摘要:This paper is a methodological contribution to emerging debates on the role of learning,particularly forward-looking (anticipatory) learning, as a key element for adaptation and resilience in thecontext of climate change. First, we describe two major challenges: understanding adaptation as a processand recognizing the inadequacy of existing learning tools, with a specific focus on high poverty contextsand complex livelihood-vulnerability risks. Then, the article examines learning processes from a dynamicsystems perspective, comparing theoretical aspects and conceptual advances in resilience thinking andaction research/learning (AR/AL). Particular attention is paid to learning loops (cycles), critical reflection,spaces for learning, and power. Finally, we outline a methodological framework to facilitate iterativelearning processes and adaptive decision making in practice. We stress memory, monitoring of key driversof change, scenario planning, and measuring anticipatory capacity as crucial ingredients. Our aim is toidentify opportunities and obstacles for forward-looking learning processes at the intersection of climaticuncertainty and development challenges in Africa, with the overarching objective to enhance adaptationand resilient livelihood pathways, rather than learning by shock