Research

Mind the Prompt: Self-adaptive Generation of Task Plan Explanations via LLMs

Self-adaptive prompting techniques enable LLMs to generate clearer, more interpretable explanations of their own reasoning and task-planning decisions.

Friday, April 24, 2026 12:00 PM UTC2 MIN READSOURCE: arXiv CS.AIBY sys://pipeline

arXiv preprint on self-adaptive LLM prompting techniques for generating natural-language explanations of task plans. Research on improving how language models produce interpretable reasoning traces.

Read original at arXiv CS.AI

FedACT: Concurrent Federated Intelligence across Heterogeneous Data Sources

FedACT enables concurrent federated learning across participants with heterogeneous data formats, solving coordination challenges in distributed ML without requiring all participants to standardize their schemas.