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OpenAI has made several announcements today, including releasing two new embedding models, new GPT-4 Turbo and moderation models, and new API usage management tools.  According to OpenAI, “an embeddings is a sequence of numbers that represents the concepts within content such as natural language or code.” They make it easier for machine learning models to understand the relationships between content.  The two new embedding models are the text-embedding-3-small model and the text-embedding-3-large model. Text-embedding-3-small is a highly efficient model that offers improved performance over the previous model (the multi-language retrieval benchmark increased from 31.4% to 44%, and the English test benchmark increased from 61% to 62.3%). Pricing is also five times lower on this newer model.  The text-embedding-3-large model can create embeddings that have up to 3072 dimensions and also offers improved performance compared to the text-embedding-ada-002 model.  In addit...

The software development landscape is constantly evolving. Starting in 2024, a new wave of technologies, tools, and demands is reshaping the landscape, creating exciting opportunities for skilled developers. This article will list some of the hottest trends in software development jobs to keep an eye on. 1. Emerging Technologies: AI and Machine Learning:  The global Artificial Intelligence market is projected to grow at a compound annual growth rate (CAGR) of  37.3% from 2023 to 2030, reaching an estimated value of $1,811.8 billion by 2030 . With the vast and ever-evolving field of AI, specialization is becoming increasingly important. Employers are looking for candidates with expertise in specific areas, such as computer vision, natural language processing, deep learning, or reinforcement learning. Having a strong understanding of a particular domain, like healthcare, finance, or manufacturing, can also give you an edge in the job market. While AI and ML are creating new soft...