NEBIUS × NVIDIA GLOBAL AI HACKATHON 2026WORLD-FIRST BILATERAL ENGINE

The machine
said no.
The machine must say why.

NIRVAXIS is the first bilateral AI engine for administrative friction — it arms the citizen with a code-verified, red-teamed appeal kit, and hands the institution a zero-PII root-cause packet with a ready-to-merge patch. One dispute. Two deliverables. Deterministic truth on both sides.

3/3 QUOTES VERBATIM · 0 LLM TRUST 0 PII BYTES TRANSMITTED $0.021 PER FULL RESOLUTION
NIRVAXIS Command Center with scales of justice

The Bilateral Command Center

One dispute in · two sealed deliverables out

IN · EPFO Form 19 → ₹1,84,500 restored · 30-day mandate invokedEU · EC261 BER→MAD 5h22m → €400 · airline burden discharged on recordUS · TX Prop. Code §92.109 → $2,400 + treble exposure avoided12,847-case sibling cluster auto-detected → SEV-2 UI patch sealed0 raw PII bytes crossed the inference boundary in any run3/3 citations string-verified — zero model-trust in the loopIN · EPFO Form 19 → ₹1,84,500 restored · 30-day mandate invokedEU · EC261 BER→MAD 5h22m → €400 · airline burden discharged on recordUS · TX Prop. Code §92.109 → $2,400 + treble exposure avoided12,847-case sibling cluster auto-detected → SEV-2 UI patch sealed0 raw PII bytes crossed the inference boundary in any run3/3 citations string-verified — zero model-trust in the loop
§ STAGE 01 · BILATERAL WORKBENCH

One case file. Two verdicts.

PICK SCENARIO · HIT RESOLVE · FLIP CITIZEN ⇄ OWNER SWITCH

Input · Privacy Shield

ON-DEVICE · ZERO PII LEAVES
01 · Load a case file3 PRE-SEED FILES

Drop the rejection letter / PDF / HTML

Parsed locally · never uploaded raw

What the AI actually saw
Masked in 0ms · deterministic regex + seed map0 tokens · 6 classes

Nano classify · Super draft · Ultra red-team · Tavily verify · determinism > vibes

Action Graph · Red-Team Arena

AWAITING RUN
orchestrator · nemotron routing trace
ClassifyPII ShieldTavily RetrievalQuote VerifyLegal DraftRed-TeamAssemble Kit
$ nirvaxis — bilateral friction engine v1.0.0 $ awaiting case file… press RESOLVE THIS DISPUTE ▊
02 · Resolution dependency graphevidence-badged
  1. Classify document
  2. Mask PII on-device
  3. Retrieve official sources
  4. Verify quotes verbatim
  5. Draft legal position
  6. Red-team the draft
  7. Assemble & re-hydrate
03 · Deterministic evidence ledger TAVILY · .GOV/.ORG ONLY
04 · Red-team officer — auto-patch loopNEMOTRON-3-ULTRA · ADVERSARIAL
K3-ULTRON adjudication officer
K3-ULTRONSTRICT REVIEWING OFFICER

Three objections filed · three auto-patches merged into the final draft

1 Round 1 — sealed
2 Round 2 — sealed
3 Round 3 — sealed

HUMAN-IN-THE-LOOP GUARD — the sealed draft is a filing-ready artifact, not legal advice. A licensed advocate reviews before submission in production. NIRVAXIS is a drafting instrument; the signature remains yours.

Dual Output · Citizen Appeal Kit

AWAITING RUN

Formal Appeal — Code-Verified

Re-hydrated locally on this device · Zero PII leaves your browser

🌐 English

To The Regional Provident Fund Commissioner, EPFO, Chennai — 600006

Sir/Madam,

Re: Appeal against rejection of Form 19 claim — Claim ID [CLAIM_1] · UAN [UAN_1] · Member [PERSON_1]

I write in respect of the rejection communicated on 27 October 2026 with reason code E-KYC-014, to the effect that my name as it appears on my Aadhaar card (“PRIYA LAKSHMI”) does not match the EPFO member record (“PRIYA LAKSHMI S”), and that bank account [ACCT_1] (IFSC [IFSC_1]) stands unverified. I humbly submit that this rejection is legally unsustainable and factually erroneous, and request that it be set aside and the claim settled expeditiously.

