Synthetic empathy: when artificial intelligence can harm human communication

The role of AI in message writing

Artificial intelligence can enhance the clarity and fluency of texts, but recent studies show that simply using AI to polish a message doesn’t guarantee it will be perceived as more empathetic. A 2026 study published in Computers in Human Behavior examined how professionals evaluate leadership messages written with varying levels of AI intervention. When AI only corrects sentences or reorganizes ideas, perceptions of empathy, credibility, and feedback quality remain similar to those of entirely human texts. The problem arises, however, when the tool generates most of the content.

Perception of authenticity and trust

A 2026 experiment in the journal Computers in Human Behavior: Artificial Humans, involving 547 participants, identified an “AI penalty”: messages associated with AI were deemed less trustworthy, authentic, and useful in professional contexts. Another compilation of nine experiments, published in Nature Human Behaviour and involving 6,282 people, confirmed that empathetic responses attributed to humans are perceived as more welcoming than those attributed to automated systems. In sensitive situations, such as performance feedback, promotions, or dismissals, the intention behind the words can be as important as how they are written.

Limitations of automation in sensitive situations

When communication involves emotional topics or critical decisions, the source of the message influences the recipient’s reaction. A 2026 study presented in the Academy of Management Proceedings showed that the same negative feedback is evaluated differently depending on whether it’s believed to have been produced by a human or an AI. Replacing a face-to-face conversation with an automatically generated text can create a distance that no well-crafted sentence can compensate for.

How to balance technology and human interaction

The solution isn’t to reject AI, but to determine where it can be applied without eliminating essential elements of communication. Moderate use of technology, such as an editor suggesting language adjustments, doesn’t harm the evaluation of messages. However, the decision about what to say and why should remain human, especially in conversations that require trust, recognition, or conflict resolution. In these cases, the presence of a manager who dedicates time to the employee and demonstrates knowledge of their work remains a fundamental component.