Karmendra Pandey reviewed The Complexity Trap: Simple Observation Masking Is as Efficient as LLM Summarization for Agent Context Management Information SystemsArtificial Intelligence Review published October 6, 2026 Preprint server arXiv
Karmendra Pandey reviewed FlexRouter: Learning Complementary Model Sets for Flexible LLM Routing Artificial IntelligenceInformation Systems Review published October 6, 2026 Preprint server arXiv
Karmendra Pandey reviewed How Do AI Agents Spend Your Money? Analyzing and Predicting Token Consumption in Agentic Coding Tasks Information SystemsArtificial Intelligence Review published October 6, 2026 Preprint server arXiv
Evgenii Arsentev reviewed Discriminating Fixture Coverage in Agent-Infrastructure Verification Suites Review published October 5, 2026 Preprint server arXiv
Karmendra Pandey reviewed Routing Should Pay for Itself: Sparse Supervision for Economical LLM Routing Artificial Intelligence Review published October 5, 2026 Preprint server arXiv