All learning paths Learn See Try Make Say what it does and does not do What this lesson is about Write the page a stranger reads before trusting it: what it is for, and where it is known to fail.
Your tool reads a rent agreement and explains it in Hindi. A stranger is about to trust it. What does your front page say?
A What it reads well, with the weak spots left for the help page. B That it was built for this district's rent agreements, with a link to the rent law. C Say what it is for, who made it, and where it is known to fail.
Check my recall Why this matters Every model is asked to carry a card. The card says what it is for, what it must not be used for, and what it was measured on. A stranger deciding whether to trust your thing reads that page.
Write the page a stranger reads before trusting your thing, with the limits and the measured figure.
Every model is asked to carry a card. The card says what it is for, what it must not be used for, and what it was measured on. A stranger deciding whether to trust your thing reads that page.
Say what it is for, who made it, and where it is known to fail. Say what data you keep, for how long, and how a person has it deleted. Never claim an accuracy you have not measured on your own check set. Task A tool reads a rent agreement and explains it in Hindi. You ran your own check set once, in August.
Weak approach Writes that it understands any rent agreement in India with high accuracy. It adds that your papers are safe with us. No run, no date and no number sits behind either sentence.
Stronger approach Says plainly which agreements it handles and which it does not. In August the payment clause slipped past it on 8 of 50 papers. Uploads stay for a year, and anyone can write in to have theirs removed.
Why the stronger approach works Every claim in the strong one points at a run you can date. High accuracy is a number nobody measured, so it is an advertisement.
Try a changed situation You are putting up a notice for a free health camp that collects people's phone numbers. Which rule still applies?
Make something yourself Write the front page for something you built. Say what it is for, who made it, and where it is known to fail. Add what data you keep, and one measured figure with its date.
Lesson 7 of 7 on Small AI products for Bharat next Write a task from your own work Part 2 ends in a work sample you can send The rules this work sample is read against
Read the primary or official source: Hugging Face Hub · Model cards