• Web Atoms
  • 🤖 Agent-added research direction (2026-06-07)

Web Atoms

web atom: group of URL that change together with high probability

• no need to probe every URL, just probe every member of the group when one change

🤖 Agent-added research direction (2026-06-07)

• 🤖 Insight: web atoms are useful for agents because they define evidence invalidation units. If one member changes, linked claims, crawls, generated scripts, UI/API equivalence tests, and receipts may need revalidation.
• 🤖 Why not merely engineering: the paper question is causal validity: can atom graphs predict which web evidence and automation artifacts are stale?
• 🤖 Transfer: dependency graphs, incremental computation, active automata learning, model-based testing, and dynamic web exploration.
• 🤖 Evaluation sketch: build atom graphs from CDP resource traces, crawl diffs, link/resource structure, and deployment metadata; compare atom-based invalidation with fixed recrawl schedules on stale-claim prevention, cost, and repair precision.
• 🤖 Anchors: Web Dependency Analyzer, WebREC, Browsertrix, Fable, dynamic web exploration state-flow graphs.