ADVANCE RAG & BUILD
THE FUTURE OF “AI KNOWLEDGE"

KnowHax, in partnership with the U.S. National Science Foundation and the Knowledge Graph Conference, is hosting a series of hackathons to address some of society’s most pressing challenges.


Our Hackathons are a collaborative and highly engaging opportunity for you to contribute your skills and passion for AI, Data, and Technology, in a mission-driven and impactful way.

Read more below.

Join us from April 21 to May 4, 2025.

Innovate with AI. Support your company’s own AI performance and innovation through Semantic Tech. Help build the future of open-source knowledge for AIs with the National Science Foundation. Engage with new users and beta testers in AI and SaaS.

Learn Knowledge Graphs. An exclusive offer for you to benefit from our co-sponsor’s Education Program at The Knowledge Graph Conference (Value $1000!).

Network, collaborate with experts to build prototypes, and solve challenges in the fields of Knowledge Graphs and their visualizations.  

Sponsors and Hackathon Participants

Register now to secure your place on the Challenge of your choice, where you will work and collaborate with your Challenge Team and our industry-leading experts.

A new kind of hackathon brought to you by the Knowledge Graph Conference and the National Science Foundation

Partnering with the world's leading research institutions to build the first “Open Knowledge Network”.

Impact

Solve social and environmental challenges with Knowledge Graphs, based on the following NSF “Proto-OKN” themes.

  • Biology and Health

  • The Environment

  • Justice

  • Technology and Manufacturing

KnowHax, the RAG Hackathon co-creating Knowledge-centric, accurate AI

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    For participants

    Solve important societal challenges.

    93% of attendees improve technical or teamwork skills.

    40% get job offers or job interviews, and 95% report a positive impact with subsequent interviews.

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    For companies

    Solve important business challenges.

    Decrease AI R&D costs by 10x and access leading researchers.

    80% of hackathon sponsors consider it a key recruitment strategy.

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    For nonprofits

    Join advanced research impacting causes.

    Advance your cause by letting teams prototype free solutions - 87% of which are novel or experimental.

    100% of our Open Innovation challenges tackle important societal and environmental issues.

How it works.

Format: Online

Starts on: April 21, 2025

Ends on: May 4, 2025, 11.59 pm EST

Participant time required: 2 hours per day

Mentor time required: 1 or 3 hours in total

Requirements: We are seeking participants from any background who are curious, enthusiastic, love teamwork and collaboration or love to learn, and have an interest in technology and AI. NOTE: you do not need Computer science or Data science to learn Semantic science.

  • How will the Hackathons work?

    1. Register at app.knowhax.com by clicking the link to the challenge that interests you.  In the event that the challenge is oversubscribed, please select another challenge. Communicate on the General channel or in your team channel. We will do our best to accommodate everyone!

    2. Once your Profile is created you will choose your team and gain access to the application that will act as the project management tool for the Hackathon. There, you will access onboarding “Activities” and can chat with your team, request time with mentors, etc. Communicate early on! Check out the Calendar and Register to events within the hack.

    3. You will receive an invitation to the kickoff event where you will meet your teams, other teams, Mentors, and experts from KGC and NSF.

    4. Week one - initial project ideas as created and submitted for review to your mentor. Create mentor Sessions!

    5. Weeks two and three - ideate, build your prototype

    6. End date - completed Write-ups/ Demos/ Projects/ Prototypes submitted by the hackathon deadline date at 11.59 pm EST.

    7. Live Pitch & Final Presentations are 2-3 weeks after the deadline.

    8. Expect Feedback, Certificates, and Wrap-up calls by the end of the month after the hackathon

  • Teams will support research projects supported by KGC and the NSF to create the first Open Knowledge Network - the knowledge that future AI will leverage.

    We are hosting up to 12 challenges over the 2.5-week Hackathon.  Each Hackathon aligns with a specific societal challenge and teams will be working with PI’s (US NSF “Principal Investigators” researchers) throughout the Hackathon who will provide assistance and mentoring as you formulate your solutions and prototypes.


    Hackathon Teams will leverage the power of Knowledge Graphs and AI Semantic Visualizations to create prototypes that democratize access to knowledge and opportunity.

    The Challenges below are better defined on the registration link at app.knowhax.com

    • hackClimate Models - Temple University - Develop innovative tools that excel in extracting and cataloging climate science entities from a selection of critical resources.

