Augmented Intelligence

The world belongs in the hands of humans. We empower faster, more informed decision-making with user-centered machine intelligence. Here are some examples from our blog below.

Multiple monitor display showing the Terarium login page and workflow editor on separate screens

AI and LLM-Assisted Scientific Modeling in Terarium

Michael Crouch
October 30, 2024

In a crisis like a pandemic, time stands still. Policymakers rush to chart a way out, trying to establish some consensus truth about the situation and the best path forward. The “open science” movement rallies to offer predictive models, but the models are seemingly limitless in number, of uncertain provenance and questionable suitability, and they don’t agree. Understanding and extending complex model code requires deep expertise and takes weeks at best, especially when there’s little transparency into the original intent and assumptions.

Radically Improving LLM Responses with Context-Tailored Knowledge Graphs

Julian Whiting
July 4, 2024

Uncharted has been working on applications of knowledge-graph augmented Retrieval-Augmented Generation (RAG) for months now and couldn’t be more excited about its potential.

A topographic map of Bingham Canyon mining district (1901), a large dump truck in a Utah copper mine, and a row of electric cars charging on a city street

From Geological Treasure Hunting to Future Proofing Supply Chains

Michael Crouch
December 8, 2023

Is your holiday wish list full of eco-friendly gadgets? Even if you’ve been decidedly nice, supply chain fragility may impact what ends up under your tree.

Potential drug treatments for COVID-19 automatically derived from literature. Global (left), local (center), and drill-down (right) views summarize the biomedical ontology and the contents of individual articles.

Collect and Connect the Dots with LLMs

Richard Brath and Adam Bradley
August 24, 2023

Understanding and organizing a summation of knowledge is hard. Large language models (LLMs) can help, but words alone are not enough.

Surficial geologic map and a partial legend with with many of near-identical polygon colors. | Image: USGS

Uncharted Earns Another Spot on the Leaderboard in AI Competition by DARPA and USGS

Uncharted's approaches for identifying a variety of map features win top rankings in follow-on critical minerals challenge.

Michael Crouch
December 19, 2022

When last we checked on the joint DARPA and USGS AI for Critical Mineral Assessment Competition, we were thrilled to discover that we won the Map Georeferencing challenge. We’re honored to find ourselves on the leaderboard once again for the second challenge, Map Feature Extraction.