2 papers
cs.AI2026
Leverage Laws: A Per-Task Framework for Human-Agent Collaboration
Stan Loosmore
We propose a per-task leverage ratio for human-agent collaboration: human work displaced by an agent, divided by the human time required to specify the task, resolve mid-run interr…
cs.LG2024
Adaptable Embeddings Network (AEN)
Stan Loosmore, Alexander Titus
Modern day Language Models see extensive use in text classification, yet this comes at significant computational cost. Compute-effective classification models are needed for low-re…