed the Artemis Accords for responsible space exploration May 10, continuing a steady stream of countries that have acceded to the agreement.
The post Colombia signs Artemis Accords appeared first on SpaceNews.
Eyes on the Arctic: Satellites reveal changing conditions at northern latitudes

As Arctic sea ice dips to new lows, economic activity in the region is picking up. To track the changes, companies and academic researchers often turn to satellite-based data products.
The post Eyes on the Arctic: Satellites reveal changing conditions at northern latitudes appeared first on SpaceNews.
Electric vehicle company with NASA contract issues financial warning

The electric vehicle company that recently won a NASA contract to provide a modern version of the “Astrovan” to transport Artemis astronauts to the launch pad warned May 10 it may soon run out of money.
News Conference with ESA Astronaut Matthias Maurer (in German)
Video:
00:54:47
After almost six months of living and working on board the International Space Station, Matthias Maurer is back on Earth - and gives his first news conference in Europe.
Watch the replay of this live Q&A (mostly in German language) between Matthias and the press, taking place at the ESA’s European Astronaut Centre (EAC) in Cologne, Germany.
Vega-C stacks up for inaugural flight VV21

Preparation for VV21, the inaugural flight of ESA’s new Vega-C rocket, continues at pace with integration of the Zefiro-9 solid-fuel third stage.
Op-ed | Herding rockets: Improved Space Traffic Management will accelerate industry growth

A market ecosystem that incentivizes the rapid development and fielding of advanced Space Traffic Management (STM) technologies will be a key enabler to the sustainable growth of the space economy.
The post Op-ed | Herding rockets: Improved Space Traffic Management will accelerate industry growth appeared first on SpaceNews.
Connecting the Dots | Freeing speech from space: Satellite operators under pressure to squelch propaganda

As Elon Musk’s plan to take over Twitter ignites free speech debates on and off the social media hub, satellite operators face similar editorial questions amid Russia’s war in Ukraine.
The post Connecting the Dots | Freeing speech from space: Satellite operators under pressure to squelch propaganda appeared first on SpaceNews.
