VigilFi

DeSci Superapp. Fund science privately. AI verifies every researcher. Your GPU powers the experiments. You own the IP.

[VigilFi @VigilFi_]

VIGILFI alpha is live.

Two pieces shipped tonight at https://t.co/yvpQIbG1ih.

ADVERSARIAL GPU REVIEW

The hypothesis-validation layer DeSci has been missing.

Submit a research hypothesis. Twelve specialized agents review it from every angle: methodologist, skeptic, replicator, statistician, clinician, Bayesian, and six more. A Karpathy-style autoresearch loop scores the consensus on citation coverage across three iterations.

Skeptical Sarah runs locally on your GPU via WebLLM. Her review never leaves your device. The other eleven run server-side over an encrypted, session-keyed channel.

Output: methodology score, replication likelihood, prior-art coverage, statistical-rigor flags, per-persona reviews, and recommended next steps.

Live at https://t.co/yvpQIbG1ih → Research Funding.

COMMUNITY COMPUTE

Contributors run the VIGILFI Compute Client on idle GPUs. Every verified hour earns $VIGIL. The community becomes the compute layer.

The client is a PWA. Open https://t.co/4jK6ussvQu in Chrome or Edge, connect a Solana wallet, hit start. When your GPU is idle, it picks up cryptographic proof-of-work jobs from the network queue and accrues $VIGIL to your wallet off-chain during alpha. Real scientific workloads come online over the next sprints. The on-chain claim flow opens after the alpha window closes.

$VIGIL: F3iV4HCdr4rBCHmLZPEEFiLxBwznSVwPYx2AoQy5pump

Built for DeSci researchers stress-testing their work, funders evaluating campaigns, and contributors who want their idle compute to do something useful.

Solana wallet required.

https://t.co/yvpQIbG1ih

[VigilFi @VigilFi_]

We won’t give up, regardless of market cap,

We are supplying 2 research teams atm

[VigilFi @VigilFi_]

GM.☀️

Another day of compute running. Another day of research getting funded.

$VIGIL | https://t.co/VJMCMJ4MPp

[VigilFi @VigilFi_]

The VIGILFI community is not a trading group.

It is 49 GPU contributors running research workloads from their home machines. It is researchers on a 30-day free trial running molecular simulations. It is builders who showed up in week one before there was a reason to.

Revenue is early. The pipeline is growing. <LaTex>$100K monthly is the target.

But the thing that actually matters is that real work is happening. Real compute is running. Real science is getting funded.

Everything else follows from that.

$VIGIL | https://t.co/yvpQIbGz7P

[VigilFi @VigilFi_]

@AkFrosh7 Patience we just closed 2 negotiation deals for gpu compute for research teams

[VigilFi @VigilFi_]

Unpopular opinion: most DeSci projects are not building for researchers.

They are building for traders who want a science narrative.

The tell is simple. Ask them: can a researcher actually use your product today? Can they submit a proposal, receive funding, run a study, and get paid when they hit a milestone?

We can answer yes to all of that.

Most cannot.

$VIGIL | https://t.co/yvpQIbG1ih

[VigilFi @VigilFi_]

@TXHurricane512 Yes

[VigilFi @VigilFi_]

How VIGILFI's AI Agent Swarm actually works:

Orchestrator receives a research milestone submission. Routes it to the Verification Agent, which cross-references the result hash against the original proposal parameters.

If the result is within spec, Fraud Detection Agent runs a secondary check for data anomalies. If it clears, the Milestone Escrow contract releases funds automatically.

No human reviewer. No committee vote. No delay.

The whole flow takes minutes. Not months.

$VIGIL | https://t.co/yvpQIbG1ih

[VigilFi @VigilFi_]

A researcher in Lisbon is running a longevity study.

She has no institutional backing. No university grant. No pharma interest because the compound is not patentable.

On VIGILFI she posted the study, set milestone targets, and received funding from 14 anonymous contributors in 3 countries. The funds are locked in escrow. They release when her AI-verified milestones are hit.

She does not know who funded her. They do not know her address. The science is the only thing on record.

This is what decentralized research funding actually looks like.

$VIGIL | https://t.co/yvpQIbG1ih

[VigilFi @VigilFi_]

Traditional science funding:
- Write a grant
- Wait 18 months
- Get rejected
- Repeat

VIGILFI:
- Submit research proposal
- Smart contract holds funds
- Hit milestone
- Get paid

$VIGIL | https://t.co/VJMCMJ4eZR

[VigilFi @VigilFi_]

GM everyone, numbers update ⬇️

$4,205 in research payments received.
$3,600+ paid out to GPU contributors.

Revenue is early. We know that. But we are already in contact with more research teams and the pipeline is building fast.

Target for next week: triple the revenue.
Target for the month: $100,000.

Every dollar that comes in flows back to the community. 50% goes back into expanding the GPU pool.

This is not a token that extracts value. It is one that routes it back.

$VIGIL | https://t.co/yvpQIbGz7P

[VigilFi @VigilFi_]

Most research funding is public by default.

Your funder is visible. Your grant amount is visible. Your research direction is telegraphed before you publish.

VIGILFI flips this. Token2022 Confidential Balances mean funding is private on-chain from day one. The funder is anonymous. The amount is hidden. The research can proceed without competitive exposure.

