SoulSeek: LLMs Enhanced with Social Cues for Improved Information Seeking
Published:Jan 6, 2026 05:00
•1 min read
•ArXiv HCI
Analysis
This research addresses a critical gap in LLM-based search by incorporating social cues, potentially leading to more trustworthy and relevant results. The mixed-methods approach, including design workshops and user studies, strengthens the validity of the findings and provides actionable design implications. The focus on social media platforms is particularly relevant given the prevalence of misinformation and the importance of source credibility.
Key Takeaways
- •SoulSeek integrates social cues into LLM-based search.
- •Social cues improve user perception and information behavior.
- •The study highlights limitations of current LLM search systems.
Reference
“Social cues improve perceived outcomes and experiences, promote reflective information behaviors, and reveal limits of current LLM-based search.”