过去五年，重点转向生成式人工智能，实现图像、资产的翻译与转换，人工智能检索方法也大变。以往侧重存储、获取多版本数据，如今 AI 像主动助手，能理解请求上下文与含义，动态生成响应，这一转变近年对技术各层面影响重大。现在是生成计算模型，不像过去提前创建、存储多版本内容再取用，AI 能理解我们提问并生成所知，必要时检索信息、加深理解并给出答案，不再是检索数据，而是生成答案，彻底改变计算方式，过去几年尤其是两三年内，计算的每一层都发生了变化。

Artificial intelligence in asset management refers to the use of advanced technologies such as ML and natural language processing to analyze large sets of financial data, make predictions on trends and market movements, and help asset managers make informed investment decisions. artificial intelligence can help identify potential risks and opportunities that may have been missed through traditional methods, leading to more efficient and profitable portfolio management. Additionally, artificial intelligence can assist in automating certain processes such as portfolio rebalancing and risk management.

Building automation and control systems are computer-based control systems deployed in large buildings for efficient energy management. They control and manage building facilities such as lighting, electricity, fire precautions, safety, security, and HVAC. They are installed in industrial facilities, commercial buildings, IT parks, hotels, restaurants, manufacturing plants, retail outlets, and residential buildings for effective facility management. The control system enables easy automation and management of buildings for better cost savings and improved performance. Building automation and control systems include sensors, smart equipment, routers, and software.

Botanical extracts are mixtures obtained from different parts of plants that have medicinal or therapeutic properties, flavor, and/or scent. These extracts are used in products across industries such as the food and beverages (F and B), nutraceuticals, and cosmetic industries

Boron nitride is a thermally stable, chemically inert material composed of boron and nitrogen atoms. It exists in various forms, including hexagonal boron nitride (h-BN), cubic boron nitride (c-BN), and amorphous forms. Known for its excellent thermal conductivity, electrical insulation, and lubricating properties, boron nitride is widely used in electronics, aerospace, automotive, and industrial applications. Its high-temperature resistance and eco-friendly nature make it a versatile material for advanced technologies.

Bispecific antibodies for cancer are artificial proteins that simultaneously target two or more tumor antigens on the same or separate cells to interrupt cancer progression. They can simultaneously block two different pathways that employ unique pathogenesis.

Biosimilars are highly similar versions of biological drugs derived from living microorganisms found in plant or animal cells. They are nearly identical in structure and function to an original biological drug.

This report provides a comprehensive and current market scenario of the GLOBAL BIOPHARMACEUTICAL CONTRACT MANUFACTURING (BCM) MARKET, including market size, anticipated market forecast, relevant market segmentations, and industry trends.

Biopharmaceutical analytical testing services include analytical laboratory testing that is focused on the selection of package and delivery systems to advance early-stage drug products through the development process.

Biopesticides are natural or biologically derived agents used to manage pests, diseases, and weeds in agriculture. They include microorganisms (e.g., bacteria, fungi, viruses), natural substances (e.g., plant extracts and pheromones), or genetically engineered organisms. Biopesticides are eco-friendly, target￾specific, and often less harmful to humans and beneficial species compared to synthetic chemical pesticides, promoting sustainable pest control.