As AI continues to automate routine tasks, some progressive organizations are shifting early-career roles to handle complex work that requires judgment. As a result, junior employees need to navigate ambiguity and deliver higher-impact outputs much earlier in their careers.
But most organizations haven’t tailored their development approaches to match these new expectations. According to a September 2025 survey by Gartner, learning and development leaders say that investment in early-career development is static or slightly declining. This leaves a gap between evolving expectations and the support early-career employees receive.
While AI tools are powerful accelerators that can enable employees to gather and synthesize information faster, they can’t replace one critical capability: human judgment.
Early-career employees often lack the experience necessary to assess the accuracy, bias, and relevance of AI-generated outputs. This kind of judgment is especially crucial in roles that require nuanced decision-making or subject matter expertise.
At the same time, limited subject matter expertise and institutional knowledge can weaken how early-career employees use AI in the first place. Without strong foundational knowledge or context, it can lead to vague or misdirected prompts, resulting in lower-quality starting points.
The risk of outdated development support
Early-career employees without the right development support may produce poor-quality outputs, which many refer to as “AI slop.” As a result, senior staff will need to get involved. In the long term, organizations that fail to develop early- career talent risk weakening their internal talent pipelines and will have to rely more heavily on external hiring for mid- and senior-level roles.
For HR leaders, that means early-career development needs to evolve to support the new work that this talent is performing now, rather than aligning to traditional stepping stones and relying on the business to provide low-risk learning opportunities. You need to treat the development act as a launchpad, rather than a slow on-ramp. In practice, that means using development touchpoints to build safety nets for more complex work. Those safety nets are the tools, guidance, and connections that help early-career employees navigate more complex decisions and tasks despite their limited experience.