Pavel Golikov

ArbiGraph: Arbitrarily Scalable Verifiable Task Graphs for Evaluating Context Management

Pavel Golikov, Evgenii Opryshko, Gennady Pekhimenko, Mark C. Jeffrey

We introduce ARBIGRAPH, a benchmark generator for evaluating whether tool-assisted language agents can retain, update, compose, and discard task-relevant context across extended reasoning workflows. ARBIGRAPH represents each task as a natural-language problem with an executable P…Read more