Following our first stock take in 2024, we conducted a follow-up review of the energy transition in 2025 by evaluating the deployment of clean energy technologies in key regions against net-zero targets.

If you need to transition easily from Oracle to PostgreSQL without worrying about type conversions or other Oracle packages that require modifications to be PostgreSQL-compatible, a useful...

The European truck industry is at a crossroads, where a successful transition to zero-emission (ZE) trucks is not only needed to decarbonize road transport, but is key to future competitiveness.

The energy transition is proceeding, but unevenly. Easier challenges are being solved, but harder ones are stalling.

As COP30 kicks off in Belem, an inevitable question is where does the energy transition stand? New McKinsey Global Institute research offers an answer, by examining the physical transformation at...

Demand for rare earth elements needed for magnets will likely surge over the next ten years. Postconsumer scrap could unlock additional supply, although recovery remains a challenge.

The possibility of tariffs brings uncertainty to the clean-energy industry. How much could higher tariffs matter?

The Climate Transition Impact Framework is an approach for socioeconomic analysis of climate plans, piloted in Indonesia to help provide an evidence base to support climate action decision-making.

A successful governor’s transition doesn’t end at inauguration day—or even after the first 100 days in office. Rather, it involves designing and putting in place the new governor’s operating model.

本研究提出了一种新的离线强化学习框架——时间距离感知转换增强（TempDATA），旨在解决因超出分布样本导致的性能下降问题。TempDATA通过在时间结构化的潜空间中生成增强过渡，能够模拟长期行为，提升多个测试任务的表现。

Only 10% of the low-emissions technologies needed for the global energy transition have been deployed. An expansive view of energy innovation is needed to deliver a successful transition,...

本文提出了一种双阶段框架，结合长短链推理模型，以提高长链推理在复杂任务中的效率。该方法通过双层偏好训练，指导模型选择合适的推理风格，并在每个风格组内偏好简明且正确的推理。实验结果表明，该方法显著降低了推理成本，同时保持了性能。

The energy transition would be a physical transformation on a massive scale. Here are ten realities that must be confronted for it to succeed.

Our annual mobility survey examines how consumer priorities and expectations are shaping the transition to electric vehicles in major markets.

本研究提出了一种新的动态对比技能学习框架（DCSL），旨在解决强化学习在复杂决策长时间任务中的挑战。DCSL通过引入基于状态转移的技能表示和动态技能长度调整，提高了任务完成度和效率。

The Climate Transition Impact Framework (C-TIF) can help decision makers compare the potential socioeconomic impacts of different climate action pathways.

The chairman and CEO of the French oil major talks about why he’s sticking to his strategy to gradually shift from oil to electrons, which he calls “the energy of the 21st century.”

本研究探讨了强化学习中稀疏与密集奖励的平衡问题，提出了一种基于幼儿启发的奖励转变方法，显著提高了学习性能和样本效率，增强了模型的泛化能力。

As a physical transformation, the energy transition is still in the early stages. Progress is being made in some areas, but what challenges are holding us back?