Author
Hugues Clouatre
Recent research
- AI & ComputingOpen access
Ceiling Effects and Convergence: Null Results for Instruction Repetition in LLM-Agent Pipelines
Context: Prompt repetition, the verbatim duplication of an input transforming into , has been shown to improve accuracy for non-reasoning large language models on retrieval and multiple-choice benchmarks [Leviathan et al., 2025]. Objective: We ask whether applying this analogous...
- AI & ComputingOpen access
Ceiling Effects and Convergence: Null Results for Instruction Repetition in LLM-Agent Pipelines
Context: Prompt repetition, the verbatim duplication of an input transforming into , has been shown to improve accuracy for non-reasoning large language models on retrieval and multiple-choice benchmarks [Leviathan et al., 2025]. Objective: We ask whether applying this analogous...