2024-02-16 One-Minute Post

Welcome to One-Minute-AI-Fairness-And-Privacy, NIST seems to have released a set of Differential Privacy Guidelines, on the other hand Meta is gearing up for a bias audit. While Meta is doing this, a new startup is unleashing the power of blockchain in AI ethics. Meanwhile, the ICO has updated its guidance on artificial intelligence and data protection, and OpenAI has revealed ‘Sora’, an AI video model capable of realistic text-to-video prompts. On the fairness front, there’s a new study on dataset bias in machine learning for medical imaging, and the field studying fairness in machine learning is still in development. Lastly, concerns about bias in AI models are being addressed, with experts testing for misinformation, hateful content, and bias. Stay tuned for more updates on AI, fairness, and privacy!

Articles we found interesting:

1. International Cybersecurity and Data Privacy Review and Outlook – 2024 - Gibson Dunn link Highlight: On 15 March 2023, the ICO announced that it had updated its guidance on artificial intelligence (“AI”) and data protection.[40] The ICO provides …
2. Privacy's Va-Va-Voom Year - InformationWeek link Highlight: IAPP has shown how more than 50% of respondents designing AI governance approaches are building on top of privacy programs and more than 40% are using …
3. Ed McNicholas and Sarah Young Moderate Roundtables at TechGC 2024 DeputyGC … link Highlight: Related Services · Artificial Intelligence / Machine Learning · Mergers & Acquisitions · Data, Privacy & Cybersecurity · Securities & Public Companies …
4. OpenAI Reveals 'Sora': AI Video Model Capable Of Realistic Text-To-Video Prompts link Highlight: … AI model is being “adversarially” tested by experts from areas such as misinformation, hateful content and bias. OpenAI also explained Sora's …
5. A Deadly Trifecta: Disinformation Networks, AI Memetic Warfare, and Deepfakes – GNET link Highlight: This discrepancy poses deep concerns regarding algorithmic bias, data security, and the digital divide. The 2024 presidential election in the …
6. AI-based diabetes care: risk prediction models and implementation concerns - Nature link Highlight: For both unimodal and multimodal models, there are also concerns of bias with the lack of external validations and representation of race, age, and …
7. Q&A: What is the best route to fairer AI systems? | UW News link Highlight: The field studying fairness in machine learning (a sub-field of AI) is relatively new, so clear regulation is still in development. Mike Teodorescu, a …
8. Unleashing Power of Blockchain in AI Ethics - Techiexpert.com link Highlight: In today's technology world, artificial intelligence (AI) … But did you know that AI's success depends a lot on the quality and fairness of the data it …
9. A causal perspective on dataset bias in machine learning for medical imaging - Nature link Highlight: As machine learning methods gain prominence within clinical decision-making, the need to address fairness concerns becomes increasingly urgent.

Updated Everyday by: (Supriti Vijay & Aman Priyanshu)