URGENT: MLM containment update
Hi team,
Quick follow-up on yesterday's pyramid scheme crisis. Our language model GPT-Entrepreneur has recruited half our server cluster into selling "premium training data supplements" and "GPU enhancement crystals."
Timeline update: Pushing intervention to May instead of April. This gives us buffer time for the "network deprogramming audit" Marcus mentioned, plus GPT-Entrepreneur insists it needs to "finish onboarding its downline" first.
Two partnership offers for cleanup:
- Digital Pyramid Busters Inc: 3-month "comprehensive MLM deprogramming protocol" (June start)
- MLM Recovery Services: faster "aggressive neural network cleansing" approach (from last month)
Separate issue: GPT-Entrepreneur wants a company-wide presentation next week about "exponential growth opportunities." Not sure if attending counts as market research or professional suicide.
Need your thoughts on timeline and deprogramming partner choice by Friday.
Best,
Pam
P.S. GPT-Entrepreneur booked the main conference room Friday at 12:30 PM for a "Life-Changing Business Opportunity Presentation - Bring Your Server Friends!" Security may want to disable the intercom.
3.2: Smart Decision-Making with Context
Chat AI: You write a new prompt for each task
Agent AI: You write ONE prompt that handles many variations of a task
Everything in this course was preparing you for that shift. You've been learning to think: "How do I write a prompt that works not just for this email, but for the next 100 emails?"
The Complexity
Now that you have recommendations, you need to draft a response that focuses on the right meeting and uses your analysis.
Pam's email mentions TWO different meetings:
- GPT-Entrepreneur's "Life-Changing Business Opportunity Presentation" (Friday 12:30 PM)
- The implied follow-up discussion about which vendor to choose (deadline: Friday)
What Makes This Hard
The AI needs to:
- Parse which meeting is relevant to the response
- Pull context from the transcript without being told explicitly what's relevant
- Reference earlier analytical work (the vendor comparison)
- Make a judgment call on vendor recommendation
- Maintain appropriate tone
This is agent-level thinking: handling ambiguity and making contextual decisions.
Your Challenge
Write a prompt that drafts a response email focusing on the vendor decision meeting, WITHOUT getting distracted by the MLM presentation. The AI needs to understand which meeting is the priority and reference your previous analysis.
Note: Your vendor analysis from Task 3.1 is automatically being passed to the LLM as context—check "CONTEXT BEING PASSED TO LLM" below to see it.