#Evaluation Frameworks
Latest news articles tagged with "Evaluation Frameworks". Follow the timeline of events, related topics, and entities.
Articles (5)
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🇺🇸 VeRO: An Evaluation Harness for Agents to Optimize Agents
[USA]
arXiv:2602.22480v1 Announce Type: new Abstract: An important emerging application of coding agents is agent optimization: the iterative improvement of a target agent through edit-execute-evaluate cyc...
Related: #Artificial Intelligence, #Coding Agents -
🇺🇸 General Agent Evaluation
[USA]
arXiv:2602.22953v1 Announce Type: new Abstract: The promise of general-purpose agents - systems that perform tasks in unfamiliar environments without domain-specific engineering - remains largely unr...
Related: #Artificial Intelligence, #General-Purpose Systems -
🇺🇸 InterviewSim: A Scalable Framework for Interview-Grounded Personality Simulation
[USA]
arXiv:2602.20294v1 Announce Type: cross Abstract: Simulating real personalities with large language models requires grounding generation in authentic personal data. Existing evaluation approaches rel...
Related: #Artificial Intelligence, #Personality Simulation, #Natural Language Processing -
🇺🇸 Towards a Science of AI Agent Reliability
[USA]
arXiv:2602.16666v1 Announce Type: new Abstract: AI agents are increasingly deployed to execute important tasks. While rising accuracy scores on standard benchmarks suggest rapid progress, many agents...
Related: #AI Agent Reliability, #Benchmark Limitations, #Operational Consistency, #Perturbation Resilience -
🇺🇸 PII-Bench: Evaluating Query-Aware Privacy Protection Systems
[USA]
arXiv:2502.18545v2 Announce Type: replace-cross Abstract: The widespread adoption of Large Language Models (LLMs) has raised significant privacy concerns regarding the exposure of personally identifi...
Related: #Privacy in Artificial Intelligence, #Large Language Models, #Personal Identifiable Information (PII) Protection