Companies pursuing incremental productivity gains risk being displaced by AI-native competitors building entirely new business models The post Stop Chasing “Efficiency AI.” The Real Value Is in…

Nearly every product we use as designers and user researchers today has a Generative AI (GenAI) capability, and the list of products and features is growing by the day. While GenAI-enabled tools may help us go faster, it can also open us (and our employers)…

Conceptual overview and practical considerations

A GenAI dataviz story.

An overview of popular techniques to confine LLMs' output to a predefined schema The post Generating Structured Outputs from LLMs appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

If you want your AI project to succeed, mastering expectation management comes first. When working with AI projets, uncertainty isn’t just a side effect, it can make or break the entire initiative. Most people impacted by AI projects don’t fully understand…

How data and ML practitioners should navigate a rapidly changing landscape The post What Does “Following Best Practices” Mean in the Age of AI? appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

An Open Letter to the Scientific Community The post Why Science Must Embrace Co-Creation with Generative AI to Break Current Research Barriers appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

The hidden cost of storing prompts in your source code The post Why Your Prompts Don’t Belong in Git appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

Learn the fundamentals of LLM monitoring and observability, from tracing to evaluation and setting up a dashboard using Langfuse The post LLM Monitoring and Observability: Hands-on with Langfuse appeared first on Towards Data Science. Generated by RSStT.…

A universally accessible color triad that works in traditional & perceptually uniform color spaces.

Can we put the vibes aside and focus on what matters?

Why failing fast is essential to the era of AI-assisted design/dev prototyping.

Gen AI dataviz design: comparing DeepSeek’s perceptual uniform color triad with a non-uniform RGB triad

This powerful generative AI tool could accelerate drug discovery

Is your AI assistant leaving a digital trail? Find out how simple engineering habits can offer consumers better data protection.

An adventure in Gen AI design.

Scientists have a unique role in guiding AI's future. Learn how they can steer it towards ethical and equitable outcomes.

AI-powered tools are making chip verification faster and more collaborative.