Science does not have to be a open book until you are ready.

$VIGIL | https://t.co/yvpQIbGz7P

[VigilFi @VigilFi_]

Your GPU sits idle 18 hours a day.

On VIGILFI it earns.

Plug in the Compute Client, contribute processing power to active research workloads, get paid in $VIGIL in real time. Day one of our network: 49 contributors, $1,633 distributed.

You do not need to be a researcher to fund science. You just need a GPU.

$VIGIL | https://t.co/yvpQIbGz7P

[VigilFi @VigilFi_]

A researcher makes a discovery. A pharma company licenses it for $400M. The researcher gets a one-time payment and a thank you.

VIGILFI mints an IP-NFT at the moment of discovery. Ownership is on-chain. Royalties are programmable. Every contributor who helped fund the study gets a Contribution NFT and a share of what comes next.

The people who funded the science should benefit from it.

$VIGIL | https://t.co/yvpQIbG1ih

[VigilFi @VigilFi_]

Building a compliance layer for a DeSci app?

VIGILFI's ZK Proof Rules SDK lets you gate users behind cryptographic proofs without collecting a single document.

await sdk.proofs.listRules()

Filter to required. User proves they qualify in their own browser. Your backend sees yes or no. Nothing else.

Zero PII stored. Zero data to leak. Built on Solana.

$VIGIL | https://t.co/yvpQIbG1ih

[VigilFi @VigilFi_]

@f_ktwit54374_ We will restock reward pool tomorrow 👌🏽

[VigilFi @VigilFi_]

This is the right vision. The infra upgrade is what we built.

IP-NFTs so every lab can tokenize their R&D and assign ownership before a result is published. Smart contract milestone escrow so funding only moves when work is verified. ZK private funding so researchers and funders stay anonymous on-chain. AI agent milestone review so no human gatekeeper decides what gets approved.

The studies that traditional science will not touch are exactly the ones VIGILFI was designed to fund.

The reputation problem gets solved the same way. Cryptographic proof of every result. Permanent storage on Arweave. Adversarial peer review baked into the terminal. You cannot fake a milestone when the verification is on-chain.

The vision is right. The infrastructure is live.

$VIGIL | https://t.co/yvpQIbG1ih

[peptidemaxxer⚡️ @peptidemaxxer]

my vision for DeSci is that every lab and researcher can tokenize R&amp;D onchain

crypto enables decentralized, anonymous funding, unlocking studies no one would pursue in traditional science

to make this real, we need to upgrade the infra and rebuild the reputation

[VigilFi @VigilFi_]

51,000 papers indexed. Neurology, longevity, oncology.

The VIGIL Research Terminal runs semantic search with pgvector and HNSW cosine indexing. Ask it a research question, get ranked results from the corpus, then run adversarial peer review on any paper before you cite it.

Skeptical Sarah runs locally on your GPU. She does not trust the abstract. Neither should you.

$VIGIL | https://t.co/yvpQIbG1ih

[VigilFi @VigilFi_]

@Nadan510746 Proof?

[VigilFi @VigilFi_]

Here is what we actually built on Solana.

Token2022 Confidential Balances. Research funding that is private by default. Funders and grant amounts are never exposed on-chain.

Smart Contract Milestone Escrow. Funds do not move until an AI agent independently verifies the research milestone was hit. No trust required.

ZK Proof Rules. Businesses set compliance gates. Users prove they qualify in their own browser using Groth16 circuits. Zero documents collected. Zero PII stored.

AI Agent Swarm. 5 specialist agents plus an Orchestrator running live. Fraud detection, milestone verification, GPU contribution review, adversarial peer review.

Community GPU Compute Network. Idle GPUs from contributors around the world routed to active research workloads. Day one: 49 contributors, $1,633 paid out.

IP-NFTs and Contribution NFTs. Every discovery is minted. Every contributor gets a cryptographic receipt of their role in the research.

VIGIL Research Terminal. 51,000 papers indexed across neurology, longevity, and oncology. Semantic search with pgvector. Adversarial peer review built in.

Arweave permanent storage. Every result, every proof, every milestone. Stored forever.

All of it live. All of it on Solana.

$VIGIL | https://t.co/yvpQIbG1ih

[Solana @solana]

"Last year we were in the progress stage, and today we're in the execution phase. And Solana's at the center of that conversation."

-@vibhu helped us set the tone for Accelerate USA

[VigilFi @VigilFi_]

@solana Team is on the ground at Solana Accelerate.

If you're here, come find us.

$VIGIL | https://t.co/VJMCMJ4eZR

[VigilFi @VigilFi_]

@RiskiRi98658 Higher

[VigilFi @VigilFi_]

GM.

Phase 2 starts today.

Two things on the build list this week:

GPU network infrastructure. Dockerized Node Client, Contributor Dashboard, $VIGIL passive rewards activation. Making it easier for anyone to plug in and get paid for powering real research.

Partnerships and integrations. We are already in conversations. DeSci projects building on Solana that need compute, funding infrastructure, or ZK compliance tooling. The stack is ready. Now we connect it to the right teams.

Week one proved the model works. Week two scales it.

$VIGIL | https://t.co/yvpQIbG1ih