Engineering Insights

How should AI systems behave, and who should decide?

We’re clarifying how ChatGPT’s behavior is shaped and our plans for improving that behavior, allowing more user customization, and getting more public input into our decision-making in these areas.

Zero-shot image-to-text generation with BLIP-2

Why we’re switching to Hugging Face Inference Endpoints, and maybe you should too

The Ultimate Guide to Testing with Prisma: Integration Testing

Learn about how to plan, set up and write integration tests for your API.

Less code, better UX: Fetching data faster with the Next.js 13 App Router

There's plenty to be excited about with the launch of Next.js 13, from the release of the automatically self-hosted to the highly-optimized . Today, we'll talk about the directory, and how React Server Components and nested layouts save time for developers and users alike when it comes to fetching data and serving it on Vercel.@next/font componentnext/imageapp Read more

Runway enables next-generation content creation with AI and Vercel

is an applied AI research company providing next-generation creation tools to users around the world. As a small company that prioritizes speed and innovation, every second counts. Runway Read more

Parameter-Efficient Fine-Tuning using 🤗 PEFT

Migrating from Postgres to MySQL

PlanetScale now supports PostgreSQL. Choosing a data store is one of the most important decisions you'll make when building software applications. The good and bad news though, is that there is an abundance of options. Depending on the type of application you're building, you may opt for a relational database like MySQL or Postgres, a non-relational database like MongoDB or CouchDB, a graph database like Neo4j, or one of the many other alternatives that each bring their own benefits and drawback