{"slug": "kolab-benchmarking-human-agent-collaboration-in-long-horizon-workflows", "title": "Kolab: Benchmarking Human-Agent Collaboration in Long-Horizon Workflows", "summary": "A benchmark called Kolab evaluates human-agent collaboration in long-horizon workflows, finding that humans place greater importance on ongoing interaction with AI agents, such as revising plans, than on an agent's ability to complete a task in a single attempt. The work focuses on what happens to agents' contributions when people collaborate with them on long-horizon tasks.", "body_md": "When humans collaborate with AI agents on long-horizon tasks, what happens to the agents' contributions? For solving long-horizon tasks, humans place greater importance on ongoing interaction with AI agents (e.g., revising plans) than on an agent's ability to complete the task in a single attempt. H", "url": "https://wpnews.pro/news/kolab-benchmarking-human-agent-collaboration-in-long-horizon-workflows", "canonical_source": "https://aiflash.com/news/140036/", "published_at": "2026-10-26 20:00:00+00:00", "updated_at": "2026-10-26 20:14:12.172331+00:00", "lang": "en", "topics": ["ai-agents", "ai-research", "artificial-intelligence", "ai-safety"], "entities": ["Kolab"], "also_reported_by": [], "alternates": {"html": "https://wpnews.pro/news/kolab-benchmarking-human-agent-collaboration-in-long-horizon-workflows", "markdown": "https://wpnews.pro/news/kolab-benchmarking-human-agent-collaboration-in-long-horizon-workflows.md", "text": "https://wpnews.pro/news/kolab-benchmarking-human-agent-collaboration-in-long-horizon-workflows.txt", "jsonld": "https://wpnews.pro/news/kolab-benchmarking-human-agent-collaboration-in-long-horizon-workflows.jsonld"}}