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Next generation artificial intelligence: explainable AI

Supports speculative, high-risk and high-reward research that advances explainability, reliability and understanding of advanced AI systems.

OPENSOpen now
APPLICANTEligible UK research organisations
SECTORExplainable AI
VERIFIED7 September 2026
HUBAI FIT ANALYSIS

Where AI belongs in this opportunity.

A direct fit for new explainability methods, evaluations and human-understandable evidence that go beyond incremental application engineering.

Do not lead with “we use AI”.Lead with the defined problem, measurable innovation and credible route to adoption. AI is part of the method, not the complete case.
ELIGIBILITY SNAPSHOT

Check the gate.

01The lead must be based at a UKRI-eligible UK research organisation.

02The maximum full economic cost is £602,500; UKRI states it will fund 80%.

03The research must fit the published next-generation explainable-AI scope.

PREPARATION PLAN

Build the evidence.

01State the explainability failure the research addresses.

02Show why the idea is ambitious and why existing methods are insufficient.

03Define evaluation, responsible-research and impact routes.

OFFICIAL SOURCE

Verify every detail before submission.

HubAI checked this record on 7 September 2026. Funding pages can change; the funder’s page remains authoritative.

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Important

This briefing is general information, not legal, financial, tax or grant-writing advice. HubAI does not determine eligibility or funding outcomes.