Jul 05, 2023

One challenge to making online education available worldwide is evaluating an immense volume of student work. Especially difficult is evaluating interactive computer programming assignments such as coding a game.

A new coding framework lets you pipe your own data into large language models. LlamaIndex streamlines the coding involved in enabling developers to summarize, reason over, and otherwise manipulate data from documents, databases, and apps using models like GPT-4.

An app is bridging the language gap between the Indian government and its citizens, who speak a wide variety of languages. Jugalbandi helps Indians learn about government services, which typically are described online in English and Hindi, in their native tongues.

The business of supplying labeled data for building AI systems is a global industry. But the people who do the labeling face challenges that impinge on the quality of both their work and their lives.

The Batch - AI News & Insights: Prompt-based development is making the machine learning development cycle much faster: Projects that used to take months now may take days.

Prompt-based development is making the machine learning development cycle much faster: Projects that used to take months now may take days. I wrote in an earlier letter that this rapid development is causing developers to do away with test sets.