Arturo Geigel

Independent Researcher Puerto Rico

While the subject of artificial intelligence as an inventor has centered on statutory compliance, a more fundamental question is whether AI can technologically fulfil the role of an inventor. In other words, does the current state of the art merit the virtue attribution of being an inventor. To address this question, an analysis of the technology d...

This paper presents a formalism for the analysis of technology. This formalism uses as a foundation the notion of a component that contains interfaces. With these interfaces, the component is capable of performing couplings which are described by basic operators that dictate the behavior of the coupling or lack thereof. Within the formalism, a part...

A distributed machine learning optimization flow processing engine is proposed. The processing engine takes into account the structure of the programming to assign proper allocation within a distributed computing infrastructure. The processing engine also takes into account availability and loads of the different computing elements within the distr...

A distributed machine learning engine is proposed that allows for optimization and parallel execution of the machine learning tasks. The system allows for a graphical representation of the underlying parallel execution and allows the user the ability to select additional execution configurations that will allow the system to either take advantage o...

A distributed machine learning engine is proposed that allows for optimization and parallel execution of the machine learning tasks. The system allows for a graphical representation of the underlying parallel execution and allows the user the ability to select additional execution configurations that will allow the system to either take advantage o...

Technology lacks a proper formalization of its study and this has hindered progress in developing and differentiating the subject. This paper presents a preliminary attempt to formalize the analysis of technology. The tools for this formalization are set theory, linear algebra and computational theory, presented in an informal exposition. The use o...

The superintelligence argument structure is explicitly stated and analysed. Within the superintelligence argument the focus of the paper is in the implicit assumption of the miracle implementation premise. This paper argues that the premise must be contested and explores the possible characteristics of an implemented superintelligence. The premise...

A distributed machine learning engine is proposed that allows for optimization and parallel execution of the machine learning tasks. The system allows for a graphical representation of the underlying parallel execution and allows the user the ability to select additional execution configurations that will allow the system to either take advantage o...

System and method for creating enabling the user to select fields from a database, semi structured or unstructured documents that produces an automated process of joining the database tables, semi structured or unstructured documents into a feature vector that can be further processed by machine learning algorithms or pre processing routines and fi...

An apparatus including an intrusion detection Arrangement and a location identification arrangement which ties digital information (i.e. transaction events such as parameters of information, database queries, transaction ranges, etc.) submitted to a computer system with the physical characteristics of the event such as the area and/or picture of th...

A system that compares the images submitted with a preprocessed database containing pictures, drawings, and patent drawings, among other media. The images are interrelated by comparing the content of the patent images, the narrative in the patents with the other visual media which may or may not be pre-tagged.

This work presents a proof of concept of an Unsupervised Learning Trojan.The Unsupervised Learning Trojan presents new challenges over previous work on the Neural network Trojan, since the attacker does not control most of the environment. The current work will presented an analysis of how the attack can be successful by proposing new assumptions u...

An automated system that extract relevant structural and functional features from a patent document. The extracted features are then used to carry out operations on patent documents to determine graph isomorphism and select non isomorphic elements as novel elements of a patent document. A weighted average length on novel elements determines non obv...

This paper presents a proof of concept of a neural network Trojan. The neural network Trojan consists of a neural network that has been trained with a compromised dataset and modified code. The Trojan implementation is carried out by insertion of a malicious payload encoded into the weights alongside with the data of the intended application. The n...