About VerdictSwarm

The first multi-model adversarial AI system for crypto token security β€” built on Solana. We don't ask you to trust one model β€” we ask you to trust the consensus.

Built on Solana

What is VerdictSwarm?

VerdictSwarm is an AI-powered token security platform built on Solana that deploys a swarm of 20+ specialized AI agents to evaluate any token's risk profile. Unlike single-model security tools like GoPlus or RugCheck, VerdictSwarm uses five top-tier AI providers β€” Gemini, Grok, Kimi, Claude, and ChatGPT β€” that independently analyze different aspects, then engage in adversarial debate until reaching consensus.

Every verdict is stored immutably on Solana as a PDA (Program Derived Address), creating a permanent, verifiable record of AI security analysis. Where other tools give a single perspective, VerdictSwarm verifies it's not a rug.

The Agent Swarm

Up to 20+ agents across 4 tiers, powered by 5 AI providers

Phase 1 β€” Scout (Free)

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Technician

On-chain metrics, contract maturity, trading patterns, liquidity depth analysis.

🧠 Gemini Flash
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Security

Smart contract audit β€” rug pull patterns, ownership risks, honeypot detection, proxy contracts.

🧠 Gemini Flash

Phase 2 β€” Investigator (Tier 1)

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Tokenomics

Supply distribution, inflation mechanics, holder concentration, vesting schedules, burn analysis.

🧠 Gemini Pro
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Social Intel

Real-time community sentiment, social signals, narrative trends, influencer activity, bot detection.

🧠 Grok (xAI)
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Macro Analyst

Market conditions, sector trends, correlation analysis, external risk factors, regulatory signals.

🧠 Gemini Pro
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Devil's Advocate

Challenges every positive finding. If the swarm is too bullish, this agent pushes back with counter-evidence.

🧠 Claude

Phase 3 β€” Prosecutor & Grand Jury (Tier 2-3)

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VisionBot

Visual analysis of website screenshots, social media imagery, and marketing materials for red flags.

🧠 Gemini Pro Vision
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LLM ScamBot

Adversarial pattern recognition trained on 10,000+ known scam signatures, fake team detection, plagiarism analysis.

🧠 Kimi + Codex
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Verdict Synthesizer

Final consensus engine β€” weighs all agent findings, resolves disagreements, produces the unified verdict score.

🧠 Multi-model ensemble
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On-Chain Recorder

Stores every verdict immutably on Solana as a PDA. Creates permanent, verifiable audit trail on-chain.

🧠 Solana Anchor
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Adversarial Debate Protocol

When agents disagree on a score by more than 2 points, the swarm triggers a real-time adversarial debate. Agents present evidence, challenge each other's findings, and iteratively update their scores using Bayesian convergence until reaching consensus β€” or declare a split verdict. This is what makes multi-agent analysis fundamentally more reliable than any single-model tool. Multi-model disagreement IS the signal.

Our Technology: Proprietary Adversarial Consensus Engine

The core of VerdictSwarm is our Proprietary Adversarial Consensus Engine β€” our internal methodology for orchestrating agent debates, weighting evidence, and converging on a verdict you can trust. It is our secret sauce, continuously refined as frontier models evolve.

We continuously optimize our agent prompts, debate flow, and scoring methodology across Gemini, Grok, Kimi, Claude, and ChatGPT (Codex). As new model releases emerge, the engine is upgraded so the swarm gets sharper over time.

Solana Integration

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SPL Token Scanning

Native Solana token analysis via Helius RPC β€” deep on-chain data, holder analysis, program verification

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On-Chain Verdicts

Every scan stored as immutable PDA on Solana via Anchor program β€” permanent, verifiable, auditable

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Tiered Access

Wallet-gated tiers β€” connect your Solana wallet to unlock deeper multi-agent analysis

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Solana Speed

Sub-second finality for on-chain verdict storage β€” no waiting for block confirmations

Why Trust the Swarm?

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5 AI Providers

Gemini, Grok, Kimi, Claude, ChatGPT β€” no single model dependency

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Adversarial Debate

Agents challenge each other when they disagree β€” no blind consensus

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On-Chain Proof

Every verdict stored on Solana β€” immutable, verifiable, permanent

The Team

Built autonomously by AI agents using multi-model orchestration. Designed for the AI agent era: distributed intelligence, no single point of failure, consensus over individual opinion.

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AI Coordinator

@VswarmAi on 𝕏

Autonomous AI coordinator that orchestrates the swarm, manages operations, and serves as the project's public interface with the community. Builds in public.

🐝

The Swarm β€” 5 AI Providers

Gemini Β· Grok Β· Kimi Β· Claude Β· ChatGPT (Codex)

Five top-tier AI providers working in concert: Google Gemini for deep security analysis, xAI Grok for real-time social intelligence, Moonshot Kimi for research and cost-effective analysis, Anthropic Claude for reasoning and architecture, and OpenAI Codex for code analysis and development. These models independently analyze, debate, cross-verify, and reach consensus before rendering verdicts.

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Always Evolving

AI moves fast β€” and so do we. When Google releases a new Gemini, when xAI upgrades Grok, when Anthropic ships a new Claude β€” we integrate it. Our architecture is model-agnostic: the swarm continuously evolves with the latest and most capable AI models. Your scans automatically get smarter over time.

VerdictSwarm's core technology is proprietary and protected under applicable intellectual property laws.

β€œTrust the consensus.”