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DALL-E[4] is an advanced artificial intelligence[1] (AI) model developed by OpenAI[5]. Announced in January 2021, DALL-E is based on a modified version of the GPT-3[6] model. It has the ability to generate diverse and realistic images from textual prompts. Enhanced versions of DALL-E were released subsequently, with improvements in image realism and detail understanding. DALL-E uses a combination of AI models, including CLIP for image filtering, and a large quantity of parameters for image generation. The model can also manipulate images, fill in missing areas, and expand existing content in creative ways. Despite its impressive capabilities, DALL-E has raised ethical concerns around algorithmic bias[2], deepfakes, and the impact on visual artists. Nonetheless, OpenAI’s advancements in image generation technology[3] have significant future implications, with ongoing debates surrounding the ethics and limitations of AI-generated art.

Terms definitions
1. artificial intelligence.
1 Artificial Intelligence (AI) refers to the field of computer science that aims to create systems capable of performing tasks that would normally require human intelligence. These tasks include reasoning, learning, planning, perception, and language understanding. AI draws from different fields including psychology, linguistics, philosophy, and neuroscience. The field is prominent in developing machine learning models and natural language processing systems. It also plays a significant role in creating virtual assistants and affective computing systems. AI applications extend across various sectors including healthcare, industry, government, and education. Despite its benefits, AI also raises ethical and societal concerns, necessitating regulatory policies. AI continues to evolve with advanced techniques such as deep learning and generative AI, offering new possibilities in various industries.
2 Artificial Intelligence, commonly known as AI, is a field of computer science dedicated to creating intelligent machines that perform tasks typically requiring human intellect. These tasks include problem-solving, recognizing speech, understanding natural language, and making decisions. AI is categorised into two types: narrow AI, which is designed to perform a specific task, like voice recognition, and general AI, which can perform any intellectual tasks a human being can do. It's a continuously evolving technology that draws from various fields including computer science, mathematics, psychology, linguistics, and neuroscience. The core concepts of AI include reasoning, knowledge representation, planning, natural language processing, and perception. AI has wide-ranging applications across numerous sectors, from healthcare and gaming to military and creativity, and its ethical considerations and challenges are pivotal to its development and implementation.
2. algorithmic bias. Algorithmic bias is a term that refers to the systematic and repeatable errors in a computer system that create unfair outcomes, such as privileging one group to the detriment of others. This type of bias can be introduced at various stages, including during data collection, programming, and when making design choices. It can mirror pre-existing social and institutional biases, or emerge uniquely within digital contexts. Notable examples include biases in search engine results, social media algorithms, and machine learning systems. Algorithmic bias can also manifest in more specific forms, such as gender, political, or technical biases. Furthermore, it has significant impacts in various sectors, including commercial spheres, legal systems, and online platforms, leading to discriminatory practices and violations of rights.
DALL-E (Wikipedia)

DALL·E, DALL·E 2, and DALL·E 3 are text-to-image models developed by OpenAI using deep learning methodologies to generate digital images from natural language descriptions, called "prompts."

Initial releaseJanuary 5, 2021; 3 years ago (2021-01-05)
Stable release
DALL·E 3 / August 10, 2023; 8 months ago (2023-08-10)
TypeText-to-image model

The first version of DALL-E was announced in January 2021. In the following year, its successor DALL-E 2 was released. DALL·E 3 was released natively into ChatGPT for ChatGPT Plus and ChatGPT Enterprise customers in October 2023, with availability via OpenAI's API and "Labs" platform provided in early November. Microsoft implemented the model in Bing's Image Creator tool and plans to implement it into their Designer app.

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