07Arc 3 / Extend & Keep / PRODUCE / 120 MIN

Create & Work Multimodally

I can define what I need AI to create, control what may vary versus what must stay fixed, and verify that the method works again on a second input.

Session / includes prompting practice Prompting exercise · use AI/GPT

What you'll learn

I can define what I need AI to create, control what may vary versus what must stay fixed, and verify that the method works again on a second input.

Bring / required

Required: computer or phone with AI/GPT for the live prompting route. Bring your own small work task or use the starter case. Your course playbook should be open for notes.

What you'll do

Follow the session exercise, run only the text explicitly marked as a prompting activity, inspect the result and record evidence in your session card.

Take away

A completed session card, a checked result or decision, and an update to your Personal AI Work Playbook.

Explanations and workbook templates are not prompts. Prompting activities are labelled explicitly.

The session

THREE BITES. ONE PRACTICAL MOVE.

07ADefine the Artefact Before You Generate

07BControl Freedom vs Precision

07CQuality Gates + The Second Run

What you'll practise

Define the artefact before generating it.
Separate what may vary from what must remain fixed.
Use quality gates and a second run to verify the method.

Keep this idea

A good result once is not yet a reliable method.

Try it with the supplied case

Question: Can I create something I can actually use? Input: checked Q-104 facts from S2/S4.

In 12 minutes specify and make one quotation summary as a document, structured table or visual card. Choose one format; text is the equal-access route.
In 12 minutes inspect fixed facts (product, quantity, price, uncertainty) and variable presentation (layout, wording). Correct any drift.
Inspect a prepared Q-105 summary, then generate or manually prepare a second version during the 20-minute integration block. If generation is slow, use the prepared output and label the inspection route.

Keep/check: Q-104 subtotal RM4,000 and Q-105 RM750; readable/exportable format; no unsupported stock/date promise. Save the artefact and one second-input correction. Do not fit generation, five checks and a second run into eight minutes.

Use this now

FIXED / VARIABLE SPECIFICATION

Use this as your session notes and evidence. Do not paste the whole card into AI. Only text explicitly labelled Prompting exercise belongs in an AI chat.

CREATE-4

MAKE:
______________________________________________________

FOR:
______________________________________________________

KNOW:
______________________________________________________

GOOD:
______________________________________________________

FIXED / VARIABLE SPEC

FIXED — must not change:
______________________________________________________

VARIABLE — may adapt:
______________________________________________________

REFERENCE — follow:
______________________________________________________

HARD CONSTRAINT — never violate:
______________________________________________________

QUALITY GATES

FACT:         PASS / FAIL
FIT:          PASS / FAIL
FORMAT:       PASS / FAIL
CONSISTENCY:  PASS / FAIL
FUNCTION:     PASS / FAIL

Second run result:
______________________________________________________

PROOF
One fixed element preserved:
______________________________________________________

RETURN TO MY QUESTION
Status: answered / demonstrated / needs more evidence / outside this course
Evidence or gap:
Next application:

Class rhythm

Feel itExperience the problem or contrast before naming the method.

Name itMake the useful pattern explicit.

Use itApply it to a real work object and inspect the result.

Keep itCapture the part worth reusing after class.

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