AWS launched a standalone Sustainability console with API access, configurable CSV exports, and Scope 1-3 emissions data by service and Region. The console decouples emissions reporting from...

Emerging trends, shifting demands, and growing supply chain complexity are reshaping the landscape for apparel manufacturers. McKinsey partner Javier del Pozo shares his thoughts on moving forward.

Our survey of European consumers’ attitudes toward sustainable packaging shows shifting expectations and regional nuances in a market that generally values both sustainability and affordability.

Despite some common global themes, consumer priorities and perceptions toward packaging materials vary by country, requiring a granular understanding and nuanced planning from packaging stakeholders.

本研究比较了五种大型语言模型（Claude、DeepSeek、GPT、LLaMA和Mistral）在可持续性决策中的偏差和看法，发现它们在AI与可持续性兼容性及责任归属方面存在显著差异，这对技术治理具有重要影响。

本研究探讨公司在人工智能应用中对环境可持续性的关注。通过对10个组织的访谈，发现大多数公司重视商业效率，环境监测和缓解措施有限，只有少数提及绿色人工智能实践。现行法规效力不足，需增强产业意识并提供更便捷的绿色实践工具。

本研究提出了一种系统化的权重重要性评估方法，以解决大型语言模型（LLMs）在训练中面临的高计算资源和环境影响问题。实验结果表明，适度修剪模型可以提高效率并降低损失，而过度修剪则会损害性能，强调了优化人工智能模型以实现可持续发展的必要性。

Concern about economic feasibility is holding back European growers from investing in innovation and new agricultural technologies, a McKinsey survey found.

Value at stake provides a framework for companies to approach risks and opportunities from sustainability.

The global energy transition is entering a new phase. These ten McKinsey Explainers highlight what leaders need to know to grow through—and not just react to—the new climate era.

本研究利用微服务架构中的机器学习模型和遗传算法，优化旅行行程，平衡成本、时间、用户偏好与可持续性，降低碳排放，具有显著的社会和环境影响。

What is Canalys’ goal for ESG at the Forums?  Under Informa's Faster Forward ESG Strategy, our parent company, "Canalys will become a zero waste and net zero carbon business by 2030". This...

Earlier this month, we published the results of our annual Global Sustainable Ecosystems Survey, reflecting 656 responses from partners in 57 markets. Digging deeper into the results reveals the...

Over the last few months, Canalys has noted increasing numbers of channel partners telling us that their vendors are not providing them with enough support on sustainability. This comes at a time...

The Canalys Forums are back for 2023! This year’s series of events kicked off in sunny Barcelona with our EMEA Forum, featuring a diverse range of Expert Hubs covering key business areas for...

Momentum in the IT sector's sustainability endeavors continues to amplify. As businesses grapple with the imperative for transparent sustainability performance, Canalys's 2023 sustainable channels...