The Nonprofit AI Almanac

Advocacy and policy

Summarize a public bill in plain language

Helps you understand and explain legislation without wading through legal text.

Lower risk: public info only — Bills are public; paste the bill text only.

Please note: This site is only a guide to help people understand. Consult your IT, security and/or privacy department for clarification.

Before you start, gather

Copy the latest version of the bill from the legislature's official site into [PASTE PUBLIC BILL TEXT HERE]. Name your focus in [CAUSE AREA]. Afterward, compare the summary with the official one.

Starter prompt

Summarize this bill in plain language for people who work at nonprofits. Cover what it would change, who it affects, key dates, funding, and how it might affect organizations like ours that work on [CAUSE AREA]. Label clearly what the bill text says versus your interpretation. Do not invent amounts, dates or provisions; if the text does not say something, write NOT IN TEXT instead of guessing.

[PASTE PUBLIC BILL TEXT HERE]

Paste the prompt into your AI tool first, then replace the placeholders with your own details. Don't use real names of clients or donors.

Open an AI tool

You are leaving this guide. Copy the prompt first, then open a tool. The link goes to the website of the company named on each link, in a new tab. That company's terms and privacy policy apply there. Paste the prompt in, then replace the placeholders with your own details. Don't enter real names or confidential details.

Check the result

Compare with the actual bill and an official summary, and check with a policy expert before relying on it.

What it might get wrong

An effective date, funding amount or section number that is not in the text. A description of an older version. Your view passed off as what the bill says.

Why AI makes things up