artificial intelligence Without Limits has advanced in recent times: it can participate in customer service as a chatbot, drive an autonomous car, recognize faces, win chess, participate in debates, Can diagnose diseases, write academic articles and even predict crimes in advance.
However, one of the main obstacles to overcome is common sense, which this technology lacks. This is something that David Ferrucci, the leader of the team responsible for ibm watson computer and who serve as executive directors of today Elemental Cognition, a startup that seeks to address the shortcomings of AI.
11 years after its last creation, The most powerful artificial intelligence still has logic limits: He does not understand in the same way as humans do and cannot explain why he made a certain decision.
“For me, the Watson Project was always just a small part of a bigger story about where we want to go with AI,” he says in the statement. new York Times. Now, its main purpose is to become humanity’s “thinking companion”, capable of suggesting and explaining.
The system in which E is conservedMental Cognition combines the latest advances in machine learning with software modeled after human reasoning. New programs can recognize patterns and make predictions, sifting through vast amounts of data at breakneck speed to generate the most likely interpretations.
what does primal sensation do Take those predictions generated by machine learning and feed them into software designed to generate cause-and-effect estimates Those who follow logic step by step and become equivalent to human common sense.
as explained by new York TimesPrevious versions of this software were limited and fragile, requiring constant updates that had to be coded by hand. Elemental Cognition’s hybrid system eliminates this manual coding to a great extent, saving a lot of time.
For many of the milestones that AI has achieved, it has toxic biases and generates subjective discourses about minorities. Amidst his shortcomings, sometimes he doesn’t even know how to answer very simple questions. But by including cause-and-effect relationships, the logic challenge can be greatly improved.
Elemental Cognition is just getting started with their hybrid technology: they now have demonstration projects ahead of them and are starting to commercialize the technology with early customers. your first offers inspired attendees
In areas like customer service for travel and research for drug discovery by AI.
For example, Elemental Cognition technology is behind One World’s intelligent web-based travel planning agent, which was developed last year and introduced in April.
It is a coalition of 13 airlines, including American Airlines, British Airways, Qantas, Cathay Pacific and Japan Airlines, to go around the world in one year, with 16 different flights with stopovers of varying lengths.
Elemental Cognition AI technology solved the problems and increased conversion rates by 3-4x. corrected of users while completing the itinerary. Now, it’s time to see if it can be implemented efficiently and economically for all types of companies and industries.
Ferrucci admitted that Advanced machine learning may one day overcome its shortcomings, though he suspects From an engineering point of view, because these systems and algorithms have no purpose in making rational decisions that can be explained in any way.
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