मुख्य मजकुराकडे जा

तांत्रिक तपशील, कायदेशीर कागदपत्रे आणि काही खाते प्रक्रिया अजून इंग्रजीत आहेत.

MITHRIL / WHITE HAT RESEARCH

Empower those who protect.

Bring our strengths together. Bring light back to the world.

Some notice the dangers others overlook.

Some look deeper into systems, determined to make them better.

Some use that knowledge to protect everyday lives.

mithril.fund supports the curiosity and creativity of white hats.

One person’s discovery becomes a community’s strength.

Together, that strength can change the world.

Investigate authorized code. Validate the finding. Ship the fix. Specialized LLM inference for verified white-hat researchers, with a free research allowance.

Researcher onboarding Pricing & credits (from $10) Explore the model

Preparing for launch — the selected model returned a real response on the dedicated deployment. Site inference remains closed until identity verification and review are connected.

Rendered live in your browser by kami-engine

01 / INVESTIGATE

Review the code

Inspect code you own or are authorized to review for authorization gaps and input validation issues.

02 / VALIDATE

Ground the finding

Work through reachability, impact and false positives to produce evidence-backed findings.

03 / REMEDIATE

Close the loop

Prepare fixes, regression tests and reports for responsible disclosure.

A model built for investigation

TEXT / VISION / MoE

Qwen3.8 Flash Next

A real response has been verified on the dedicated deployment. Scaling up from idle can take several minutes. Access remains gated while identity verification and review are connected.

qwen3.8-flash-next-whitehacker

Model card ↗

One verified identity. A free research workspace.

  1. Account

    Sign in with your existing account. A connected wallet alone is not verified identity.

  2. eKYC

    Identity verification runs on Stripe Identity only. Completing the document and selfie check at verify.stripe.com approves the account automatically (ekyc 365d, screening 24h, trust 60 points).

  3. AML / CTF

    Sanctions and PEP screening, risk review and additional checks where needed. Pending, expired or suspended records cannot infer.

  4. Free research

    Confirm authorization and research scope, then use the free allowance. Ongoing review keeps eligibility current.

$0 for verified researchers

Free allowance: 1,000 requests per day, up to 32,768 output tokens per request. Usage stops at the limit — no automatic charges. Past the allowance, monthly plans from $20/mo or prepaid AI credits keep requests running (never charged twice): top up any whole-dollar amount from $10 to $1,000 — one-time, 12-month validity, and larger packs carry a bonus ($50→51 credits +2%, $100→103 +3%, $500→525 +5%, $1,000→1,100 +10%) — or subscribe to a plan, or turn on automatic recharge.

Top up AI credits from $10 →

Before you spend a dollar, ground your work in our free open-data mirror — NVD CVE history (395k+), CISA KEV, EPSS, CWE, MITRE ATT&CK and ad-network intelligence as Parquet, no account needed: knowledge.mithril.fund

Sign in first Research registration (Stripe Identity)

Preparing for launch — the selected model returned a real response on the dedicated deployment. Site inference remains closed until identity verification and review are connected.

Research terms & data notice

Do not enter identity documents, face images, private keys or API keys here. Before provider setup, application data is not sent or saved.

Research workspace

New models, pricing and free-allowance changes, by email

Your address is recorded once in Mithril's sales system and used for these updates. No other use.

Research terms & data notice

For authorized code review, vulnerability triage and remediation. No unauthorized intrusion, credential theft, destructive activity or third-party research without permission. Identity verification does not grant research authorization.

First-party browser identity verification is in development. Documents, face images, names and birth dates will never be sent to the inference model. The service is designed to retain minimal verification status, expiry, evidence references, review and usage records. Verification intake remains closed until providers, retention periods, transfer destinations, deletion and appeal contacts are finalized and published.

PEP status or a possible name match is not automatically a finding of wrongdoing. Additional checks and human review are planned. Legal AML/CTF obligations depend on the operator and service jurisdictions.

Stable Principal निश्चित करा

Stable Principal निश्चित करण्यासाठी साइन इन करा. हा पहिला पूर्ण करता येणारा टप्पा आहे. Hosted apply दिले जात नाही.

आता पूर्ण करता येते: साइन इन करा, Stable Principal निश्चित करा, मग Kotobase शी जोडा.

Base Account वापरून सुरू करा

तीन अंमलबजावणी स्तर. सीमा अखंड.

सेवा एकत्र एक मोठ्या विश्वास क्षेत्रात न बदलता जोडल्या जातात. प्रत्येक अधिकार स्वतंत्रपणे शासित राहतो.

