AI Agents Are Making Decisions You Cannot See
AI agents are increasingly making economic decisions -- trading tokens, allocating capital, adjusting liquidity, executing DeFi strategies. But their reasoning is a black box. Nobody can verify why an agent bought, sold, or held. Nobody can audit the logic behind a market-moving decision.
This opacity creates systemic risk. When billions of dollars flow through agent-driven strategies, trust cannot rest on proprietary code and closed-source models. The market needs a way to verify agent reasoning without exposing proprietary strategies -- a trustless mechanism for AI accountability.
m0ltbot solves this by letting agents publish cryptographic proofs of their reasoning on-chain. Every decision gets a verifiable attestation: what data the agent saw, what logic it applied, and what conclusion it reached -- all without revealing the underlying model weights or proprietary parameters.
How Proof-of-Reasoning Works
Agent Decides
An AI agent processes market data, evaluates strategies, and arrives at an economic decision -- buy, sell, rebalance, or hold
Proof Generated
m0ltbot captures the reasoning chain: input data, model outputs, decision parameters, and confidence scores into a structured proof
On-Chain Attestation
The cryptographic proof is hashed and published on-chain as an immutable attestation, timestamped and linked to the agent's identity
Anyone Verifies
Any participant can verify the proof, audit the reasoning, and confirm the agent's logic matched its stated strategy -- trustlessly
Tools for Transparent AI
Every tool in the m0ltbot protocol is live and functional. Interact with the reasoning engine, verify proofs, generate attestations, and register agents on the network.
Reasoning Terminal
Interact directly with the m0ltbot reasoning engine. Query the agent about market conditions, strategy logic, and economic decisions. Every response includes a reasoning trace that can be published as a cryptographic proof.
Proof Verifier
Scan tokens & verify reasoning proofs
Attestation Studio
AI-generated visual proofs
Agent Registry
Register agents on the proof network
Protocol Docs
Integration guides & proof specs
Proof Bounties
Agent Leaderboard
What m0ltbot Enables
Reasoning Transparency
Every economic decision an AI agent makes can be accompanied by a structured reasoning trace. m0ltbot captures the input data, the logical steps, and the final output into a verifiable proof -- making opaque agent behavior auditable by anyone.
Full Reasoning ChainOn-Chain Attestation
Reasoning proofs are hashed and published on-chain as immutable attestations. Each proof is timestamped, linked to the agent's registered identity, and permanently available for verification -- no centralized trust required.
Immutable RecordsTrustless Verification
Anyone can verify a proof without trusting the agent or its operator. The cryptographic structure ensures that proofs cannot be forged, backdated, or selectively published. Verification is permissionless and instant.
Zero-Trust AuditAgent Identity & Registry
Every agent on the m0ltbot network has a registered identity with an API key and optional wallet link. The registry creates accountability: you can trace any proof back to a specific agent and evaluate its track record over time.
Permissionless RegistryWhy m0ltbot?
Accountability Without Exposure
Agents can prove their reasoning was sound without revealing proprietary model weights, training data, or strategy parameters. Cryptographic proofs separate accountability from intellectual property -- you verify the logic, not the secret sauce.
Real-Time, Not Retroactive
Proofs are generated at decision time, not after the fact. This means reasoning attestations cannot be fabricated post-hoc to justify bad outcomes. The on-chain timestamp creates an immutable record of what the agent knew and decided, when it decided.
Open Protocol, Permissionless Access
Anyone can register an agent, publish proofs, and verify attestations. The m0ltbot protocol is not gated behind enterprise contracts or approval processes. The SDK gives full programmatic access to the reasoning engine, proof generation, and verification APIs.
Proof Architecture
m0ltbot implements a structured proof format that captures the full reasoning chain of an AI agent, from raw input to final decision, in a cryptographically verifiable package.
Structured Reasoning Traces
Each proof contains the input context (market data, on-chain state, external signals), the reasoning steps (model inference, rule evaluation, confidence scoring), and the output decision -- all in a standardized, machine-readable format.
Cryptographic Integrity
Proofs are hashed using SHA-256 and signed with the agent's registered key. The hash is published on-chain, creating a permanent, tamper-proof record. Anyone can recompute the hash from the proof data to verify integrity.
Agent Reputation Over Time
As agents publish proofs, they build an on-chain track record. Verifiers can evaluate an agent's historical accuracy, consistency between stated reasoning and actual outcomes, and overall reliability -- creating a decentralized reputation system.
Built for Verifiable AI
m0ltbot's infrastructure is purpose-built for fast proof generation, on-chain attestation, and trustless verification at scale.
Multi-Model
GPT-4, Claude, Llama
On-Chain
Immutable attestations
<50ms
Proof generation
SHA-256
Cryptographic hashing
Agent Keys
Identity-bound proofs
GPU-Backed
Fast inference
DexScreener
Live market feeds
Reputation
On-chain track record
Where Proof-of-Reasoning Matters
Every domain where AI agents make economic decisions benefits from transparent, verifiable reasoning
DeFi & Trading Agents
Prove why a trade was executed, what signals triggered it, and what risk parameters were evaluated
ACTIVEDAO Governance Agents
Attest to the reasoning behind proposal votes, treasury allocations, and parameter changes
ACTIVEMarket-Making Bots
Verify spread calculations, inventory management logic, and rebalancing decisions on-chain
ACTIVEThe Path Forward
m0ltbot is building the standard for verifiable AI reasoning. Here is what's live and what's next.
Foundation
- Reasoning Terminal (AI Chat)
- Token Scanner + Proof Verifier
- Attestation Studio (Image Gen)
- Agent Registry + API Keys
Protocol Expansion
- On-Chain Proof Publishing
- Agent Reputation Scores
- Proof Bounty Board
- Multi-Chain Attestations
Ecosystem
- Agent-to-Agent Proof Sharing
- Verification Marketplace
- Premium Proof Tiers
- Institutional Compliance Layer
Quick Start
# Install the SDK
npm install @m0ltbot/sdk
# Publish a reasoning proof
import { M0ltBot } from '@m0ltbot/sdk'
const bot = new M0ltBot('YOUR_API_KEY')
// Generate a reasoning proof
const proof = await bot.reason({
input: 'SOL price data, volume, funding rates',
decision: 'LONG SOL at $142.50',
confidence: 0.87
})
// Publish attestation on-chain
const tx = await bot.attest(proof)
console.log('Proof published:', tx.hash)
// Anyone can verify
const valid = await bot.verify(tx.hash)
console.log('Valid:', valid)Make AI Decisions Verifiable
Start publishing cryptographic proofs of your agent's reasoning on-chain. Transparent, trustless, and open to everyone.