Abstract: The present disclosure is directed towards methods, systems and apparatuses for providing a human-machine interface and assistant that are particularly useful for financial trading and in researching trading opportunities in marketplaces that are otherwise difficult to research while taking into account a broad context of the query including past queries and specific preferences or restrictions of the user issuing the query. The present disclosure provides tools for interpreting voice queries and iteratively improving, through direct and inferred corrections, the translation and execution of queries for information and trading opportunities.

Abstract: The present disclosure is directed towards methods, systems and apparatuses for providing a human-machine interface and assistant that are particularly useful for financial trading and in researching trading opportunities in marketplaces that are otherwise difficult to research while taking into account a broad context of the query including past queries and specific preferences or restrictions of the user issuing the query. The present disclosure provides tools for interpreting voice queries and iteratively improving, through direct and inferred corrections, the translation and execution of queries for information and trading opportunities.

Abstract: The present disclosure is directed towards methods, systems and apparatuses for providing a human-machine interface and assistant that are particularly useful for financial trading and in researching trading opportunities in marketplaces that are otherwise difficult to research while taking into account a broad context of the query including past queries and specific preferences or restrictions of the user issuing the query. The present disclosure provides tools for interpreting voice queries and iteratively improving, through direct and inferred corrections, the translation and execution of queries for information and trading opportunities.

Abstract: The present disclosure is directed towards methods, systems and apparatuses for providing a human-machine interface and assistant that are particularly useful for financial trading and in researching trading opportunities in marketplaces that are otherwise difficult to research while taking into account a broad context of the query including past queries and specific preferences or restrictions of the user issuing the query. The present disclosure provides tools for interpreting voice queries and iteratively improving, through direct and inferred corrections, the translation and execution of queries for information and trading opportunities.

Abstract: The present disclosure is directed towards methods, systems and apparatuses for providing a human-machine interface and assistant that are particularly useful for financial trading and in researching trading opportunities in marketplaces that are otherwise difficult to research while taking into account a broad context of the query including past queries and specific preferences or restrictions of the user issuing the query. The present disclosure provides tools for interpreting voice queries and iteratively improving, through direct and inferred corrections, the translation and execution of queries for information and trading opportunities.

Abstract: The present disclosure is directed towards methods, systems and apparatuses for creating, training and reconfiguring a crossing engine that are particularly useful in trading of financial instruments such as fixed income securities. The present disclosure provides tools for generating a crossing engine given an initial situation as well as tools for adding and removing constraints, optimizations and corrections in order to re-generate the crossing engine in a way that takes into account such additional learned refinements.