The first start-up focused on intelligent humanoid robotics “made in Italy” is being launched at the Italian Institute of Technology (IIT) in Genoa, supported by an investment round of 70 million euros—one of the most significant in Europe in the deep-tech sector. The start-up, called Generative Bionics, stems from the Institute’s research on humanoid robotics and is preparing to establish itself as a key reference point in Europe. The round was led by the Artificial Intelligence Fund of CDP Venture Capital, with the participation of AMD Ventures, Duferco, Eni Next, RoboIT and Tether.

In response to the challenge associated with the instability of oxygen vacancies (Vo), this study proposes an In-doped CeO₂ strategy designed to achieve a high concentration of Vo. By forming In-Vo complexes, both the catalytic activity and stability of the material are significantly enhanced.

A multi-scale heterostructure design—combining micrometre-scale grains with nanoscale precipitate networks—enables a TA15-Si-TiB composite to achieve an exceptional synergy of room-temperature ductility and high-temperature strength. This architecture promotes hetero-deformation-induced hardening and strain partitioning, overcoming the strength-ductility trade-off in titanium composites for advanced lightweight applications.

A new synergistic control strategy based on tetragonal–pseudocubic (T–PC) boundaries and ordered /disordered oxygen octahedral tilting boundaries is provided, advancing understanding of the structure and property relationships in piezoelectric materials.

Rational design of reaction interfaces (e.g., coordination characteristics, metal-support interaction, etc) and polymer intermediate status (e.g., folding state, entropy adjustment, etc) with innovative methodological framework being proposed in thermal plastic waste upcycling can significantly foster circular economy and ecological restoration.

The instability of anode catalysts during the oxygen evolution reaction (OER) is a central obstacle to commercializing proton exchange membrane (PEM) electrolyzers. In the highly oxidative and acidic anode environment, catalysts suffer from dissolution, mechanical detachment, and impurity-driven degradation—failure modes that are tightly interconnected and cannot be solved through material optimization alone. This perspective evaluates these coupled degradation pathways and the limitations of current material, structural, and system-level strategies. We argue that durable acidic OER requires mechanistic insight under realistic operating conditions and the coordinated advancement of catalyst design, operando characterization, engineering improvements, and data-driven modeling. Such an integrated framework is essential for developing stable anodes and enabling large-scale, long-lifetime PEM electrolyzers.