05 · AI, evidence, and proof · Chapter 13 of 35
Use AI without sounding like AI
Use AI as an editor, researcher, and practice partner—not as an impersonator. If you cannot confidently explain a sentence in an interview, it should not be in your application.
11 min read
AI is the best writing intern you have ever had and the most confident liar. It will invent metrics, employers, degrees, and tools with a straight face. Your job is to keep it on a leash of verified facts.
Strong uses
- Extract requirements from a posting into a checklist.
- Brainstorm transferable skills from a messy work history.
- Tighten wording of bullets you already wrote.
- Identify missing evidence compared with a posting.
- Generate likely interview questions for a specific role.
- Critique a spoken answer for vagueness, length, or missing result.
- Research the company from public pages and summarize products, customers, and news.
Weak and dangerous uses
- One-click mass applications.
- Fabricated achievements, fake credentials, fake employers, fake dates.
- Answers you do not understand.
- Hidden real-time assistance during an interview the employer prohibited.
- Uploading confidential employer documents, customer data, or unpublished financials into a consumer chatbot.
- Letting AI invent a ‘personal why’ for a company you have not researched.
How to humanize AI output in 6 passes
- 01Delete every adjective you would not say at a dinner table.
- 02Replace ‘leveraged,’ ‘utilized,’ ‘spearheaded,’ ‘synergies,’ and ‘robust’ with normal verbs.
- 03Put back proper nouns from your real life: the system name, the shift, the store count, the software.
- 04Shorten. If a bullet is two lines of throat-clearing, cut the first clause.
- 05Read it aloud. If it sounds like a press release, rewrite.
- 06Check every number and tool against your evidence bank.
AI sludge vs. human
Weak
Spearheaded cross-functional initiatives to leverage synergistic workflows, utilizing data-driven insights to optimize customer-centric outcomes in a fast-paced environment.
Strong
Set up a shared tracker so warehouse and customer service stopped arguing over the same late order. Used it daily for three months; missed-handoff complaints dropped off the Monday meeting agenda.
Do this now
- Take one AI-drafted paragraph you already have and run the 6 passes.
- Add a ‘NOT done’ list to your evidence bank so the model cannot ‘helpfully’ fill gaps.
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