DeepRAP: Deep Reasoning, Abstraction & Planning towards trustworthy Cognitive AI Systems

The DeepRAP challenge aims to significantly advance the Reasoning, Abstraction, and Planning (RAP) capabilities of AI systems to move beyond the limitations of traditional AI approaches. Projects funded are expected to achieve breakthroughs in trustworthy, human-centric cognitive AI by developing systems that exhibit provable trustworthiness, transparency, explainability, ethical alignment, and the power to generalise, reason, abstract, and plan in complex real-world settings. The challenge encourages innovative approaches, especially those inspired by interdisciplinary research, and mandates integration, benchmarking, and practical demonstrations across diverse domains. The objective is to position Europe as a leader in safe and trustworthy cognitive AI, supporting the AI Act and Europe's digital sovereignty.

AgencyHORIZON (EU)
RegionEU
CountryN/A
Legal formCompany, NGO, Government organization, Private person, Other
Start date22 Jul 2026
End date28 Oct 2026
Max fundingUp to €4,000,000 per project
Budget€96,000,000 allocated for this topic in 2026
Coverage

Funding rate: 100% of eligible costs (lump sum model)