The Trust and Safety Dilemma: Balancing AI and Humans in Content Moderation

“Everything in moderation, including moderation” – Oscar Wilde Imagine launching a blog that goes viral overnight, attracting millions of users. While you enjoy success, the risk of inappropriate material slipping through cracks grows. Content moderation is often taken for granted on digital platforms. However, behind the scenes, trust and safety teams work tirelessly to ensure … Read more

Unleash the Power of Interactive Data: Python & Plotly

Why is visualization important ? “The greatest value of a picture is when it forces us to notice what we never expected to see.” – John W. Tukey Data visualization transcends the mere presentation of information; it transforms raw data into compelling narratives that unveil hidden patterns and unexpected insights. By translating complex data into … Read more

Probabilistic Predictions in Classification – Evaluating Quality

Binary classification is one of the most common machine learning tasks, encountered in numerous practical applications. However, in practice, the goal of such tasks often extends beyond simply predicting a class. What becomes much more important is the model’s ability to estimate the probability of an object belonging to one class or another. In other … Read more

Should You Remain Bullish on Bitcoin?

It had been consecutive green candles for the past few months, with Bitcoin hitting an all-time high of over $100,000. While the spike in Bitcoin seemed too good to be true, analysts and crypto fund traders had long speculated about the bull run. But now, the candles are dropping! Should we hold onto our hopes … Read more