Discrimination against Minorities. If AI is trained on biased data, it will produce biased results, potentially leading to discrimination against minorities or other groups. Examples of discrimination and bias that have already occurred include: – AI hiring tool that discriminates against women. – Facial recognition […]
The scarcity of GPUs, combined with the growing demand for processing power for AI tasks, presents both challenges and opportunities in the technology ecosystem: Challenges for startups and developers: – High cost: GPUs have become incredibly expensive due to high demand, increasing operational costs for […]
AI, and particularly the development and application of LLMs, is undergoing an unprecedented period of boiling innovation. This rapid evolution also comes with significant challenges, including: Black box. AI models, especially deep learning models, are often difficult to interpret and explain. It’s not always clear […]
Artificial Intelligence (AI) is generating disruptive changes in numerous sectors. We’ll delve into these in detail later. For now, let’s introduce some of the most prominent ones, along with the opportunities and threats associated with these changes: Internet Search. We are transitioning to a question-and-answer […]
The evolution of artificial intelligence has led to a transition from traditional Machine Learning (ML) to the new Generative AI. Here are some of the main differences between the two: Focus and Application. Traditional ML: Specialized and designed for specific tasks. For example, a model […]
Simple definition of Data Science, Machine Learning and Deep Learning. Machine Learning, or “Machine Learning,” is like teaching a computer to learn from experience. Imagine teaching a child to differentiate between apples and bananas by showing them various examples of each. Over time, the child […]
Although for many, Artificial Intelligence (AI) might seem like a novelty or futuristic technology, the truth is that AI has been a part of our daily lives for a while now, often operating invisibly in common-use applications and services like the following: Ad Targeting (Google). […]