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The French state has taken insufficient steps to limit air pollution around Paris, a court has found in a landmark case brought by a mother and daughter.

Sidewalk Labs has put forward a detailed 1,500-page plan, but Waterfront Toronto has raised concerns in a number of areas.

The champions, appointed by UKRI and the Met Office as part of the clean air programme, aim to bring together researchers from different disciplines for joined up thinking and solutions.

Scheme operators will be scored based on their performance against rigorous data benchmarks, helping cities understand which operators are meeting their compliance requirements.

Navigant Research’s report tracks the progress of 443 projects across 286 cities with relation to energy, water, transportation, buildings and government operations.

Data captured by Stage Intelligence from cities operating schemes around the world shows artificial intelligence can increase operational efficiencies.