In a recent episode of Klassikaraadio's investigative music program "Pähklipureja", experts Vaiko Eplik, Rasmus Puur, and Maria Listra discussed the entries that reached the final of Eesti Laul 2026. The analysis focused on harmonic economy, vocal quality, and the emerging influence of artificial intelligence in music creation. The experts highlighted concerns regarding the authenticity and artistic integrity of songs produced or influenced by AI.

Rasmus Puur and Vaiko Eplik provided a theoretical analysis of the finalist songs, while Maria Listra assessed the vocal performances based on principles from the bel canto school. Their discussions revealed a complex relationship between AI and music composition, indicating that AI's presence is becoming more pronounced in contemporary song structures. Vaiko Eplik specifically noted that in two of the finalists, the harmonic progression seemed stagnant, suggesting that some artistic elements may be artificially generated rather than organically crafted.

The song "Kell kuus" by Marta Pikani and "Last Man Standing" by the Stockholm Cowboys were particularly singled out for their AI characteristics. Eplik expressed a sense of unfamiliarity with the harmonic structure of these songs, indicating that listeners might need to actively engage their imagination to create movement in the music. This raises broader questions about the role of AI in the future of music composition and performance, as the industry grapples with the implications of artificial intelligence on creative artistry and the essence of musical expression.