Swapnil SahooLearning Lab

Help improve a free lesson

Try one task. Tell us what needs work.

Choose a short lesson, make one decision and share where the instructions or result were unclear. This voluntary adult pilot takes about 20–30 minutes. No payment or account is needed.

1. Choose · 2. Try · 3. Reflect

One useful attempt is enough.

Read the lesson and try its task before looking for help. Use its fictional examples. Keep your worksheet; send only the brief response you want the Lab to review. You can stop at any point and still explain what blocked you.

Test a discount against capacity

Use the fictional lunch business. Change the price from ₹150 to ₹120, keep the other inputs, and explain whether the discount can cover the listed costs within 300 lunches of capacity.

Bring back: Your recommendation, the break-even quantity, and one assumption you would test.

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Stop an AI assistant inventing a booking

Read the fictional room-booking request and policy. Revise the task brief so the assistant cannot invent availability, a price or permission to book beyond closing time.

Bring back: Your missing-fact rule, the permitted output, and the person who approves it.

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Replace a leading customer question

Use the fictional clothing-repair example. Build five neutral questions about a recent experience, alternatives, difficulty and actual time or money spent.

Bring back: One question you revised, why the revision is more neutral, and one uncertainty left.

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Private feedback

What happened when you tried it?

Share the reasoning you used and a concrete point of confusion. “The capacity limit changed my decision” is more useful than a general rating alone.

Feedback is stored with the selected lesson in the Lab’s restricted enquiry workspace. Repeat submissions for the same email and lesson update that response. Different lessons and programme enquiries stay separate.

An alias is welcome. Your email helps match a correction or deletion request; pilot follow-up and, while available, the four pilot practice notes are separate optional choices. No general newsletter signup, recording or publication permission is inferred. Practice notes use Google Mail from swapnil.s@greatlakes.edu.in; reply STOP to withdraw. Your most recent pilot response controls the optional email choices across all pilot lessons, even if you select a different lesson. A STOP reply overrides form choices. To restart these pilot notes after STOP, reply RESUBSCRIBE from the same email.

For a correction or withdrawal, keep the saved reference and email swapnil.s@greatlakes.edu.in. The existing privacy notice explains manual handling and retention; no automatic deletion is promised.

Share one attempt

Fields marked * are required. Use your name or an alias and a real email so a correction or withdrawal request can be matched to your response. No general mailing-list signup is created; pilot practice notes are a separate optional choice.

Your voluntary trial and feedback
Use the output prompt above. If you stopped, explain what you tried and where you got stuck. 10–600 characters; use only fictional information.

Your most recent pilot response controls both optional email choices across all pilot lessons. Leave a choice unticked to withdraw it when updating your response. A STOP reply overrides form choices. To restart these pilot notes after STOP, reply RESUBSCRIBE from the same email.

A saved response reaches the Lab’s private feedback workflow. Submitting sends no immediate email. If you opt in while the email window is open, the pilot runner can send the four scheduled practice notes. No observation call is booked and no certificate is awarded. Please do not include personal, student or employer records.

Dr. Swapnil Sahoo AI Mentor

Prerecorded welcome · synthetic voice

About this video

The welcome is prerecorded, with an AI-created likeness and a stock synthetic voice. It does not answer questions. Replies below are prepared website guidance; a trained personal live replica is not connected unless explicitly offered.

Welcome transcript · Download captions

Digital guide

Hello. Watch my welcome, type a question or enable voice below. I offer prepared guidance from Dr. Swapnil Sahoo’s published materials. Learning tools help you find a path, explain a lesson or practise a decision.

Voice input and privacy

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