Page 708 - AI for Good Innovate for Impact

AI for Good Innovate for Impact

supporting end-to-end analysis of solar activity from historical data to future forecasts, it
establishes a robust basis for solar hazard early warning, space-environment monitoring,
and future deep-space exploration. [11]

Use Case Status:

• The use case is part of a larger research project.
• The use case is part of a larger product development..

2�2 Benefits of use case

The open intelligent platform and technological tools will break geographical limitations,
allowing ordinary people in remote areas to access cutting-edge astronomical knowledge,
research findings, and even telescope observation opportunities through a smartphone. This
provides high-quality and equitable scientific research and educational resources, enabling
everyone to explore the universe equally. Such initiatives contribute to building a shared future
for mankind, fostering a global community that thrives on collective knowledge and mutual
respect.

AstroOne can better predict and mitigate the impact of solar storms and other extreme space
weather events on Earth's communication and navigation systems. Additionally, AstroOne
can enhance the speed of near-Earth space warnings and improve monitoring capabilities for
more distant spaces. This means it can provide faster alerts for potential threats in near-Earth
space while also expanding our ability to observe and analyze conditions in deeper space,
contributing to a more comprehensive space situational awareness.

AstroOne, through a census of over 200 million stars in the Milky Way, seeks out sun-like stars
and Earth-like planets within our galaxy to aid humanity in the search for habitable worlds.
By pushing the boundaries of existing observational technologies, AstroOne has mapped a
spatiotemporal diagram of the Milky Way's evolution. This not only helps in understanding
the galaxy's development but also delves into the early physical processes of the universe,
pursuing the ultimate mystery of cosmic origins. This endeavor significantly advances our
knowledge of space, offering insights that could lead to groundbreaking discoveries about the
conditions necessary for life and the broader mechanisms governing the universe's structure
and evolution.

Partners

National Astronomical Observatories, Chinese Academy of Sciences

AstroOne is jointly developed by the National Astronomical Observatories of China (NAOC),
Chinese Academy of Sciences (CAS) and Zhejiang Lab. The main tasks of NAOC are to guide
scientific research, provide domain knowledge, interpret and preprocess data, validate and
improve the models.

2�3 Future Work

5.1. Optimization and Capability Enhancement of the Astronomical Foundation Model: Short-
term priority will focus on improving the model’s reasoning and predictive accuracy by enriching
the datasets and refining the modeling of specific astronomical phenomena. Additionally, the
ability to process long texts (such as 128K tokens) will be strengthened to support automatic

672