Patrocinado
sociofans

Generative AI for Your Business: Can You Enjoy Both Customization & Short Time-to-Market?

0
4K

The Artificial Intelligence (AI) industry has experienced tremendous growth and buzz, with Generative AI leading the charge. However, it’s crucial to acknowledge that these impressive technologies are only part of the larger puzzle. In many situations, businesses require different technologies to achieve their desired outcomes.

To better understand the different areas of AI, it’s helpful to clarify some of the terminology. NLT (Natural Language Technology) is an umbrella term that encompasses NLP (Natural Language Processing), NLU (Natural Language Understanding), and NLG (Natural Language Generation), as well as related fields such as computational linguistics and language modeling. NLP deals with the interaction between computers and humans using natural language and allows computers to process, analyze, and understand human language. NLU focuses on a computer’s ability to understand human language in a similar way to humans. Generative AI, or NLG, concentrates on the generation of text by computers and has various applications, including automating routine tasks for businesses and helping artists generate new ideas. LLM (Large Language Model), the technology behind most generative AI tools we use, is an AI model trained on a vast corpus of text that uses deep neural networks to capture patterns and relationships in text data.

While many of us use ChatGPT in our daily lives, it’s essential to remember that for many use cases, businesses require additional technologies. For instance, while Generative AI generates human-like text, it may not always accurately understand the meaning behind that text. Moreover, while it can create new content, it may not always accurately reflect the desired style and tone and may even result in “hallucinations” – generated text that is not grounded in reality or significantly different from the data. This is where NLU comes in, as it extracts meaning from text, making it an essential component in various use cases such as helping chatbots to understand the intent behind the customer’s query, analyzing customer product reviews, or categorizing news articles into topics.

Fine-tuning an LLM requires significant computational power, resources, and expertise in AI and NLP. Businesses must gather a large amount of relevant data, train the model on that data, and fine-tune it to their specific needs. This process is time-consuming, resource-intensive, and requires specialized skills and knowledge, which most businesses do not possess. Despite fine-tuning, there is no guarantee that the model will perform as desired, and businesses may still face challenges such as low accuracy, bias, or a lack of understanding of context.

To Know More, Read Full Article @ https://ai-techpark.com/generative-ai-for-your-business/ 

Read Related Articles:

Guide to the Digital Twin Technology

Neural Network Technology

Patrocinado
Patrocinado
Pesquisar
Patrocinado
Categorias
Leia Mais
Outro
MRO Software Market Share 2023 World Trends & Segmentation Report 2023
MRO Software Market Overview: Forecasts for the industry, global major players/suppliers, and...
Por emilycooper 2023-10-03 13:50:21 0 3K
Networking
Managed DNS Service Market Analysis, Emerging Technology, Sales Revenue and Comprehensive Research Study Till 2030
Market Overview The Global Managed DNS Service Market share is expected to grow at 17.50%...
Por chaitalimrfr 2023-04-03 06:26:44 0 4K
Networking
Ozone Generation Technology Market: A Deep Dive into the Industry's Key Applications and Technologies
The latest report on the global Ozone Generation Technology Market offers strategic insights into...
Por ashwinisharma12 2023-04-10 06:26:59 0 3K
Outro
Specialty Tapes Market Size- Global Industry Analysis and Forecast by 2023-2030
Market Scope & Overview Throughout the market analysis, Specialty Tapes Market...
Por carrybird 2023-12-01 09:39:29 0 2K
Início
How Professionally Cleaned Carpets Add Value to Your Home Aesthetic
Your home is a reflected photo of your individuality and fashion. Every detail, from the fixtures...
Por vipoje5136 2024-08-26 08:02:54 0 1K
Patrocinado