Penny Owl
Free AI price comparisons and learning articles for video, image and AI models. AI providers have their own charges and terms.
Visit Penny Owl →Benny Labs Foundation is a 501(c)(3) nonprofit advancing research, invention and education for the public good. Learn to estimate AI costs, evaluate an invention idea and explore how proposed technologies work — with free resources right here.
These are some of the projects Benny Labs Foundation is taking part in: free resources people can use today, and patent-pending research concepts. The research concepts remain in development; their illustrations do not show proven performance.
Free AI price comparisons and learning articles for video, image and AI models. AI providers have their own charges and terms.
Visit Penny Owl →Desktop text-to-speech software that reads text aloud. Read its download requirements, voice options and privacy information before use.
Visit Voco →A proposed wearable display system with nail screens and electronics in jewelry. Explore the design trade-offs and development questions.
Explore Living Nails →A proposed sealed compute module shaped like a standard screw-in water-heater element, so the same electricity does useful computing and heats water. Patent pending and still in development.
Explore ThermalCore →A proposed package-routing system across connected cargo vehicles. Explore the routing problem, transfer steps and design questions.
Explore Worm Cargo →A proposed wearable brace for physical therapy with gentle, dial-set resistance from 0 to 5 lb that holds at any angle. Patent pending and still in development.
Explore Newhab →A free, private memory that follows you from AI to AI, so your assistants share context and you can download everything any time. The website describes its own terms.
Visit Lion Brain →A proposed coordination system for connected vehicles. Explore how a request, a verified maneuver and a reward might fit together.
Explore Transactional Traffic →Free, honest help for PMS. Clear guides, products rated by the science and wellness tips, gathered from trusted public sources. Not medical advice; no ads and no profit.
Visit WePMS.org →A nonprofit helping new nonprofits get started, with help on incorporation, an EIN and the IRS 501(c)(3) filing. The first consultation is free; the service has its own fees and terms.
Visit Nonprofit Wizard →Penny Owl, Voco, ThermalCore, Newhab, Lion Brain and Nonprofit Wizard have their own websites, which describe their own project terms, development status and any commercial activity. See our research background links. You can use the Foundation’s learning library without visiting or purchasing from them.
For a practical way to assess these ideas, start with our invention evaluation guide.
Original guides, worked examples and a free calculator for students, creators, developers and people curious about invention.
Learn what tokens, image charges, retries and subscriptions mean. Work through examples before comparing a provider’s offer.
Read the AI cost guide →Enter token counts and rates to estimate a charge. The calculator works in your browser, without an account or API key.
Use the free calculator →Separate a concept from evidence. Define assumptions, plan a safe small test and record what you learn.
Read the invention guide →Browse the learning library · See all programs and current status
We exist to help ideas become real — exploring new technologies and sharing useful tools and knowledge so that progress can benefit society as a whole.
Our current public resources include original learning guides, an AI cost calculator and detailed invention explanations. Our research portfolio includes concepts in development, with proposed uses and testing needs identified separately from resources available today. Visit our Programs page to see who each resource serves and how to participate.
We combine invention research with public tools and project explanations that help people explore technology and understand design choices.
We develop invention concepts and describe their intended uses, design choices and testing needs. Proposed performance remains a research question until it has been demonstrated.
We document invention concepts and pursue intellectual-property protection while sharing public explanations of the ideas and their intended uses.
We seek technical and research collaboration to investigate how proposed technologies could reach people. A concept or patent application is not a completed product or a guarantee of performance.
We share public project explanations and digital tools for self-directed learning. Workshops, grants and prizes are future educational aims; this website does not currently announce dates or an open application round.
Our research pathway moves from a proposed idea toward testing and public benefit. Each project has its own stage of development; the pathway below is a goal, not a claim that every project has completed every step.
A problem worth solving
Build & prototype
Validate that it works
Secure the IP
Partners bring it to market
Knowledge & impact shared
The Foundation shares educational resources and research explanations so people can make informed choices and explore technology.
The guides and calculator on BennyLabs.org are free to use. This website has no checkout or donation form, and no paid account is required to read the materials.
As of October 16, 2026, Benny Labs Foundation receives no project revenue, licensing income, commissions or referral fees from Penny Owl, Voco, Newhab, ThermalCore or Lion Brain.
Research projects have different stages and terms. External sites may discuss commercial activity; that is separate from access to this Foundation learning library.
Read our current income disclosure and research-support model, or contact the Foundation with an organizational question.
Benny Labs Foundation connects an interest in invention with public education. Our guides and research explanations are a starting point for people learning about technology and design.
Researchers, engineers and educators can contact the Foundation to discuss a specific development question or educational collaboration.
Contact Benny LabsBenny Labs Foundation Inc. is a nonprofit recognized by the IRS as a tax‑exempt 501(c)(3) public charity. Our mission combines public digital resources, research and education. Current activities and development-stage projects are described on our Programs page.
Verify nonprofit records through the IRS Tax Exempt Organization Search. Read about the Foundation or contact us.
Explore our public resources, share a research question, or discuss technical and educational collaboration.
Have an invention or a problem worth solving? Tell us — collaborating with inventors is what we live for.
Researchers, engineers, educators and organizations: discuss a project, its development stage and possible collaboration.
Read our free learning guides and public invention explanations. Future workshops or awards will be described only when participation details are announced.