The Case Against: Why Some Say It's Cheating
- If a candidate can't answer a system design question without AI help, they might struggle on the job
- AI-assisted answers may inflate perceived competence beyond actual capability
- Follow-up questions can expose gaps when candidates don't truly understand the AI's suggestions
- Candidates who can't afford these tools — or don't know they exist — are at a disadvantage
- This creates a two-tier interview system that favors tech-savvy candidates
- It may disadvantage older workers or those less familiar with AI tools
- Interviews carry an implicit agreement that you're demonstrating your own ability
- AI assistance may violate the spirit of this agreement
The Case For: Why AI Assistance Is the New Normal
- On the job, you have access to documentation, colleagues, Google, and AI assistants like GitHub Copilot
- Testing someone in a vacuum doesn't predict job performance
- Research consistently shows that traditional interviews are poor predictors of success
- Notes during phone screens have always been acceptable
- Whiteboards with prepared examples are standard practice
- Friends share interview questions from the same companies
- AI is simply a more effective version of the same thing
- Employers use AI to screen resumes and filter candidates
- Companies administer automated coding tests
- AI-powered first-round interviews are increasingly common
- If employers use AI in hiring, it's reasonable for candidates to use AI in interviewing
- AI coaching tools help with recall and articulation, not invention
- They help you express what you know, not pretend to know things you don't
- Similar to how spell-check helps you write — it doesn't create ideas for you
What Companies Actually Think
- 62% of HR leaders hadn't updated interview policies to address AI tools
- Only 8% had explicit bans on candidate AI usage
- 30% were aware of the tools but had no formal position
- Companies that conduct virtual interviews have always accepted that candidates may have notes, a second monitor, or even someone in the room
- The shift to remote interviewing during COVID made this the default
- Most companies adapted by focusing on understanding and follow-up questions rather than rote recall
- Use proctoring software with full-screen monitoring
- Require camera-on interviews with eye-tracking
- Conduct in-person interviews for critical roles
A Framework for Ethical Use
- They help you recall and articulate knowledge you genuinely possess
- They reduce anxiety so you can perform at your actual ability level
- They organize your thoughts in real-time — similar to having notes
- You can answer follow-up questions without the tool
- You're reading AI-generated answers for topics you don't understand
- You couldn't do the job without the tool
- They're used to circumvent proctoring or explicit company policies
- They fabricate work experience or qualifications
- If yes — you're using it ethically, as a communication enhancer
- If no — you're setting yourself up for failure regardless of whether you get the offer
Frequently Asked Questions
Have any companies banned AI interview companions?
Very few companies have explicit policies. Here's the current landscape: • Some highly regulated industries (defense, government contractors) use proctoring software that would detect additional browser extensions • A small number of FAANG-level companies have added language about "unauthorized tools" to their interview agreements • Most tech companies haven't addressed it directly • The consensus in HR circles is that it's difficult to enforce a ban in virtual interview settings If you're concerned, review the company's interview instructions carefully — most will mention proctoring or tool restrictions if they have them.
Could using AI assistance backfire in an interview?
Yes, if used irresponsibly. The main risks: • Relying on AI for answers you don't understand — follow-up questions will expose this immediately • Reading suggestions verbatim — interviewers notice unnatural speech patterns • Eye movement tells — constantly looking at a second screen can raise suspicion • Over-confidence in AI accuracy — suggestions can sometimes be wrong or irrelevant The mitigation: Use AI to enhance what you know, not fake what you don't. Treat suggestions as thought-starters, not scripts. Practice with the tool before your real interview.
Is this different from using a calculator in a math test?
It's a fair and instructive analogy: • Calculators were once banned in exams, then gradually allowed as the skill being tested shifted from arithmetic to problem-solving • Similarly, as AI becomes standard in the workplace, interviews may shift from testing recall to testing judgment, creativity, and the ability to use AI tools effectively • Some forward-thinking companies already encourage candidates to use AI tools during technical interviews — testing how you leverage tools, not just raw knowledge The trajectory is clear: just as calculators became standard in math education, AI tools will likely become standard in professional evaluation.
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