Classification thresholds
Classification thresholds are vital components in the world of machine learning, shaping how the outputs of predictive models—specifically their probabilities—translate into actionable decisions. ...
Regularization algorithms
Regularization algorithms play a crucial role in enhancing the performance of machine learning models by addressing one of the most significant challenges: overfitting. When models become too complex,...
LLM Jacking
LLM jacking is a growing concern as the capabilities of large language models (LLMs) expand. As these models become increasingly integrated into various applications—from customer service chatbots t...
Hyperparameter tuning
Hyperparameter tuning plays a pivotal role in the success of machine learning models, enhancing their predictive accuracy and overall performance. As machine learning practitioners work to develop rob...
Named entity recognition (NER)
Named entity recognition (NER) has emerged as a pivotal component in extracting structured information from unstructured text. As our digital landscape grows, the volume of text data generated is stag...
Narrow AI
Narrow AI, often referred to as weak AI, is a fascinating area of technology that focuses on performing specific tasks with remarkable precision. It excels in dedicated applications, making it a vital...
Natural language processing (NLP)
Natural language processing (NLP) is a fascinating field at the intersection of computer science and linguistics, enabling machines to interpret and engage with human language. As the volume of textua...
Natural language understanding (NLU)
Natural language understanding (NLU) plays a pivotal role in bridging the gap between human communication and machine comprehension. As artificial intelligence continues to evolve, NLU enables compute...
AI assistants
AI assistants have rapidly transformed the way we interact with technology, offering an array of functionalities that enhance productivity and convenience. From managing daily tasks to answering compl...
Please stop saying “please” to ChatGPT
OpenAI’s CEO, Sam Altman, revealed that the company’s energy costs are significantly impacted by users being polite to its ChatGPT chatbot, with the extra processing burden resulting in “tens of...
