Author

Lauri Lovén

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#artificial intelligence Review Sep 2026

Automated Detection and Structuring of Social Tipping Point Evidence in Climate related Documents: A Modular AI Framework

The climate literature has grown faster than review teams can read it. That gap matters most for a concept like the environmental social tipping point, the threshold at which a small change triggers rapid, self-reinforcing change in a social system. Evidence of this kind of shift is usually contained in one or two para...

Kavindu Perera, Mohammad Abaeiani, Ekaterina Gilman et al. · 0 citations

Preprint Aug 2026

DRLM: Deep Reinforcement Learning-Based LLM Query Orchestration in Edge Environments

Large language model (LLM) services increasingly process heterogeneous queries with diverse latency, accuracy, and resource requirements. While edge deployment reduces response time, the heterogeneity of devices and the diversity of model families, parameter scales, and quantization levels make efficient LLM query orch...

Reza Farahani, Zoha Azimi Ourimi, Mario Colosi et al. · 0 citations

#artificial intelligence Mar 2026

Real-Time AI Service Economy: A Framework for Agentic Computing Across the Continuum

It is shown that the structure of service-dependency graphs, modelled as DAGs of compute stages, is a primary determinant of whether decentralised, price-based resource allocation works reliably at scale.

Lauri Lovén, Alaa Saleh, Reza Farahani et al. · arXiv.org · 2 citations