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cs.AI2026
Evidence-Grounded SLM Behavioral Prediction Architecture for Future Assistance Use
Adeyemi Adeseye, Aisvarya Adeseye, Hannu Tenhunen +1
Users often exhibit changes in interaction behavior before explicitly seeking assistance, enabling systems to anticipate future assistance use. This is especially important in high…
cs.AI2026
Entropy and Attention Dynamics in Small Language Models: A Trace-Level Structural Analysis on the TruthfulQA Benchmark
Adeyemi Adeseye, Aisvarya Adeseye, Hannu Tenhunen +1
Small language models (SLMs) have been increasingly deployed in edge devices and other resource-constrained settings. However, these models make confident mispredictions and produc…