Fabricating Metrics and Scope
One of the most dangerous mistakes is letting an AI invent your achievements. You might feed it a vague description, and it returns a confident-sounding metric like “increased efficiency by 30%” or “managed a team of 10.” These numbers, while plausible,
are often complete fabrications. An interviewer will probe these claims, and if you can't explain how you measured that 30% gain, your credibility is gone. Similarly, AI has a tendency to promote you, upgrading your contribution on a project to a leadership role. It can’t distinguish between 'contributed to' and 'led.' Always verify every number and job scope claim, ensuring they reflect reality. Your CV must be a document you can defend line by line.
A Lack of Compelling Narrative
A great CV tells a story about your career progression, your skills, and your ambitions. AI is good at listing skills and experiences, but it's not a storyteller. It can’t weave your individual accomplishments into a coherent narrative that explains why you’re the right fit for this specific role. Recruiters often describe AI-generated resumes as “lifeless” or “forgettable” because they lack a personal touch and a point of view. A human can explain a career gap, connect disparate experiences, and show a pattern of growth that an algorithm can’t see. Use AI for a first draft, but it’s your job to turn that list of facts into a compelling story that showcases your unique value.
Generic, Soulless Language
Hiring managers are becoming adept at spotting the robotic, generic language of AI-generated CVs. When everyone uses the same prompts, they get similar outputs filled with the same buzzwords and clichés. This “polished sameness” makes your application blend in with hundreds of others that look almost identical. AI can’t capture your personal brand or the nuances of your communication style. Your CV should sound like an authentic, competent professional, not a machine that has scraped keywords from a job description. Always rewrite AI-generated text to reflect your own voice and personality.
Mismatched Tone and Company Culture
AI lacks the nuanced understanding of company culture that a human has. It might generate a highly formal and corporate-toned CV for a laid-back creative startup, or a casual one for a conservative financial institution. These tonal mismatches can signal to a recruiter that you haven’t done your research or that you wouldn’t be a good cultural fit. An AI doesn’t browse the company’s social media, read its blog, or watch videos of its CEO to get a feel for its voice. You have to do that work yourself and adjust the tone of your CV to align with the organisation you’re targeting, showing you understand and respect their specific environment.
Poor Strategic Emphasis
You know that a six-month role from a decade ago is less important than the major project you led last year, but an AI might not. These tools can't make strategic decisions about what to emphasize, what to downplay, and what to omit entirely. It might give equal weight to all your experiences, cluttering your CV with irrelevant information that distracts from your most impressive achievements. A human knows to bring a crucial skill to the forefront, even if it’s buried in the job description. You need to act as the editor, curating your experience to highlight the most relevant and impactful parts of your career for each specific application.
