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'Accelerated energy innovation' has become a prominent aspect of energy policymaking in response to more urgent drivers for change. This paper charts the rise of accelerated energy innovation in the UK, and considers its possible implications for sustainable innovation studies and research-policy exchange. As manifest in the UK, accelerated energy innovation has a number of distinctive features: an emphasis on relatively short term dynamics (years rather than decades), a focus on cost reduction and deployment support for large scale technologies, and a central role for the private sector and public-private partnerships. We argue that because it is predominantly regime-led and continuity-based, accelerated energy innovation presents a challenge to niche-led, more disruptive theories of sustainable innovation (Transitions Studies and Technological Innovation Systems theory). We conclude that sustainable innovation studies -- while maintaining its critical and reflexive stance -- should more fully reflect the multiform dynamics of energy systems under urgency, across a broad spectrum of continuity-based and niche-led changes. [ABSTRACT FROM AUTHOR]