AI Content Hub

""There is nothing artificial about AI. It is inspired by people, it is created by people, and-most importantly-it impacts people. It is a powerful tool we are only just beginning to understand, and that is a profound responsibility.""

""Artificial intelligence is the new electricity.""

"'AGI will be the most transformative technology humanity has ever created.' - Demis Hassabis (paraphrased)."

When building with AI, consider potential biases in training data, fairness of outcomes, transparency of decision-making, and the societal impact of your application.

Different LLMs use different tokenizers. The same piece of text can result in a varying number of tokens depending on the model, which impacts cost and context window usage. Tools like TokenCalculator help you see these differences.

Generate sections of grant proposals including problem statements, methodology descriptions, and impact assessments for research or nonprofit projects.

Challenge: Create the most effective prompt for a complex task using the fewest possible tokens. Test different approaches and measure both output quality and token efficiency.