Non-downloadable computer software for using language models suitable for finance problems; non-downloadable computer software for the artificial production of human speech and text in the finance domain; non-downloadable computer software for natural language processing, generation, understanding and analysis of finance; non-downloadable computer software for machine-learning based language and speech processing in the finance domain; providing temporary use of on-line non-downloadable software and software applications using artificial intelligence for reading, writing, synthesizing, and reasoning about complex and specialized knowledge in the fields of biopharmaceuticals, finance, science, medicine, and engineering; providing temporary use of on-line non-downloadable software and software applications using artificial intelligence for displaying comprehensive summaries generated by automatically synthesizing specialized knowledge in the fields of biopharmaceuticals, finance, science, medicine, and engineering; providing temporary use of on-line non-downloadable software and software applications using artificial intelligence for speech recognition, natural language understanding, movement monitoring, human feature recognition, gathering and processing biometric data, speaker diarization, document creation, and machine learning; providing temporary use of online non-downloadable software and software applications using artificial intelligence for providing access to scientific, medical, and engineering information; providing a web site featuring technology that enables users to access scientific, medical, biopharmaceutical and engineering information; providing a web site featuring technology that enables users to access scientific, medical, and engineering information generated by automatically synthesizing the information from a large comprehensive corpus