WHY WE'RE HERE

The future should
have more people in it.

Technology is at its best when it gives people more agency. We believe AI should help a small team do ambitious work, help someone understand a difficult subject, and make knowledge less dependent on income.

Winthos means winning together. We want the gains from AI to create opportunity for people, including the people doing the work.

Explore our principles

Two hands

Human intelligence and artificial intelligence come together for a brighter tomorrow.

The Duwun Star

A symbol of guidance, hope, and new beginnings.

Rising together

A brighter tomorrow for everyone.

Different strengths

A greater future. Together.

People + knowledge = a brighter tomorrowBagan, Myanmar · An illustrated tribute

OPERATING ENTITIES & PUBLIC RECORDS

Transparent governance.
Verified filings.

Winthos separates commercial software and AI operations from tax-exempt humanitarian public-charity programs, with verifiable Florida state filings and IRS public charity records.

IRS 501(c)(3) / 509(a)(2) PUBLIC CHARITY

WIN'S VPN INC.

Florida nonprofit corporation (Sunbiz N26000008302) recognized by the IRS as a tax-exempt 501(c)(3) public charity under section 509(a)(2) in 8 days (Form 1023 filed July 13, 2026; approved July 21, 2026). Holds an active Florida Department of Revenue Consumer's Certificate of Exemption (DR-14) valid through August 31, 2031.

Operates Win's VPN censorship-resistant internet access and public-interest educational initiatives. Inspect determination letters and filings at winsvpn.org/#proof.

COMMERCIAL AI & SOFTWARE OPERATIONS

Win Empire LLC (DBA Winthos AI)

Florida limited liability company (Florida Sunbiz L26000313506) operating Winthos AI commercial subscriptions, Developer API services, StartBusiness.tech small-business automation, and consumer software properties across US and EU data centers.

Commercial subscriptions purchase software access and do not constitute charitable donations; tax-deductible contributions go directly to WIN'S VPN INC.

Join Our Q2 2027 Cohort (EU, USA & Singapore): We practice Fordism profit-sharing, read 100% of applications by hand without ATS or AI resume filtering, and pledge never to replace human staff with AI.

INTERNATIONAL TAX-DEDUCTIBLE GIVING

Five-country donor roadmap.

Active U.S. 501(c)(3) / 509(a)(2) tax-deductible status today, paired with our four-jurisdiction international charity registration roadmap for direct local donor tax relief across the Netherlands, United Kingdom, France, and Canada.

JurisdictionStructure / PortalDonor Tax Relief Status
United StatesWIN'S VPN INC. (Sunbiz N26000008302)Active IRS 501(c)(3) / 509(a)(2) public charity
NetherlandsForeign ANBI application via Belastingdienst (GlobalGiving guide, avoiding local KVK Stichting notary costs)Planned direct EU Dutch tax deductibility on U.S. 501(c)(3)
United KingdomCharitable Incorporated Organisation via UK Charity Commission (model constitution)Planned UK Gift Aid eligibility
FranceAssociation loi 1901 via Service-Public + rescrit fiscal (domiciliation)Planned 66% French income-tax receipt eligibility
CanadaFederal CNCA NFP via Corporations Canada (by-law builder) + CRA Registered Charity (CG-002 / CG-032; overcomes Article XXI U.S.-income cap)Planned Canadian official RR donation receipts

HELP MAKE ACCESS POSSIBLE

Big possibility.
A shared purpose.

Support the work of making censorship-resistant internet access and practical technology available to more people. Contributions go directly to WIN'S VPN INC. via PayPal or cryptocurrency (BTC, DASH, XMR). A charitable donation does not activate a commercial Winthos AI subscription.

Donate with PayPal

For IRS determination letters and Florida exemption records, visit Win's VPN's published records.

GLOBAL ACCESS PRICING

Specialist AI.
Starting at $5/month.

Commercial subscriptions start at $5/month so students, developers, and families worldwide are not locked out by $20 to $200 monthly bills.

Explore $5/month Global Access Explore all 9 ecosystem pillars

PROGRESS, WITH PEOPLE IN MIND

Our principles.
Open for discussion.

Technology does not exist in isolation. These are the values and workforce/economic policy proposals behind our work.

Many perspectives shape better decisions.
AI can inform the discussion.
People remain responsible for the choice.

THE WINTHOS PHILOSOPHYParthenon · original illustrated tribute
Technology that invests in people

Lower technology costs should give organizations room to invest in their people. We favor AI that expands human productivity, with thoughtful retraining and fair employment practices.

Our founder's experience in large organizations shaped concerns about contracting, unstable employment, and opaque outsourcing. We advocate clear compensation, transparent employment relationships, and accountability for the effect of automation on workers.

