RADAR: Readiness for AI Discovery and Agentic Reach

arXiv:2609.28480 · cs.CY, cs.LG · Submitted 2026-08-02 · Read on arXiv

cs.CY, cs.LG

Submitted: 2026-08-02

Updated: 2026-08-02

Terminology

• Verifiability — 16× in this paper · explained in 2 episodes
• Consistency — 12× in this paper · explained in 3 episodes
• Verification — 6× in this paper · explained in 2 episodes
• Accuracy — 5× in this paper · explained in 1 episode
• Benchmark — 5× in this paper · explained in 2 episodes
• Robustness — 5× in this paper · explained in 5 episodes
• Actor — 4× in this paper · explained in 3 episodes
• LLM judge — 4× in this paper · explained in 2 episodes
• AI Agents — 3× in this paper · explained in 2 episodes
• Readiness for AI Discovery and Agentic Reach — 3× in this paper
• Failure Modes — 2× in this paper · explained in 3 episodes
• LLM-as-a-Judge — 2× in this paper · explained in 3 episodes
• Model Context Protocol — 2× in this paper
• Regret — 2× in this paper · explained in 3 episodes
• Actionability — 1× in this paper · explained in 3 episodes
• Agentic AI — 1× in this paper · explained in 1 episode
• Agentic System — 1× in this paper · explained in 2 episodes
• Benchmarking — 1× in this paper · explained in 3 episodes
• Error Taxonomy — 1× in this paper · explained in 2 episodes
• Generative AI — 1× in this paper · explained in 2 episodes
• Initial Data — 1× in this paper · explained in 2 episodes
• Model Context Protocol (MCP) — 1× in this paper · explained in 8 episodes
• Provenance — 1× in this paper · explained in 4 episodes

Sources

• Generative Engine Optimization at Scale: Measuring Brand Visibility Across AI Search Engines
• When Content is Goliath and Algorithm is David: The Style and Semantic Effects of Generative Search Engine
• The CitizenQuery Benchmark: A Novel Dataset and Evaluation Pipeline for Measuring LLM Performance in Citizen Query Tasks
• Reliability without Validity: A Systematic, Large-Scale Evaluation of LLM-as-a-Judge Models Across Agreement, Consistency, and Bias
• What Evidence Do Language Models Find Convincing?
• Which Institutional Frameworks Do Chatbots Assume? Auditing Jurisdictional Defaults in Multilingual LLMs
• OSWorld 2.0: Benchmarking Computer Use Agents on Long-Horizon Real-World Tasks

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