tech
January 10, 2026
The AI question every job candidate on interview should be prepared to answer
AI may not be responsible for most layoffs to date, but workers will increasingly need to defend their jobs in terms that directly relate to the technology.
TL;DR
- Workers are now expected to justify their roles by demonstrating how they can use AI to increase productivity.
- The baseline for many jobs is shifting from 'Can a person do the job?' to 'Can they add unique value beyond AI?'
- AI is leading to productivity gains for large companies, causing them to slow hiring.
- Employees are urged to upskill in AI to remain relevant and avoid becoming less valuable in the workforce.
- The transition is framed by some as a move from replacement to augmentation, focusing on human judgment, empathy, and creativity.
- There are concerns about AI being used as a cover for cost-cutting and the potential erosion of human skills.
- Learning to guide and interpret AI outputs is seen as a way to become an architect of future work.
- Early adopters of AI tools among freelancers report saving time, improving work quality, and receiving higher compensation.
- Historical technological advancements suggest that widespread disruption from AI may take decades to fully materialize.
- AI could theoretically automate many work hours, but this doesn't necessarily equate to job losses, with roles expected to shift and new ones emerging.
- Some companies have experienced setbacks after prioritizing AI over human workers, needing to rehire for customer service roles.
- Human failure modes are unique to people and current organizational structures are not set up to handle AI failures, indicating a potential long-term integration challenge.
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