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Advancing Open Data: Transparency in A.I., Health Checkups, Data Analytics, and Data Protection

Published: 2023-10-19

The world of open data is constantly evolving, with new developments and studies emerging every day. Today, we bring you a roundup of the latest news in the field, covering topics ranging from artificial intelligence to health checkups, data analytics, and data protection.

The Allen Institute is leading the charge in creating an open-source, transparent artificial intelligence (A.I.) model. Unlike current “black box” models, the institute aims to develop a “glass box” model that can be fully understood and explained. This move towards transparency is a significant step forward in the world of A.I., where only a few large generative models are openly available. The Allen Institute is collaborating with the nonprofit Mozilla Foundation to advance its open vision, with a focus on making open A.I. engines more accessible and manageable.

In Japan, a new study has found that higher participation rates in health checkups are associated with a lower incidence of treated end-stage kidney disease (ESKD). This study highlights the importance of increasing participation rates in health checkups and encouraging regular checkups to reduce the risk of kidney disease. The findings also suggest that a higher ratio of nephrology specialists in a prefecture is associated with lower incidence rates of ESKD, further emphasizing the need for accessible healthcare.

Data analytics company Nova Credit has raised $45 million in funding to provide alternative credit data and insights into applicants' cash flows. Nova Credit’s products unlock cross-border credit bureau data, helping businesses make informed decisions on applicants with no credit history or thin credit files. This funding will enable Nova Credit to expand its product offering and serve the 60 million thin and no credit file consumers in the US.

Reltio, a data management company, has appointed Vidhi Chugh as Head of Product Management for AI/ML Solutions. Chugh’s appointment reflects Reltio’s commitment to AI/ML innovation and its goal of pushing the boundaries in this field. Chugh brings valuable AI experience from her previous roles and expertise in data governance and ethical AI practices.

In the realm of international politics, U.S. officials have gathered intelligence indicating that the blast at a Gaza hospital was caused by Palestinian fighters. This evidence supports Israel’s account of events, and President Joe Biden has expressed his support based on this intelligence.

Lastly, the lack of comprehensive data protection legislation in Nepal has raised concerns about the misuse and abuse of personal data. Recent incidents have highlighted the consequences of this policy failure, including the collection of extensive health data without citizens' control or privacy guarantees. Stakeholder consultations on data protection have been ongoing since 2018, but without proper legislation, privacy will continue to erode amidst the digital transformation.

These news highlights demonstrate the ever-growing importance of open data, transparency, and accessibility. From advancing artificial intelligence to improving healthcare and protecting personal data, the world of open data is constantly evolving and shaping our future. As we navigate this rapidly changing landscape, it is crucial to stay informed and advocate for responsible and ethical data practices.

https://www.nytimes.com/2023/10/19/technology/allen-institute-open-source-ai.html

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