Information providing apparatus, information providing method, and information providing program

An information processing apparatus comprising:

• a system-on-chip including a semiconductor chip manufactured by a designated manufacturer, the semiconductor chip having a tile architecture comprising a plurality of processing tiles arranged in different sizes for different device housings, the different sizes including an extra-large size having two hundred processing tiles for a server housing, a large size having fifty processing tiles for a server housing, a medium size having twenty processing tiles for a terminal housing, a small size having ten processing tiles for a terminal housing, and an extra-small size having two processing tiles integrated as the system-on-chip;
• a memory disposed on the system-on-chip and storing standard model parameters trained on past data sources and advanced model parameters trained on current data sources;
• a bus disposed on the system-on-chip and coupling the memory to processing circuitry and to a display controller;
• and
• the processing circuitry disposed on the system-on-chip, the processing circuitry configured to:
• collect data sources via an input/output controller from data source providers that each include a respective semiconductor chip of the designated manufacturer,
• determine, based on attribute data of each data source provider, whether the data source provider satisfies a reliability condition based on a distribution scale of information distributed by the data source provider,
• collect the data sources only from data source providers determined to satisfy the reliability condition,
• update the standard model parameters based on past data sources and update the advanced model parameters based on current data sources,
• receive a prompt from a user via the input/output controller, generate an answer to the prompt using the standard model parameters or the advanced model parameters based on an access level associated with the user, and
• output the answer via the display controller coupled to a display through the bus.

A method performed by an information processing apparatus including a system-on-chip having a semiconductor chip with a tile architecture comprising a plurality of processing tiles, a memory, a bus, and processing circuitry, the method comprising:

• collecting, by the processing circuitry via an input/output controller, data sources from data source providers that each include a respective semiconductor chip manufactured by a same designated manufacturer as the semiconductor chip of the system-on-chip;
• updating, by the processing circuitry, model parameters stored in the memory based on the collected data sources;
• receiving, by the processing circuitry via the input/output controller, a prompt from a user;
• generating, by the processing circuitry, an answer to the prompt based on the model parameters stored in the memory;
• and
• outputting, by the processing circuitry, the answer via a display controller coupled to a display through the bus.