In4Art’s Post

When we say “data ethics empowers collaboration” in the Earth sciences, what do we really mean? Well, it’s not a simple answer. But we had some brilliant people share their insights this year, and our video essay shares some of the highlights. ➡️ Read the full article: https://lnkd.in/gU3zvfkR Each video showcases the evolution of our community's conversations throughout 2024. To honor that, we will share each video individually through the rest of the month. An end-of-year retrospective, for sure, but also a chance to look to the future of #EarthScienceData.

FINALLY! Lesson 13 of Principles of Data Science on Data Science Ethics and Best Practices is NOW available at https://lnkd.in/gVrtSqUD Coming up: Lectures for the Computational Game Theory course begin next Wednesday at 7 PM. In this session, we covered the crucial topics of data science ethics, integrity, and best practices. We've previously discussed the steps involved in data science—collecting, cleaning, analyzing, predicting, and visualizing data. Today, we emphasized the importance of ethical considerations, particularly informed consent, which stems from the principle of respect for persons. This principle has long been integral to medical research, requiring Institutional Review Boards (IRBs) to ensure ethical treatment of human subjects. However, in the realm of big data, these concerns have only recently been taken seriously, as evidenced by the ubiquitous cookie consent banners on websites. We delved into the historical context of data ethics, noting that until the late 19th century, there were few restrictions on human subject studies. However, the 20th century brought significant changes, including the need for unambiguous consent and clear explanations of potential risks when conducting research beyond mere diagnosis or treatment. Landmark ethical frameworks emphasized the necessity of voluntary participation and full disclosure of research details, setting the stage for modern ethical standards. Notable cases like the Facebook emotional experiment highlight the ongoing challenges and the need for vigilance in protecting personal information. The session also highlighted the intersection of ethics with modern data science tools and practices. For instance, tools like D3.js and ReactJS facilitate the creation of transparent and reusable data visualizations, supporting ethical data communication. The rise of AI and machine learning has automated many data science tasks, underscoring the need for ethical oversight in these processes. The discussion underscored the importance of ongoing ethical education and adherence to best practices to ensure that data science serves the public good without compromising individual privacy or well-being.

Stat Talk - No 08 The Ethics of Data Science With great power comes great responsibility! ⚖️ As data scientists, we must consider the ethical implications of our work. What ethical challenges have you faced? #EthicsInData #ResponsibleAI #DataScience

🌐 Ethics in Data Science: Navigating the Moral Compass of Technology 📊 In our data science journey, ethics isn't just a guideline; it's our guiding star, illuminating the path ahead. Join us on this exploration where we intertwine innovation with responsibility. As guardians of data, it's not only our duty but our privilege to tread the complex landscape of technology with integrity and foresight. 💭💻 In this captivating webinar: 🔍 Let's dive into the heart of ethical considerations shaping our data-driven decisions 🤔 Challenge your perspectives as we unravel real-world case studies and ethical dilemmas 💡 Discover actionable strategies for seamlessly integrating ethics into your data science practice 📅 Mark your calendars and be a part of this conversation to sculpt a future where ethics and technology walk hand in hand. Together, let's forge a path towards a more humane, ethical, and responsible data-driven world. 💼💬 #EthicsInDataScience #TechEthics #DataResponsibility #DataEthics #LinkedInLive

🌟 The establishment of the Regional Council on the Ethics of AI in #LatinAmerica and the #Caribbean marks a historic moment, reflecting our collective commitment to addressing critical challenges posed by #AI 🌐 At the second Ministerial Summit on #AIEthics, #LAC has solidified its leadership in the global AI conversation, promoting #ethical, #inclusive, and people-centered development. 🤝 🚀 Major achievements include the 2024-2025 Ethical AI Roadmap and the #Montevideo Declaration—key outcomes from the groundwork laid at the 2023 Summit in #Chile. Now, we look ahead to the next #MinisterialSummit in the #DominicanRepublic in 2025! 👏 The Council serves as a dedicated platform for discussions on #AIGovernance in #LAC, ensuring ethical management while advancing essential elements such as infrastructure and competencies. This focus will guide our collective efforts in addressing various dimensions of AI ethics in the region. Thank you to all participating countries and especially to Uruguay’s Hebert Paguas for exemplary leadership. UNESCO is proud to have contributed through its Readiness Assessment Methodology #RAM, and we eagerly anticipate the next steps. 📈 #EthicalAI governance is about people. Partners like Aisen Etcheverry and the Gobierno de Chile have been crucial from the start. The Memorandum of Understanding with CAF -banco de desarrollo de América Latina y el Caribe- the launch of the Council, and the Business Council are all models for tackling regional and global challenges. 🧮 🌎As the world watches the #GlobalDigitalCompact unfold, LAC is leading the way with a space for permanent #dialogue, shaping policies that align with the region’s values and needs! Sergio Díaz Granados Guida , Ernesto Fernández Polcuch , Vilas Dhar , Mauricio Agudelo , Bartolomé Pujals

Ethical perspectives of AI was today's topic in the Nordic Business Ethics Initiative session we had at DLA Piper Finland. Loved that we had the in-house perspectives by Sami Ahma-Aho. Event was hosted by Niina Ratsula. I'll share the recording once live. When you need help taking AI tools in action in everyday life and how to consider ethics there, let's connect and have a talk! #AI #ethics

Ethics in Data Science: Balancing Innovation with Responsible Data Usage In today’s data-driven world, maintaining a balance between innovation and responsible data usage is paramount. Our latest blog post explores the critical role of data ethics in fostering trust and ensuring sustainable growth. Key Topics: - Understanding Data Ethics and its Importance - Applications in Data Governance, AI, and Business Decision-Making - Ethical Challenges in Data Mining and Solutions - Ensuring Responsible Data Integration Discover how your organization can leverage data ethically to drive innovation while respecting privacy and transparency. Read the full blog post and join the conversation on ethical data practices. 🔗 https://lnkd.in/eNd8qxUv #DataScience #Ethics #Innovation #BigData #AI #DataPrivacy #ResponsibleData #BusinessGrowth

The ABA's new ethics ruling on generative AI offers essential guidance for its ethical and effective use in the legal field. Discover the key takeaways from Formal Opinion 512 and learn how to navigate AI technology responsibly. Read the full article here: https://lnkd.in/gmffgwPJ #LegalTech #GenerativeAI #ABA #Ethics #Lawfirm #Innovation

The ABA's new ethics ruling on generative AI offers essential guidance for its ethical and effective use in the legal field. Discover the key takeaways from Formal Opinion 512 and learn how to navigate AI technology responsibly. Read the full article here: https://lnkd.in/gmffgwPJ #LegalTech #GenerativeAI #ABA #Ethics #Lawfirm #Innovation

The ABA's new ethics ruling on generative AI offers essential guidance for its ethical and effective use in the legal field. Discover the key takeaways from Formal Opinion 512 and learn how to navigate AI technology responsibly. Read the full article here: https://lnkd.in/gmffgwPJ #LegalTech #GenerativeAI #ABA #Ethics #Lawfirm #Innovation