Machine Unlearning in 2023: Where We Are and Where It’s Headed
Author(s): Suyang Li Originally published on Towards AI. A summary of machine unlearning paradigms and methods, the motivation for machine unlearning, current challenges, and future outlook. Photo by Bret Kavanaugh on Unsplash (edited by author) Have you ever lied awake at night, …
EU AI Act: A Promising Step or a Risky Gamble for the Future of AI?
Author(s): Aditya Anil Originally published on Towards AI. EU’s AI Act seemingly has a big loophole. And this could mean mass-evading of AI regulations by Tech Giants like OpenAI Image: Bing Image Creator + Canva I. The First Leap at AI Regulation …
The AI Interlude: Industry Leaders Call for a Moratorium on AI Development
Author(s): Jair Ribeiro Originally published on Towards AI. Balancing Progress and Prudence in the Race for Advanced Artificial Intelligence Today, in an open letter signed by tech industry leaders, including Elon Musk and Steve Wozniak, artificial intelligence labs have been urged to …
Unveiling and Addressing Bias in Natural Language Processing
Author(s): Yunzhe Wang Originally published on Towards AI. Understanding and mitigating bias in word embeddings and their implications on AI fairness image by Midjourney The rapid growth of artificial intelligence (AI) and natural language processing (NLP) in recent years has transformed various …
The Virtue of Not Knowing: Intellectual Humility in AI Research
Author(s): Soohyun Ahn ???? Originally published on Towards AI. Exploring the Bright and Dark Sides of Intellectual Humility Photo by Mick Haupt on Unsplash In the early days of my teaching career, admitting, “Hmm… I don’t have an immediate answer. Let me …
Is Humanity on the Brink of an AI Eclipse?
Author(s): Cezary Gesikowski Originally published on Towards AI. The implications of artificial intelligence on our perception of consciousness “Sometimes it seems as though each new step towards AI, rather than producing something which everyone agrees is real intelligence, merely reveals what real …
AI in The Wild West: The Call for Virtuous Systems Over Regulation
Author(s): Cezary Gesikowski Originally published on Towards AI. “We’re seeing a kind of a Wild West situation with AI and regulation right now. The scale at which businesses are adopting AI technologies isn’t matched by clear guidelines to regulate algorithms and help …
Unmasking the Bookworm in AI: A Deep Dive into the Literary Knowledge of Large Language Models
Author(s): Cezary Gesikowski Originally published on Towards AI. “You don’t have to burn books to destroy a culture. Just get people to stop reading them.” — Ray Bradbury, author of the sci-fi novel “Fahrenheit 451” image: Unsplash In a groundbreaking study that …
What is the Technology Readiness Level (TRL)?
Author(s): Stavros Theocharis Originally published on Towards AI. Technology Readiness Levels (TRL) in AI development A framework for the future development of AI Image generated by DALL-E Artificial Intelligence (AI) is a subject that has been discussed almost everywhere. It continuously gets …
Biased Machines and Where to Find Them
Author(s): Davor Petreski Originally published on Towards AI. Fairness, Ethics Algorithmic Oppression: Biased Machines and Where to Find Them Recent events of racial discrimination in law enforcement and the healthcare industry have shown us how biased and racist humans are. The systemic …
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