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Engineering leader focused on what happens after the demo works. Systems, teams, and the slow road to AGI. DM or aipanda018@gmail.com

Feb 2, 8 tweets

R.I.P. DUOLINGO.

3 years of French. Nothing worked.
ChatGPT did it in 5 weeks.

Here are the 6 prompts I used :

1. Goal-Locked Study Plan

“Create a 5-week French plan for [specific goal]. Focus only on speaking and listening I’ll actually use. Remove everything else.”

2. High-Frequency Vocabulary Filter

“List the most-used French words for [daily situations]. Include pronunciation and one natural sentence per word.”

3. Forced Speaking Loop

“Speak to me in simple French. Ask questions, wait for my reply, then correct and upgrade it like a tutor.”

4. Real-Life Roleplay Engine

“Roleplay French for [real situation]. Pause after each line so I respond. Rewrite my reply to sound natural.”

5. Grammar-on-Demand Only

“Explain only the grammar needed for this sentence [paste]. Teach reusable patterns, not theory.”

6. Retention Reset (Don’t Skip)

“Test what I learned this week. Identify weak words and phrases, then rebuild next week’s plan around them.”

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