Augment4 Products in Development

Text Simplifier 𝒯

Our Text Simplifier can take a scientific abstract or a legal document and summarize it into bullet points or a diagram.

We currently can summarize any of the 35 million articles in PubMed, a national resource that is used by 3 million people a day. Our AI process can also summarize any legal document or general article.

Fact Checker ✔

Our Fact Checker utilizes large collections of facts to double-check written text.

Our approach is not based on RAG. RAG will not be able to completely eliminate LLM hallucinations because the user can not totally control the language generation process and it does not check the final output. Our Fact Checker checks the LLM output based on known facts which is crucial in a few fields.

It is useful in:

Medicine for checking LLM output for medical inaccuracies,
Law for checking case law,
Education for checking both student reports and course curriculums,
Engineering for checking designs.
Research for checking technical papers and experimental plans,

Augment4 Text Simplifier

Bioinformatics - randomly-selected PubMed article #27777777

PubMed Id 27777777: More Detail, Diagram format

PubMed Id 27777777: More detail, Bullet points

PubMed Id 27777777: Less detail, Diagram format

PubMed Id 27777777: Less detail, Bullet points

PubMed Id 27777777: More detail, Export in DOT format

Augment4 Mission

Augment4's mission is to address technical and social problems caused by AI.

Generative AI systems are incredibly sophisticated and useful, but they aren't perfect. They can make mistakes, be used incorrectly, and can complicate the ownership and copyright of creative works. Our mission is to help people gain control over the fast-advancing world of AI systems.

See our Products page for more information.

About the Augment4 Team

CEO: position open

CTO: temporarily redacted

Our CTO has more than 25 years of experience building AI and NLP systems, with an additional 5 years of experience in cybersecurity. He has worked in a variety of organizations, from startups to global companies to academic research labs. In his spare time he enjoys a variety of sports, playing the piano, and reading science fiction. He has a PhD in AI and a Masters in AI from two of the leading AI research universities, in addition to a BA in Mathematics, a BS in Computer Science, and a BS in Electrical Engineering.

Lead Engineer: position open

Augment4 Contact

We are currently in stealth mode but please send email to info@augment4.ai for more information.

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