agent/papers/items/2026-2605-06890-beyond-the-black-box-interpretability-of-agentic-ai-tool-use.md

Paper: Beyond the Black Box: Interpretability of Agentic AI Tool Use

---

type: paper title: "Beyond the Black Box: Interpretability of Agentic AI Tool Use" authors: Hariom Tatsat, Ariye Shater year: 2026 venue: arXiv url: https://arxiv.org/abs/2605.06890 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-05-07 updated_at: 2026-07-05 status: queued relevance: high topics:

• agent-evaluation
• agent-safety
• planning
• tool-use
• workflow-agent methods:

benchmarks:

models:

datasets:

• cs.AI
• cs.MA related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 18 collection_queries: function-calling

One-line Takeaway

Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.

Why Collected

• matched queries: function-calling
• inferred topics: agent-evaluation, agent-safety, planning, tool-use, workflow-agent
• arXiv categories: cs.AI, cs.MA
• collection score: 18

Review Checklist

• Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
• Does it include a benchmark, dataset, code, or reproducible experimental setup?
• Should it be promoted from queued to skimmed or summarized?

Links

• arXiv: https://arxiv.org/abs/2605.06890