Sahishnu

Curation leads to expertise. Through curation, you better understand yourself, history, and unlikely connections across fields. Increasingly, we will curate sources and ideas and let AI handle execution or assembly. Honing an ability to curate and arrange these sources will cultivate depth and meaning in your work—tuning the machine to your... See more

Popular generative AI tools also use reinforcement learning in order to make improvements based on human perception. This is called Reinforcement Learning from Human Feedback (RLHF) and is a major reason why newer generative AI tools have gotten so much better.

Strategic Prompting for Guided Generation

• Providing clear instructions and constraints : Airbnb used prompts to guide the GenAI models towards generating specific types of content, such as recommendations tailored to a guest's budget and travel preferences, agent suggestions for resolving inquiries, or chatbot paraphrases that maintained natural

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Key Innovations in Model Architecture

Two innovations have driven a lot of the recent improvements in Generative AI:

1. Encoder-decoder system: two neural networks that compress and then expand the data


2. Attention mechanism: ensures that important information isn't lost in the compression and expansion process, by "paying attention" to the important

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Can artificial intelligence help us to be creative? That’s the important question, and it’s a question about user interfaces, not about who has the biggest model.

Ultimately, the power of an idea-centric approach to content marketing boils down to one thing: focus. You cut through the clutter and make a lasting impression on your audience by rallying your content around a singular, resonant theme.

It's not about churning out more content; it's about making every asset serve a bigger story.