True Positive Weekly #68

The most important artificial intelligence and machine learning news and articles

Hey, in this issue: the economic potential of generative AI; LLM-powered autonomous agents; Meta's response to Google's MusicLM for text-to-music; we can’t predict how AI will affect the workforce; five methods to detect drift in ML embeddings; gpt-engineer; and more.

• [McKinsey] The economic potential of generative AI: the next productivity frontier

• LLM-powered autonomous agents

• [Model] Otter: a multi-modal model with in-context instruction tuning (video)

• [Project] simpleaichat: a Python package for easily interfacing with chat apps, with robust features and minimal code complexity

• MusicGen: Meta's response to Google's MusicLM for text-to-music

• [IEEE] “Model collapse” looms when AI trains on the output of other models

• [Tutorial] Five methods to detect drift in ML embeddings

• [Project] gpt-engineer: specify what you want it to build, the AI asks for clarification, and then builds it

Enjoy the newsletter? Help us make it bigger and better by sharing it with colleagues and friends.