Cognoscitive

Harnessing the power of synthetic intelligence to correct the future.

Note: Cognoscitive Automata Incorporated was a nascent AI startup idea that was explored briefly in 2020. It is no longer operating.

Cloud Service Demos

Aisa
A simple little chatbot prototype from before the age of LLMs that uses word vectors to understand natural language and perform intent classification and can fit on a very small cloud instance.

Lexicon
A kind of reverse dictionary and question answering system based on special lexical word vectors.

Android Apps

Note: APK links removed as sideloading is no longer considered good practice.

Object Recognizer
A real time offline object recognition app that applies word vectors to increase the variety of things it can classify.

Sound Recognizer
A real time offline sound recognition app trained on the AudioSet dataset.

Open Source Projects

Earthquake Predictor
A tentative attempt to apply neural networks to predict earthquakes up to 24 hours in advance using only foreshock data and trained on the USGS dataset of earthquakes. In practice, it only predicts low magnitude, high frequency earthquakes rather than the high magnitude, low frequency earthquakes that matter, so it's not useful.

Star Clustering
A custom open source clustering algorithm with minimal hyperparameter tuning requirements.

Historical Projects

Music-RNN
An LSTM model trained as an attempt to generate raw audio from 2015 that predates Google WaveNet by a year. It didn't quite work as intended, but at least it showed that neural net models could learn raw audio to an extent before this was common.

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