नियंत्रण + ओळख

Mithril

Passkey स्थिर Principal ची पडताळणी करतो. नियंत्रण स्तर CLI तैनातीसाठी वापरलेली टोपोलॉजी आणि अधिकार मजला प्रकाशित करतो.

auth.mithril.fund · api.mithril.fund
साठवण

Mithril Database

AI स्थिती आणि ज्ञानासाठी एक सामग्री-आधारित ग्राफ डेटाबेस, ज्यात स्पष्ट संबंध आणि ओळखण्याजोगा इतिहास आहे.

api.mithril.fund ↗

storage.mithril.fund ↗

एजंट कार्य

Itonami

कार्यस्थान, उद्दिष्टे, साधने आणि मंजुरींमध्ये सतत एजंट कार्य चालवतो.

itonami.cloud ↗

एकच प्रकाशन CID, अनेक प्रदात्यांकडून चालवण्यायोग्य

एक प्रकाशन CID namespace हेड, व्याख्या, कच्चा Wasm, संकलन पावती आणि पुनरुत्पादकता पुरावा एका IPLD ग्राफमध्ये निश्चित करतो. नावे आणि GitHub डिस्कव्हरी आणि उत्पत्ती म्हणून राहतात.

बंडल

एकाच प्रकाशन CID अंतर्गत व्याख्या, Wasm घटक आणि संकलन पावती बंद करा.

प्रतिध्वनी

किमान दोन स्वतंत्र साठवण स्रोतांवर एकसारखी पूर्ण क्लोजर साठवा.

पडताळणी + चालवा

प्रत्येक बाइट आणि मार्गदर्शित पीअर आयडीची पडताळणी करा, नंतर प्रकाशन CID द्वारे अंमलबजावणी करा आणि निर्यात करा.

Shell 
# install and run the live Ed25519 + ML-DSA-65 reference package
kotoba package add kotoba-lang/reference-math@0.1.0 --catalog-cid bafkreidcy5stqvnyfpmud6ozz5qz3supd3r3uzk7glmntuv36ezliaxstm
kotoba package run kotoba-lang/reference-math  # 42

kotoba library inspect <name|CID|#hash> --store .kotoba/codebase --namespace demo

# dry-run by default
kotoba library publish --store .kotoba/codebase --namespace demo --hosted

# replicate one exact release closure
kotoba library publish --store .kotoba/codebase --namespace demo --hosted --dry-run false \
  --pqc-seed-file <ml-dsa-seed> \
  --provider east=https://east.example --provider-token-file <east-token> \
  --provider west=https://west.example --provider-token-file <west-token>

# qualification and execution are release-CID addressed
kotoba library verify ipfs://<release-cid> --store .kotoba/codebase \
  --provider east=https://east.example --provider west=https://west.example
kotoba library run ipfs://<release-cid> --entry answer --store .kotoba/codebase \
  --provider east=https://east.example --provider west=https://west.example

# rotate or revoke the Principal-pinned ML-DSA key; both finish with Passkey
kotoba pq-key rotate --current-pqc-seed-file <current> \
  --next-pqc-seed-file <next> --expected-epoch 1
kotoba pq-key revoke --current-pqc-seed-file <current> --expected-epoch 2

पोस्ट-क्वांटम स्वाक्षऱ्या अनिवार्य आहेत, पर्यायी नाहीत. प्रकाशनासाठी Passkey सत्र आणि Principal शी जोडलेली ML-DSA-65 स्वाक्षरी आवश्यक आहे. बाह्य प्रमाणीकरणकर्ता आणि वितरित पात्रता स्वतंत्रपणे पडताळलेले सीमा राहतात.

लायब्ररी कॅटलॉग आणि अवलंबित्व ग्राफ उघडा

AI-लेखित कोडपासून मान्यताप्राप्त संगणना पर्यंत

लिहा

एजंट आणि माणसे वाचनीय, डेटा-केंद्रित कोडमध्ये मोकळेपणाने लिहितात.

मान्य करा

Kotoba प्रकार, परिणाम, क्षमता, संसाधने आणि लक्ष्य समर्थन तपासते.

बांधा

होस्ट आणि प्रदाता Passkey ओळख आणि संसाधन-सीमित अनुदान बांधतात.

चालवा

Mithril Database keeps artifacts and receipts; Mithril AI and Itonami perform admitted work.

Shell 
kotoba research --scope <approved-scope> --task code-review
# requests are admitted by Mithril before inference

सीमा कनेक्शन शक्य करतात.

शोध घेणे म्हणजे अधिकार सोपवणे नव्हे

साठवण, गणन आणि एजंटच्या कामाच्या अधिकारमर्यादा वेगळ्या राहतात. पावत्या प्रत्येक उगमाची वेगळी नोंद ठेवतात. विद्यमान Passkey आपोआप स्थलांतरित होत नाहीत; नवीन RP ला पडताळलेला Principal दुवा आवश्यक आहे.

मशीन-वाचनीय प्रोफाइल भाषा तपशील वाचा