Abstract This article explains #open_innovation theory in plain language for students while keeping the structure of a scholarly journal article. #open_innovation is the idea that organizations no longer rely only on their own laboratories and staff to create new products. Instead, they combine ideas from inside the firm with ideas from customers, universities, suppliers, start-ups, and even competitors. The paper begins with the management roots of the concept, then asks a h

This article examines the relationship between #researcher_funding, #knowledge_production, academic publications, and innovation in China and Europe. It explains how financial support for researchers can influence laboratories, data access, research teams, conference participation, publication activity, and wider economic development. The article uses a qualitative and comparative academic approach. It draws on key ideas from Bourdieu’s theory of capital, world-systems theory

#DrugCLIP represents an important direction in #AI_powered_drug_discovery because it connects molecular information, biological target knowledge, and computational research methods in one scientific workflow. In simple terms, it helps researchers compare possible drug-like molecules with biological targets, such as protein binding pockets, in order to identify compounds that may deserve further laboratory testing. It does not replace chemistry, biology, pharmacology, or clini

Modern artificial intelligence is often presented as a story of algorithms, models, and software. This view is useful, but it is incomplete. #Artificial_Intelligence grows through a wider #Innovation_Ecosystem that includes venture capital, semiconductor design, cloud infrastructure, universities, skilled workers, data providers, regulators, and users. This article studies Accel and NVIDIA as two examples of how different actors support the growth of modern AI. Accel represen