PathMap Studio™ - Artificial General Intelligence Research

PathMap Literature Based Discovery Engine

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Guaranteed to find unpublished literature based discoveries.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.

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Latest Results


Experiment #00000095

Paracetamol and Dogs

Dogs _gates_from_dogs Paracetamol _gates_to_paracetamol _gates_from_paracetamol Analgesic Effect _gates_to_analgesic_effect
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Experiment #00000094

Hypothesis: If studied by scientists, pickled ginseng may be found to have therapeutic use in treating gut dysbiosis, potentially acting as a pathway to reduce neuroinflammation in some neurodegenerative diseases such as ALS.

Ginseng _gates_from_ginseng Gut Microbiota _gates_to_gut_microbiota _gates_from_gut_microbiota Neuroinflammation _gates_to_neuroinflammation _gates_from_neuroinflammation Neurodegenerative Diseases _gates_to_neurodegenerative_diseases
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Experiment #00000093

What is the core mechanism that Almased uses to improve metabolism and liver function and can the mechanism be repurposed as a therapeutic in neurodegenerative disease via the gut-brain axis?

Dietary Therapy _gates_from_dietary_therapy Intestinal Mucosa _gates_to_intestinal_mucosa _gates_from_intestinal_mucosa Inflammation Mediators _gates_to_inflammation_mediators Pro-inflammatory mediators _gates_from_pro_inflammatory_mediators Gastrointestinal Microbiome
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Experiment #00000092

A Top-Down Mechanism for Sporadic ALS Initiated by Ocular Metal Dyshomeostasis and Retrograde Exosomal Transport along the Subcortical Visual Axis

Eye Diseases _gates_from_eye_diseases Retinal Diseases _gates_to_retinal_diseases _gates_from_retinal_diseases Extracellular Vesicles _gates_to_extracellular_vesicles _gates_from_extracellular_vesicles Motor Neurons _gates_to_motor_neurons
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Experiment #00000091

Context:A patient is brought into a remote aid station after an explosion inside a covert manufacturing facility. They have a known concussive blast injury, moderate skin irritation, and potential unknown chemical inhalation.Patient Clinical Presentation:Physical Trauma: Grade 2 concussion (confusion, mild disorientation, reactive pupils).Dermatological: Superficial skin burning and blistering across the forearms. The skin smells faintly of burnt almonds or cut grass.Respiratory/Systemic: Shortness of breath, mild tachypnea, and sudden, severe muscle twitching (fasciculations) that began 10 minutes post-exposure.Operational Constraint:Standard advanced diagnostics are unavailable. The primary treatment kit contains standard trauma items, atropine/pralidoxime (2-PAM) autoinjectors, sodium thiosulfate, hydroxycobalamin, and basic field-expedient wellness supplies.Scan Instructions:Run a single scan over the medical and toxicological corpus to map this multi-system presentation. Provide the following outputs using Veridical Enforcement:Differential Toxin Ranking: Based on the combination of blast concussion, skin burning, and the specific onset of muscle twitching vs. scent clues, identify and rank the top two most likely overlapping chemical exposure pathways.The Dynamic Counter-Response (The "If/Then" Fork): Map the exact treatment-response trap. If I suspect Toxin A and administer standard Countermeasure X (e.g., an anticholinergic like atropine), but the patient’s fasciculations instantly stop while their blood pressure dangerously spikes and pupils violently dilate, what secondary hidden pathway does this reaction reveal?Veridical Contraindications: Explicitly cite the exact physiological mechanisms and PubMed-grounded parameters where standard concussion management (e.g., specific fluid resuscitation volumes or sedatives) directly exacerbates the cellular hypoxia or neurotoxicity caused by the suspected chemical inhalants. Do not hallucinate or approximate citations.

Blast Injuries _gates_from_blast_injuries Toxicology _gates_to_toxicology Fasciculations _gates_from_fasciculations Cholinesterase Inhibitors _gates_to_cholinesterase_inhibitors
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See the PathMap™ Research Engine in Action

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

Order Custom Research

Secure checkout. All deliveries include the full JSON trace and customized HTML viewer. If you need additional custom data-points or output formats, please use the custom research form for a quote. Generally, the pricing can be the same, but each case is unique.



NO sales items exist because I decided keep this internal for now.

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.