1. Entitlement to withdrawal. Your kind records reflect that I ceased employment on 31 August 2026 and have remained unemployed since. I have thus completed a continuous period exceeding two months as of the date hereof, satisfying the condition precedent to Para 69(2) of the Employees’ Provident Funds Scheme, 1952, which entitles a member who has ceased employment and has not obtained new employment within two months, on application, to “receive the full amount standing to his credit in the Fund.” The statutory right has crystallised; the claim is not premature.

2. The “mismatch” is not a mismatch in law. The supposed discrepancy is the presence of the suffix “S” in the EPFO record and its omission on Aadhaar. EPFO’s own KYC correction circular states in terms that where the member name differs “merely by omission or addition of initials, suffixes, or minor spelling variance,” the difference “shall not be construed as a disqualification for settlement of claims,” provided identity is otherwise unambiguous and supported by documentary evidence. My Aadhaar [AADHAAR_1], PAN [PAN_1], UAN [UAN_1], specimen signature, and cancelled cheque all unambiguously establish a single identity. The bank seeding error is likewise remediable by the same rectification and does not implicate entitlement.

3. Rectification vehicle. I hereby invoke the Joint Declaration mechanism under the aforesaid circular. A signed Joint Declaration (employer + member) correcting the member name to “PRIYA LAKSHMI” and confirming the bank account [ACCT_1] is enclosed, along with (i) a self-attested Aadhaar masked copy, (ii) a self-attested PAN card, and (iii) the cancelled cheque bearing my name in full. These documents remove every factual predicate for the rejection.

4. Mode and timeline of redress. This letter itself is also registered as a grievance on EPFiGMS. Under the grievance mandate governing EPFiGMS, every grievance “shall be examined by the concerned officer and a resolution shall be provided to the grievant within 30 days of registration of the grievance.” I trust the matter will therefore be disposed of within that window.

5. Reservation of rights. Should no speaking order or settlement issue within 30 days, I shall, without prejudice, invoke my rights under the Right to Information Act, 2005, § 7(1), requiring disposal of my request “within thirty days of the receipt of the request,” and thereafter pursue such further remedies as are available in law.

PRAYER. It is most humbly prayed that this Authority may be pleased to (i) set aside the rejection dated 27 October 2026 under reason code E-KYC-014; (ii) direct acceptance of the enclosed Joint Declaration and settlement of Claim ID [CLAIM_1] forthwith; and (iii) remit the full corpus of [AMOUNT_1] to the verified bank account [ACCT_1] (IFSC [IFSC_1]) within 30 days.

I remain at Your disposal for any further document. I have not suppressed any material fact. Thanking You in anticipation of an expeditious and sympathetic disposal.

Yours faithfully, [PERSON_1] UAN [UAN_1] · PAN [PAN_1] · Aadhaar [AADHAAR_1] [PHONE_1] · [EMAIL_1] Date: 27 October 2026

Official Sources — 100% Verbatim Substring Verified

Plain-Language SummaryENGLISH · VERIFIED GROUNDING

Your EPF withdrawal was rejected only because your name differs by one suffix (“S”) between Aadhaar and EPFO records. Under Para 69(2) of the EPF Scheme 1952 you have a right to full withdrawal after 2+ months of unemployment — and EPFO’s own KYC circular says a suffix mismatch is NOT a disqualification. File this letter via EPFiGMS; resolution is mandated within 30 days.

Inference Wall Clock

3.07s

Nebius Cost Accounting

$0.0183

NIRVAXIS Official Pentagonal Emblem

NIRVAXIS

Bilateral Friction → Resolution · Global Evidence Swarm Engine

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NIRVAXIS drafts filing-ready artifacts; it is not legal advice and does not create an attorney–client relationship. Every artifact is sealed by a red-team loop and should be confirmed before submission. Case data shown is illustrative.

© 2026 NIRVAXIS · Built for the Nebius × NVIDIA Global AI Hackathon