6.3 · Best practices & pitfalls

Level 6 · In practice

6.3Best practices & pitfalls

Goal: turn technical mastery into reliable, reproducible and responsible production reflexes.
Estimated time: 14 min · If you only have 5 min: read “The essentials in 30s” + the diagram.

The essentials in 30 seconds

  • Constrain: palette, medium and framing locked — repetition makes a brand recognizable.
  • Log: prompts, versions and parameters kept; generated content disclosed, especially realistic content (5.5).
  • Measure: A/B performance (5.4), not volume — select rather than release.

Sonia thread — the criteria stuck on the wall

After one quarter, Sonia stuck four words on the wall in Algiers: constrain, log, verify, disclose. What counted most was not a tool but three habits — selecting instead of accumulating, starting from a validated image for video, checking terms and protected elements — and her biggest narrowly avoided pitfall: a lookalike face that nearly went out without documented consent.

Pick a single habit to anchor in your routine, then move to the next one.

What makes the difference

The difference between amateur use and professional practice is not about tools but reflexes: constrain, log, verify, disclose.

✓ To do

  • Select rather than produce: volume serves sorting, not release.
  • Constrain deliberately (palette, medium, framing): repetition makes a brand recognizable.
  • Start from a validated image for video (image-to-video).
  • Log prompts, versions and parameters (reproducibility + proof of process).
  • Disclose generated content by default, especially realistic content (5.5).
  • Measure performance (A/B), not the number of images.

✗ To avoid

  • Letting everyone invent their own prompts (patchwork that dilutes the brand).
  • Presenting an AI image as documentation of a reality (0.3).
  • Using a real person's face/voice without documented consent (deepfake, 0.4).
  • Believing fake detection is reliable and neglecting source verification.
  • Pushing --stylize to the maximum and getting a "too AI" look.
  • Forgetting to check commercial-use terms and protected elements.
Common misinterpretation: "ticking every box every day". No. These are habits to build one by one: pick one (e.g. constrain everywhere), anchor it in your routine, then move to the next.
Text version of the diagram (SEO / screen readers / translation): Balance to hold: 1) Constrain side — palette, medium, framing locked, validated image for video. 2) Prove side — prompts and parameters logged, content disclosed (5.5), sources verified. 3) Last side — A/B performance measured (5.4), terms verified (0.4), no face without consent. Lesson: you recognize a pro's hand and you can trust her.

Ready-to-say script — checking your practice before releasing (30 s)

"Selection done? Constraints respected (palette, medium, framing)? Prompts and versions logged? Content disclosed if realistic? Terms and protected elements checked? Documented consent if real face? If any no, I fix before releasing."

Copy-paste template — pro grid before release

Pro grid before release:
[ ] selection done, coherent family viewed TOGETHER
[ ] palette + medium + framing locked
[ ] prompts, version and parameters logged
[ ] generated content disclosed if realistic (5.5)
[ ] commercial-use terms + protected elements OK (0.4)
[ ] no face/voice without documented consent

Small business / tight budget

One habit per quarter is enough: constrain + sort first, the rest later.

Algiers SME

Adapt routines to client peaks: one sorting and traceability slot kept each week.

Remote / hybrid

The #1 discipline at a distance: written selection and disclosure, even for small deliveries.

Cross-cultural

Check local practices rather than assuming: an unusual face or symbol should raise a flag everywhere.

Caution: Generic reminder: do not present an AI image as documentation of a reality (0.3), use neither a real person's face nor voice without documented consent (0.4), check terms and protected elements, and disclose generated content (5.5); this guide gives no legal advice.

48h challenge — apply tomorrow

Screen your next delivery: zero release without sorting, zero face without consent, zero unverified terms. Fix the first gap found.

Section exit checklist
  • I know the 6 reflexes to apply and the 6 pitfalls to avoid.
  • I checked my 3 critical points (sorting, traceability, disclosure).
  • I did the 48h challenge or scheduled its date.
Self-assessment 1-5: consistency of good reflexes?pitfalls avoided?
Check your understanding

Before delivering a realistic visual, which reflex best protects Sonia?

💡

A good AI operator is not the one who generates the most, but the one whose hand you recognize and whom you can trust.