World of AI & Data

"Few more AI concepts that you need to know in 2024:

𝐌𝐮𝐥𝐭𝐢𝐦𝐨𝐝𝐚𝐥 𝐀𝐈 - AI multimodal models can take multiple layers of data as input. We already have interdisciplinary models (e.g. GPT-4v and Gemini) that can transition seamlessly between natural language processing and computer vision tasks.

𝐂𝐮𝐬𝐭𝐨𝐦 𝐋𝐨𝐜𝐚𝐥 𝐌𝐨𝐝𝐞𝐥𝐬 - Open-source models allow the development of powerful custom AI models. This means training on an organization's proprietary data and fine-tuning it to meet their specific needs.

𝐕𝐢𝐫𝐭𝐮𝐚𝐥 𝐀𝐠𝐞𝐧𝐭𝐬 - extends beyond the typical customer experience chatbot and relates to task automation. They can perform direct actions such as making reservations and completing checklist tasks.

𝐃𝐚𝐭𝐚 S𝐲𝐧𝐭𝐡𝐞𝐬𝐢𝐬 - refers to the process of creating new data sets that either resemble or augment existing data. It allows for training AI models on a wider range of scenarios and situations compared to using real-world data alone."

Author

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