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The builder's path

Five steps from a problem to its solution.

For: Job seekers can't easily tell whether a remote job offer that arrived by text is a scam before they send money.

“The unexamined life is not worth living.”

ὁ δὲ ἀνεξέταστος βίος οὐ βιωτὸς ἀνθρώπῳ

Socrates · Plato, Apology 38a

Routes to a solution

Six ways to take this forward

Each route is a different kind of journey, with real people and organisations to contact at each step, starting with those in every country.

  1. Step 1

    Partner with a nonprofit on the ground

    They know the people and can run it with you.

  2. Step 2

    Pitch a foundation or CSR fund

    Show the evidence and the people it reaches.

What this problem needs

Ideas, sources and tools for this problem, from first interviews to funding.

  • Privacy
  • Mobile
  • Web

Ideas to explore

  • Idea 1Paste-a-message checkerA model trained on public scam warnings flags red-flag phrases such as 'commission per task', 'top up to withdraw' or unsolicited WhatsApp contact, and explains each flag.
  • Idea 2Shareable warning cardAfter a check, generate a short card the person can send back to friends or the group chat where the offer appeared.

Specific to this problem

Talk to first

Starter prompt

Built from this problem's brief. Paste it into Claude or any AI assistant.

Help me design and build a first working prototype for this problem in Anywhere.

Problem: Job seekers can't easily tell whether a remote job offer that arrived by text is a scam before they send money.
Who it hurts: People looking for work online, including those new to the job market, returning after a break, or newly arrived in a country.
The moment it hurts: A friendly 'recruiter' on WhatsApp offers paid tasks like rating products, then asks for a deposit to unlock earnings.
What people do today: People search the company name, ask friends, or find out after paying. Reports go to fraud agencies after the loss.
Why it is still unsolved: Scams are built to feel normal, change names often, and start on private messaging apps that no job board checks.
What solved looks like: A free checker where someone pastes the message or job offer and gets a plain answer on whether it matches known scam patterns, such as unsolicited texts, paid tasks or upfront deposits, with what to do next and where to report it.
Where: Anywhere

First, list what you would need to learn from the people affected before building, as interview questions.
Then propose the simplest version that would help, the screens or messages it needs, and the data it would use.
Keep it cheap to run, accessible, and respectful of people's privacy. Flag anything you are unsure about instead of guessing.
  1. Understand it

    Talk to the people who live it before you build.

    “When a man does not know what harbour he is making for, no wind is the right wind.”
    Seneca · Letters to Lucilius 71.3 (tr. R. M. Gummere)
  2. Prototype with AI

    Get a working version in front of people fast.

    Using AI is not cheating. Every tool carries the work of the people who made it, and using it well is how knowledge has always moved forward. The thinking, the care for the people who live the problem, and the judgement are still yours.

    “The Analytical Engine weaves algebraical patterns just as the Jacquard-loom weaves flowers and leaves.”
    Ada Lovelace · Notes on Menabrea's Sketch of the Analytical Engine, Note A (1843)
  3. Find the data

    Open data that fits this problem.

    “When you know a thing, to hold that you know it; and when you do not know a thing, to allow that you do not know it: this is knowledge.”
    Confucius · Analects 2.17 (tr. J. Legge)
  4. Build it

    Tools matched to what this problem needs.

    “Keep moving, keep moving.”

    चरैवेति चरैवेति

    caraiveti caraiveti

    Aitareya Brāhmaṇa · 7.15
  5. Launch and get support

    Ship it responsibly, and find help and funding.

    “Your right is to the work alone, never to its fruits.”

    कर्मण्येवाधिकारस्ते मा फलेषु कदाचन

    karmaṇy evādhikāras te mā phaleṣu kadācana

    Bhagavad Gītā · 2.47

Kit written for this problem from its brief; every link was checked. Links go to each provider's own site. Zetema is not paid for any listing.