Spotify Paper: AI Agents Are Becoming the Primary Consumers of Recommendations

_reachsumit · x · 2026-09-14

A Spotify team position paper argues the recommendation paradigm is bifurcating as AI agents act on users' behalf.

For two decades recommenders assumed a human directly consumes each recommendation; agents break that assumption
The paper introduces a 'delegation spectrum' based on preference specifiability, outcome verifiability, and decision stakes
In delegable contexts (routine purchases, travel), the primary consumer shifts from human to agent, requiring new objectives, protocols, and evaluation criteria; in experiential contexts (entertainment, art), humans remain the final judge with agents pre-filtering
Research agenda spans agent preference modeling, dual-audience optimization, and an emerging 'agent attention economy'

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