Share your Discovery:
Guaranteed to find unpublished literature based discoveries.
PathMap™ Artificial General Intelligence™ is a local-first research engine that implements patent pending Gating Semantic Drift™ technology.
The software procures veridical, source-aligned research literature audits with guaranteed 0% mis-stated quotes AND perfect APA citations.
Latest Results
PathMap™ in Action
Check out the PathMap™ official YouTube channel and view videos and streams of real builds I am making for the PathMap Global Gated Graphed Neural Network of Human Pathology. It's the same tech I will use for your research builds and essentially the same software you will get a copy of and license for with your research purchase.
View the PathMap™ portfolio on Zenodo
Beginning in June 2026, I will begin posting dataset results in the PathMap™ community page hosted at Zenodo, wherein I will generally publish the PathMap™ and logic gates and also utilize the Zenodo tagging system within the community to make discovery of related results more practical.
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1/5: 0% Mis-stated Quotes
PathMap™ fetches PubMed abstracts (your choice) and creates its grounding using quotes. If the AI mis-states even one character of any of the quotes, the response is failed with feedback and retried until the AI provides a fully grounded and veridical response.
2/5: Veridical Enforcement
When researching, PathMap™ audits the attempt after quote validation to ensure that the pending response does not have any illogical statements. I cannot guarantee the logical accuracy of the responses because AI can miscalculate. However, given perfect grounding and post-generation auditing before acceptance, the responses are consistenly scored as exceptionally accurate and up to date. The primary error the veridical enforcer seems to block is when a dataset has old data and newer data but the AI trusted/chose out of date data in a way that conflicts with newer data. PathMap prevents this from happening.
3/5: Literature-Based Discoveries in Moments
PathMap™ is able to quickly identify overlooked or new correlations from thousands abstracts using augmented generation (RAG) optimization. Whether running adversarial claims across thousands of PubMed abstracts or focusing on a single set of evidence and iteratively evaluating, PathMap™ maps Suggested Experiments, Studies And Opportunities, Swanson's Literature Based Discovery Candidates, Contradictions Between Evidences, and Repurposed Solutions.
4/5: 100% Privacy-First Deliverables
Your purchased research and hypotheses belong to you. I will only deliver your final data assets to the email that you use when you pay for your order with and never anywhere else. As noted above, each research purchase comes with a customized PathMap™ user HTML viewer that will allow you to easily see, understand, and expand your dataset with ease from day 1.
5/5: Manual review, but not peer reviewed
I review every result as a final veridical enforcement agent. If the AI failed, I throw out the whole response and run it again. I also make sure that the AI makes at least one unpublished / not-known-to-yet-be-published literature based discovery. See the Curation Policy
PathMap Evaluation (3x scans) only $29.99
Frequently Asked Questions
1️⃣
What information will you need when I place an order?
You should provide:
- The text you want me to run through PathMap
- Other comments or notes you want me to be aware of as I build.
2️⃣
How long will my order take?
Most orders are typically fulfilled within 24 hours, though during high demand times, may take up to 72 hours. I limit the quantity of available packages based on my availablility so that I can reasonably keep this promise.
3️⃣
Secure Delivery
You receive a secure ZIP file containing the deliverables you ordered including the json trace file, and a customized HTML viewer that pre-loads your dataset for easy use and expansion. I will only deliver your final data assets to the email that you use when you pay for your order.
4️⃣
What else can the PathMap HTML viewer do?
In addition to viewing, you can also print data to PDFs and generate reports.
5️⃣
Do you verify the clinical accuracy of the data?
NO. I AM NOT A MEDICAL PROFESSIONAL and it would be highly illegal for me to claim otherwise or imply such a thing.
The datasets that PathMap delivers are guaranteed to have no mis-stated quotes and proper APA citations. If there is an issue with your order regarding veridical metrics, I would first determine what happened and fix the issue, and then rebuild your order. It is programatically impossible for a quote to be mis-stated within the PathMap code. Finally, I do review the datasets for quality and to ensure the AI made a legitimate discovery.
To re-iterate: I do NOT review your dataset for accuracy - these are uncurated unreviewed datasets. I do, however, ensure that the order metrics (e.g., number of quotes generated, runs completed, etc.) are correct.
6️⃣
The license is complex. Can you summarize it?
Sure! Look at it this way:
Selling the software, outputs, or labor related to the software, etc., is prohibtited under all circumstances.
However, Part II of the humanitarian license allows for royalty-free for-profit use of the outputs and software for downline revenues when in the circumstance of being for such as a clinical trial or other advancement that benefits all of humanity (hunger, ecology, medicine, etc.).
This summary is not a replacement for the license. You must read it and are bound to it for the outputs you purchase and HTML viewer you will receive.
Joshua Dungan, Artificial General Intelligence LLC, and PathMap.org are the only licensed freelancers of this software. Any other entity claiming to have rights to use this software is committing infringement and/or copyright abuse.
The Developer & The Mission
The Mission of Artificial General Intelligence LLC™:
To build tools that are profoundly beneficial to humanity and productivity while fiercely protecting against human labor displacement. Academic, clinical, and independent should be adoption barrier-free to the greatest extent that is reasonable when the PathMap™ Artificial General Intelligence™ technology is used toward the tangible betterment of patient outcomes and global humanitarian needs. All applications and outputs are strictly governed by the license. Click here to view the 'THE GLOBAL HUMANITARIAN PROPRIETARY LICENSE (VERSION 1.0.1)'.
Patent Pending Software Notice: Gating Semantic Drift™, Veridical Enforcement™, Universal AI Workbench™, and other algorithms utilized in our audits are protected under patent applications filed by Artificial General Intelligence LLC™.
Hello, I am Joshua Dungan, the founder of Artificial General Intelligence LLC™ and the lead systems architect behind the PathMap™ cognitive engine.
As a full-time, independent caregiver, I built PathMap™ out of personal inspiration. After seeing Eric Dane's ALS interview in June 2025, I decided to apply advanced systems architecture to neurodegenerative research. I realized that critical, life-saving correlations exist right now—trapped in fragmented academic databases, just waiting for a verifiable, hallucination-free system to connect the dots and accelerate cures.
The core philosophy of Artificial General Intelligence LLC™ is to provide powerful, localized intelligence services that accelerate scientific breakthroughs while fiercely protecting human cognitive labor from displacement.
Contact for Custom Projects / Partnerships
Get 1-3 unpublished, new, novel, real and non-implausible literature based discoveries with each order of a PathMap Evaluation (3x) package.
Get 1-3 unpublished, new, novel, real and non-implausible literature based discoveries with each order of a PathMap Evaluation (3x) package.