    • DREAM-KG Homelessness Support - Temple University - The challenge is to revise or update the homeless resources knowledge/information from different sources (including raw datasets, knowledge graphs, etc), e.g., errors that should be corrected and outdated, knowledge that should be updated.

    • CollabNext - Georgia Tech - Can you map out who is working on what, and where?  That is, identify researchers (who) who are working on topics (what) and with what institution (where) they are affiliated. Initially focus on HBCUs and emerging research institutions.

    • Secure SaaS Supply Chains - Purdue University - Design/Prototype a software dependency management and visualization tool that builds a comprehensive software dependency tree given a software product based on open-source library data from libraries.io

  • Participants create Teams. Teams tackle Challenges by proposing Solutions. Teams meet, work, network, and have fun by doing! “A rewarding experience”

  • Benefits for Challenge Participants

    • This is an opportunity for participants to learn more about the building blocks of AI and embark on a journey of learning and discovery while contributing to a challenge that has the potential to positively impact society.

      • Opportunity for all participants and mentors to learn Knowledge Graphs with the Knowledge Graph Conference’s Beta Education Program for free (Value $1000)

    • Collaborate with fellow participants and Researchers (PI’s) - build your network and connect with like-minded technologists and industry experts.

    • Build your resume - adding more skills and broader experiences can help build out your resume as you embark on your career journey, or, if you reskilling.

    • Recognition and Awards - get promoted on social media and featured in articles. Best Team, Best Pitch, Best individual in a skill category.

    • Apply Wiz for winning teams and individuals. Free 1 month linkedin connection-making or white glove job application service to boost your partnerships and career, while enabling you to focus on your portfolio (value $250/month)

  • Mentors are tech experts, or business experts, who join for 1 to 3 hours total for the whole duration of the Hack, and connect with one or more Team(s) over "Mentor Sessions".

    examples:
    . 1 hour = 4 x 15-minute Mentor Sessions
    . 3 hours = 12 x 15-minute Mentor Sessions.

  • Choose their primary goals for sponsoring, so that their organization gets the right reporting and their employees (if any) may be engaged for the proper results and KPI, as chosen by the sponsor.

    Example: Innovate, Impact, Recruit, Brand, Partner...

  • Solutions are what is produced: prototypes of implementations of the research project’s knowledge graphs. These prototypes should preferably contain functional code or no-code samples, but can also consist of designs or data research.

    Depending on each challenge, they are produced in open-source mode OR owned by Beneficiaries.

    When submitting what you have built, you should submit a video demonstration/walkthrough:

    • Demos should be around 3 - 5 minutes long.

    • Run your application, review the key functionalities, and voice over with additional explanations.

    • Call out anything that is not included in the demo but was implemented and how judges can check them out.

    • If the app is live, or can be run locally, please include a link in the write-up so that judges can explore the app themselves

    • Participants: commitment for 2 hours per day on average.

    • Mentors: commitment for 1 or 3 hours total. You choose.

    • Sponsor admin: commitment for 1 hour of KPI sharing, 1 hour of employee invites, and as much event speaking or participation as appreciable or doable.

Ecosystem - full list

Arizona State University

Columbia University

D.D. Joint Staff – NIEM (National Information Exchange Model)

DARPA

Fisk University

Georgia State University

Georgia Tech

Insilica

Institute for Systems Biology

Kansas State University

MIT CSAIL

Morehouse College

National Institute of Justice

National Institutets of Health

National Oceanic and Atmospheric Administration

National Renewable Energy Laboratory

National Science Foundation

NCATS

NIEHS/NICEATM (National Institute of Environmental Health Sciences)

Northwestern University for Data Science

Onai

Purdue University

RENCI, UNC Chapel Hill

Roux Institute

Temple University

Texas Southern University

UC Davis

UCSF

University of Alabama Tuscaloosa

University of Central Florida

University of Cincinnati

University of Delaware

University of Maine

University of NC Chapel Hill

University of Notre Dame

University of Richmond

University of Texas Arlington

University of Virginia

USDA

USGS

Wormeli Consulting

Wright State University

Who can participate?

Feel free to share this short video with anyone who might want to participate! Are welcome:

  • Knowledge engineers

  • Ontologists, Taxonomist

  • Data scientists

  • Web developers (full stack, front-end, back-end)

  • Software engineering (algorithms, any tech)

  • UI Designers

  • Project managers & UX searchers

  • and any other non-tech skills & profiles who’d like to volunteer like marketers, customer care, and more!

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