6 projects from challenges with Georgia Tech built by 15 people across 2 challenges between Jun 2024 and Jun 2026. Teams worked with Natural Language Processing, Knowledge Graphs and OpenAlex API.
6 projects. Winners first, then the most complete ones.
Knowledge Graphs · OpenAlex API · Retrieval Augmented Generation
CollabNext
Plain-language chatbot to discover underrepresented researchers in OpenAlex knowledge graph
1 builder · Sep 2025
Network Graphs · OpenAlex API · Python
CollabNext
Interactive map visualizing HBCU research collaborations and institutional connections through OpenAlex data
6 builders · Sep 2025
SCALES
Named entity recognition to classify government and person entities in U.S. criminal court records
2 builders · Jun 2024
CollabNext
Connects researchers at HBCUs with collaboration opportunities across institutions
5 builders · Jun 2024
Rule-Based Classification · Named Entity Recognition · Natural Language Processing
SCALES
Tagging government and person entities in criminal justice text to improve classification accuracy
1 builder · Jun 2024
Knowledge Graphs · Retrieval Augmented Generation · Natural Language Processing
CollabNext
Reduces hallucinations in generative LLMs by summarizing insights from Knowledge Graphs.
1 builder · Jun 2024
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From the GenHax blog and press room.
In one week, five million students got a free AI agent, top universities walked away from AI detectors, and a new study found that how students use AI matters more than whether they use it. Here is what proof of learning looks like next.
On January 16, 2026, GenHax's own team facilitated an NSF session connecting seven federally-funded Proto-OKN research teams to industry. Nine months later, one of those teams shipped a research paper, two colleges started piloting the same challenge, and the week closed with a global argument over how young is too young to teach a kid to use any of it.
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6 solutions so far, from 2 challenges: SCALES and CollabNext. 4 include a video demo.
The most common are Natural Language Processing, Knowledge Graphs, OpenAlex API, Retrieval Augmented Generation and Rule-Based Classification.
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Teams worked on challenges connected to Georgia Tech, including SCALES, CollabNext. The solutions above came out of them.
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