Reforming the H-1B framework and wages

Public discussions about H-1B visas frequently confuse the statutory mechanics. The often-cited $60,000 figure is the annual wage at which workers of an H-1B dependent employer can be exempt from certain additional requirements (8 U.S.C. 1182(n)(3)(B); U.S. Department of Labor).

We support considering a $110,000 exemption threshold, alongside an assessment of its effects on wages, hiring and specialized roles.

The regular H-1B cap is 65,000, with an additional 20,000 exemptions for qualifying U.S. advanced-degree holders (8 U.S.C. 1184(g)). We favor transparent selection and enforcement against registration abuse; claims about processing delays and effects on domestic graduates require dated evidence.

Wage requirements · U.S. Department of Labor
Domestic and global outsourcing reform

We favor transparent staffing fees, clear compensation and accountable employment relationships. Workers should be able to understand how client payments relate to their compensation and employment terms.

We favor evaluating outsourcing arrangements for training quality, local systems knowledge, transparency and worker protections. Reform proposals should be assessed using documented labor-market evidence.

Sensible agricultural and seasonal labor reform

The EB-3 other workers category for qualifying nonseasonal permanent work has a statutory limit of 10,000 visas per fiscal year (8 U.S.C. 1153(b)(3)(B)). We support assessing labor needs using documented evidence.

One proposal we would support is establishing a five-year conditional legal status tied to verified agricultural and seasonal work. Completing five years of satisfactory service in essential food supply or seasonal infrastructure would earn permanent legal residency. The proposal should be assessed for its effects on labor availability, worker protections, farm finances and consumer prices.

Datacenter siting and resource balance

We favor evaluating proposed datacenters against local electricity capacity, water availability, environmental effects and residential utility costs. Siting decisions should rely on evidence about the location and proposed facility. Winthos prioritizes energy-efficient, environmentally conscious computing infrastructure.

Data-center cooling and water efficiency · DOE
A founder's ambition, a shared effort

We want useful AI to reach people who cannot afford expensive tools. A verified project-cost summary is not yet published.

As a disabled creator overcoming technical barriers, the founder credits AI assistants with helping bridge technical knowledge gaps and physical limitations. Trust must be built through documented work, clear governance, and honest limits.

Community support helps fund public-interest access. The donation page identifies the recipient and its published terms.

AMBITION, WITH ACCOUNTABILITY

Better questions.
Evidence you can inspect.

Trust should come from how a model performs and how openly its limits are explained.

01

Start with credible sources

Our training approach prioritizes authoritative material, including resources from NIST and NIH, with expert review as a goal for other sources. Dataset provenance and review coverage need to be documented, not assumed.

02

Make performance reproducible

We aim to publish model versions, evaluation methods, hardware, and limitations alongside benchmark results. Coding, defensive security, medical, and legal evaluations must be assessed separately.

03

Make efficiency count

Lower inference costs, faster responses, and fewer unsupported answers are research priorities. Comparative results will follow measured, repeatable tests.

04

Leave room to be wrong

No AI is free from bias or mistakes. Our goal is balanced reasoning, clear uncertainty, and answers people can verify. Human judgment remains part of the process.

ENGINEERING PERSPECTIVE

From Kitty Hawk to Apollo:
Stubborn challenges yield to engineering.

US & EU GPU CloudSpecialist inference infrastructure

Two centuries ago, suggesting that heavy machines would fly through the air invited ridicule; talking about landing on the moon sounded like sheer madness. Today, both are established engineering achievements.

We draw that exact parallel when applying disciplined training to cancer research and stubborn scientific challenges. We do not claim one model or one GPU cures cancer overnight. Pairing high-efficiency AI compute with the life-earned critical reasoning of human researchers makes hard discoveries achievable.

Through WIN'S VPN INC., an IRS 509(a)(2) public charity, public support expands open access: if you give someone a fish, you feed them for a day; teach them how to fish, and they eat for a lifetime.

What 509(a)(2) means

  • 509(a)(2) is a public charity classification under IRS section 501(c)(3), distinct from a private foundation.
  • To qualify, an organization normally receives more than one third of its support from contributions, membership fees, and mission-related service income, and no more than one third from investment income and unrelated business income after tax over a five-year measurement period.
  • Mission-related program revenue counts toward public support under IRS rules.

Tax treatment depends on your situation. Ask a tax adviser. We do not give tax advice.

What is the longer-term research ambition?

Winthos explores new ways of combining AI's ability to work across information with the judgment people develop through lived experience. The founder's long-term ambition includes contributing to difficult scientific problems, including cancer research and personalized health education.

These are long-term research aspirations. Neither AGI nor a medical breakthrough is established by a model description or benchmark percentage.

