The
Chan Zuckerberg Initiative was founded in 2015 to help solve some of society's
toughest challenges — from eradicating disease and improving education to addressing
the needs of our communities.
New Delhi: Meta head Mark
Zuckerberg and his wife Priscilla Chan's philanthropy organization are taking
steps to use AI in the biomedical domain to address the burden of diseases and
make the world disease free by 2100.
The Chan
Zuckerberg Initiative announced that it will provide funding for and build the
largest computing system dedicated to nonprofit life science research in the
world. This effort will assist scientists in accessing "predictive models
of healthy and diseased cells, which will lead to groundbreaking new
discoveries that could help cure, prevent, or manage all diseases by the end of
this century."
"AI is creating
new opportunities in biomedicine, and building a high-performance computing
cluster dedicated to life science research will accelerate progress on
important scientific questions about how our cells work," said CZI
Co-founder and Co-CEO Mark Zuckerberg.
By promoting
adoption across the life sciences, high-performance computing (HPC) will provide
the necessary support for the ever-increasing size of LLMs through significant
investments in GPUs, either on-premises or in the cloud. Currently, scaled and
robust infrastructure is cost-prohibitive for many organizations, especially
academic research institutions. The CZI-funded GPU cluster will be one of the
first to power openly available models of human cells, allowing researchers to
collaboratively accelerate their work.
The large language
models (LLMs) are impacting our lives in every sphere, from entertainment to
jobs. They are the fundamental building blocks of Generative AI technology that
use large datasets to generate content. The growth of AI in the past few months
has been phenomenal, with no sphere left untouched. ChatGPT is a mere a tip in
the iceberg of AI. We are trying hard to utilize the power of AI to solve our
problems from a replacement of mundane, boring work to solving the global
crisis in the form of climate change. Only will time tell if it is indeed a
panacea of all our problems.
The Chan
Zuckerberg Initiative was founded in 2015 to help solve some of society's
toughest challenges — from eradicating disease and improving education to
addressing the needs of our communities.
What
are Predictive Models of Healthy and Diseased Cells and How Are They Helpful?
Predictive
models of healthy and diseased cells are computer programs that can predict
whether a cell is healthy or diseased based on its characteristics. These
models are created by training them on a large dataset of cells known to be
healthy or diseased.
The models learn to
identify the patterns associated with each type of cell. Once trained, they can
predict whether a new cell is healthy or diseased by analyzing its
characteristics.
Predictive
models of healthy and diseased cells have various applications, such as:
Diagnosing
diseases: They can assist doctors in diagnosing diseases by analyzing cells
from patients, such as cancer or Alzheimer's disease.
Developing
new treatments: These models help identify genes and proteins involved in
disease development, aiding in the development of new treatments.
Understanding disease
progression: They enable the study of how diseases progress over time by
analyzing changes in cell characteristics, such as cancer or Alzheimer's
disease.
These
models are valuable tools in advancing medical research and improving our
understanding and management of diseases.
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Credit: ZEE NEWS
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