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Generative ai

Retrieval-augmented generation (RAG) and natural language processing
Generative ai

Retrieval-augmented generation (RAG) and natural language processing

Natural language processing (NLP) is revolutionising how businesses interact with information. But large language models, or LLMs (also known as generative models or GenAI) can sometimes struggle with factual accuracy and keeping up with real-time information.

Is generative AI a threat to creative industries?
Generative ai

Is generative AI a threat to creative industries?

The AI ethics debate: does generative AI harm creative industries? What role will AI play in creative industries in the future? Artists are worried that DALL-E could put them out of a job. Creative writers are raising the alarm about ChatGPT. Hollywood actors are worried about their voices being cloned. Before long, a similar debate could arise about AI-generated music.

How can we evaluate generative language models?
Generative ai

How can we evaluate generative language models?

I’m sure you will have seen news articles and social media posts about the recent generation of language models which are able to generate human-like text. For example, I’ve seen claims that OpenAI’s GPT-3 or ChatGPT can write essays, YouTube scripts or blog posts, and even sit a bar exam.

Generative Adversarial Networks Made Easy
Generative ai

Generative Adversarial Networks Made Easy

Would you hire or date this person? There’s a catch: she doesn’t exist! I generated the image in a few seconds using the software StyleGAN. That’s why you can see some small artefacts in the image if you look carefully.

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