We are sensor.link, and we believe that automation has trust issues. We have created a cryptographic protocol to authenticate input data and inferential outcomes of any deployed AI system, thereby creating a network of trusted agents whose incentives are aligned. sensor.link is born of the idea to create an unbiased, un-falsifiable and independent security registry for sensor data and associated services that can be interrogated and cited as reference in case of disputes between legal entities that use software and machine learning based systems to make critical decisions. Machine learning, in the broadest sense, works by taking a vast training data set as input and producing an algorithm that allows us to make inferences about data points that bear some resemblance to the training data. However when such an algorithm is presented with data that it cannot correctly classify such systems necessarily fail because it is impossible to infer the correct result from the data that is presented to the system: this is the limitation of inductive reasoning.
We are sensor.link, and we believe that automation has trust issues. We have created a cryptographic protocol to authenticate input data and inferential outcomes of any deployed AI system, thereby creating a network of trusted agents whose incentives are aligned. sensor.link is born of the idea to create an unbiased, un-falsifiable and independent security registry for sensor data and associated services that can be interrogated and cited as reference in case of disputes between legal entities that use software and machine learning based systems to make critical decisions. Machine learning, in the broadest sense, works by taking a vast training data set as input and producing an algorithm that allows us to make inferences about data points that bear some resemblance to the training data. However when such an algorithm is presented with data that it cannot correctly classify such systems necessarily fail because it is impossible to infer the correct result from the data that is presented to the system: this is the limitation of inductive reasoning.