Project tips + resources

Gen AI Code examples

OpenAI (2023a). Explore what’s possible with some example applications.

OpenAI (2023b). Creating an automated meeting minutes generator with Whisper and GPT-4.

LangChain (2023). Reference implementations of several LangChain agents as Streamlit apps

Curated list of tools and projects using LangChain.

About Gen AI

Gartner (2023a). Gartner Experts Answer the Top Generative AI Questions for Your Enterprise

Gartner (2023b) How Can Generative AI Be Used to Improve Customer Service and Support?

McKinsey (2023). The economic potential of generative AI: The next productivity frontier. White paper

Microsoft (2023). Responsible AI and Semantic Kernel.

Sequoia (2023). Generative AI’s Act Two.

WIRED (2023). How WIRED Will Use Generative AI Tools.

AI Newsletters

Free newsletters of Data Science articles, news, tools, libraries, and cool projects:

• The Batch

• Data Machina

• Data Science Weekly

Gen AI companies

Character AI: Character.AI lets you create Characters and talk to them.

Credo AI is an AI governance platform that helps companies adopt, scale, and govern AI safely and effectively.

Glean: AI-powered workplace search. Across all your company’s apps.

Speechlab: Bridge Language Barriers through Generative Speech

Workera: Accelerate your enterprise transformation by assessing your team’s skills, rapidly upskilling, and measuring their progress in cutting-edge technologies like GenAI.

Workhelix brings together cutting-edge research and comprehensive data to assess your company’s Generative AI opportunity. Our software creates an interactive, dynamic roadmap tailored to your organization.

Research paper

Brynjolfsson, E., Li, D., & Raymond, L. R. (2023). Generative AI at work (No. w31161). National Bureau of Economic Research.