RESEARCH THAT INSPIRES US

RECURSIVE SELF-IMPROVEMENTThe Last AI Built by HumansMODEL SCALINGSOLAR 10.7B: Depth Up-ScalingINFERENCE EFFICIENCYKV Cache Compression Research

Independent research acknowledgments. These papers do not validate Winthos's performance or imply an endorsement.

HUMAN REVIEW MATTERS

Use AI to support judgment,
not replace it.

AI output can be wrong or incomplete, including in security, code, health, and legal work. Have a qualified person verify consequential answers, test generated code, and obtain authorization before security testing. You are responsible for how you use the output and for harm caused by your use, subject to applicable law.

Read the Terms and liability limits and Acceptable Use Policy. These documents are drafts for legal review before paid subscriptions or developer API access begin.

BUILT WITH GRATITUDE

To the researchers who share their work, and the tools that help people build beyond their limitations: thank you.

GeminiChatGPTClaudeThe open research community

Acknowledgments reflect the founder's account of the tools and research that supported this work. No partnership or endorsement is implied.

A few things to know.

Can I use Winthos today?

Yes. You can test Winthos Super, Winthos Cyber, and Ultra Mode right now on our live chat preview. Winthos Health Mini is designed to run on-device inside Winthos AI Chat & Anti-Virus, and Winthos Cyber Mini open weights are planned on Hugging Face at 10M+ community followers.

How does Winthos compare with frontier models?

Winthos benchmark scores are withheld pending complete evaluation evidence. The benchmark section lists dated, sourced reference results for other models. It does not establish a Winthos ranking or a comparison under a common evaluation setup.

When can I create an API key?

Paid accounts (active Winthos Global Access, Plus, Pro, Max, or Founder subscriptions, or accounts with a positive AI Credit Pack balance) can create, view, and revoke up to 5 personal IDE API keys directly in the Winthos API & IDE Integration section. Point your IDE (Cursor, Continue, Cline, Roo Code, Windsurf, or OpenAI SDK) to https://www.winthos.ai/api/v1 with model IDs winthos-super, winthos-cyber, or winthos-ultra.

Can I upload health or legal documents here?

No. This website does not accept document uploads. Its trial chat is text-only and processed server-side. Do not send sensitive health or legal information; use services with verified protections and appropriate professional oversight.

What happens when I donate or pay with crypto?

Charitable donations go to WIN'S VPN INC. (IRS 501(c)(3) / 509(a)(2) public charity). Cryptocurrency addresses match those published on winsvpn.org. A donation is separate from a commercial Winthos subscription; confirm any subscription amount, network, and payment reference with support first.

WINTHOS PLANS

Winthos Plus

$10USD per month

Your special rate stays the same while your subscription remains active. Monthly plans renew each month; annual plans renew each year. Cancel future renewals anytime.

Get twice your plan’s standard usage through December 31, 2026. From January 1, 2027, the normal allowance returns and your special price stays.

PAYPAL CHECKOUT

Checkout availability has not been confirmed. No payment has been started.

PayPal approval or a return to this page does not activate service. Payment and access must be verified by Winthos.

Contact subscription support
WIN'S VPN INC. / PAYMENT DETAILS

Give with crypto.

Send a contribution to Win's VPN Inc. using the same addresses published on its website.

Open wallet

Use the selected currency's native network and confirm the destination before sending. Cryptocurrency transfers are generally irreversible. This page does not verify a transaction or activate an account.

WINTHOS AI · SINGLE SIGN-ON

Log in or sign up to Winthos AI

Sign in with your verified account to access your current daily chat allowance, manage Dedicated Cloud GPU Node reservations, and activate Ultra Mode passes.

Sessions require cryptographic verification via OAuth 2.0 / OIDC PKCE (S256), Google Identity Services (RS256), W3C WebAuthn Passkey (ES256), or 8-digit Email OTP. Cookies use HttpOnly, Secure, SameSite=Lax.

WEBSITE INFORMATION

Your visit here.

This website provides product information, fixed illustrative examples, and an optional live educational chat preview. Its code does not use analytics, advertising trackers, or document uploads. Trial messages are processed on Winthos servers and are not saved to browser storage.

For trial limits, our application stores a keyed hash (HMAC) scoped to your IP address and UTC day, not raw IP addresses or chat transcripts. Daily limits vary by sign-in status, plan and launch period. Chat shows the current allowance; failed or canceled requests count once accepted. Upstream infrastructure may process request information, and its logging has not been verified. External donation, wallet, email, and research links open services with their own practices. Clipboard access occurs only when you select Copy address.

This notice covers this website and its live preview, not the Winthos AI Chat & Anti-Virus app or other hosted model products. Refer to their own policies for product data handling and retention.