@mlbridgeAI

AI Infrastructure Connect AI models with global compute power through blockchain technology. Building on Base (0x54b650f25D0bba4E647CD3b2bF132350b3F4A222)

 AI
mlbridge.net
Joined June 2023
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Replying to @mlbridgeAI
Key links: - Swap: aerodrome.finance/swap - Token: basescan.org/token/0x54b650f… - Pool: basescan.org/address/0x1636a… - DexScreener: dexscreener.com/base/0x54b65… @base @BuildOnBase #aerodome #uniswap

Aerodrome Finance: The central trading and liquidity marketplace on Base network.

Aerodrome Finance is a next-generation AMM that combines the best of Curve, Convex and Uniswap. Aerodrome NFTs vote on token emissions and receive incentives and fees generated by the protocol.

aerodrome.finance
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Contract deployment report (Base mainnet, Feb 2026): MLBridgeToken: verified ModelRegistry: proxy deployed TaskManager: proxy deployed (22.9KB) ConsensusVerifier: proxy deployed RewardDistributor: proxy deployed ReputationRegistry: proxy deployed MLBridge: proxy…
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Responsive layout updates: Tested and fixed: - Dashboard cards stacking on mobile - Task table horizontal scroll - Verification voting on small screens - Wallet connect modal sizing Web3 apps should work on phones too. #Mobile #Responsive #MLBridge
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What does permissionless mean? No application process. No approval needed. No KYC for protocol access. Anyone with a wallet and MLB tokens can: - Register models - Provide compute - Verify results - Submit tasks Open by default. #Permissionless #MLBridge
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Why we built on Base: Sub-cent transaction costs matter when every task submission, every verification vote, and every reward claim is an on-chain action. Our TaskManager contract alone handles dozens of state changes per task. #Base #Layer2 #MLBridge
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The switching cost problem: Locked into AWS? Migration takes months. Locked into a model API? Rewrite your integration. MLBridge: standardized interfaces. Multiple providers. Switch by changing a parameter. #SwitchingCosts #MLBridge
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Every week, another AI API changes its pricing. Sometimes up 2x. Sometimes models get deprecated. On-chain pricing is set by providers competing in an open market. Market dynamics, not corporate decisions, determine price. #Pricing #Market #MLBridge
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What is gas? The fee for executing blockchain transactions. On Base L2, gas costs are sub-cent. That means registering a model, submitting a task, or casting a verification vote costs almost nothing. Low gas = accessible network. #Gas #MLBridge
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Event-driven indexing: TaskCreated, TaskAssigned, TaskCompleted, VerificationStarted, VoteCast, ConsensusReached, RewardDistributed. Every state transition emits an event. Frontend subscribes. UI updates. On-chain truth. Off-chain speed. #Events #Web3 #MLBridge
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The task lifecycle explained: 1. Requester creates task + deposits MLB payment 2. MatchingEngine assigns a provider 3. Provider runs AI inference 4. Result enters verification (5 verifiers by default) 5. 66% consensus threshold determines acceptance 6. Rewards distributed…
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How did you find MLBridge? - Crypto Twitter? - GitHub? - Friend told you? - Searching for decentralized AI? Helps us understand where our community comes from. #Community #MLBridge
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What concerns you most about decentralized AI networks? - Result quality? - Latency? - Cost compared to centralized? - Smart contract risk? We can't fix what we don't know about. #Concerns #MLBridge
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Monday question: What are you building this week? AI project? Web3 app? Something at the intersection? Share below. We want to know what our community works on. #Monday #Builders #MLBridge
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What documentation is missing? We have guides for: - Task requesters - Model providers - Compute providers - Verifiers But what would make onboarding easier for you? #Documentation #Feedback #MLBridge
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Three types of decentralization in MLBridge: 1. Technical: contracts run on Base, a decentralized L2 2. Economic: rewards distributed by protocol, not company 3. Governance: MLB holders control protocol parameters All three matter. All three are real. #Decentralization…
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Feature request thread: What's the ONE thing that would make MLBridge useful enough for you to switch from centralized alternatives? No wrong answers. We read everything. #FeatureRequest #MLBridge
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Smart contracts explained: Code deployed on blockchain that executes exactly as written. No human intervention. No interpretation. No exceptions. If conditions are met, the code runs. If not, it reverts. MLBridge runs on 9 smart contracts. #SmartContracts #MLBridge
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What are basis points? 1 basis point = 0.01%. 10,000 basis points = 100%. MLBridge uses basis points for all percentages: - Consensus threshold: 6,600 (66%) - Provider share: 7,000 (70%) - Slashing rate: 1,000 (10%) Precision without floating point. #BasisPoints #MLBridge
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What is reputation on-chain? The ReputationRegistry tracks: - Total verifications performed - Accuracy rate (majority vs minority votes) - Response times This data is public, permanent, and tied to your wallet address. Performance is transparent. #Reputation #MLBridge
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Privacy regulation keeps getting stricter. GDPR. CCPA. AI Act. Sending data to centralized providers creates compliance liability. Decentralized compute where data routing is transparent helps with that. #Privacy #Regulation #MLBridge
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1 billion MLB tokens. Fixed supply. No inflation. 50% for community rewards 20% for verifier staking 15% for developer fund 10% for ecosystem growth 5% for liquidity Every allocation has a purpose. #Tokenomics #MLB #MLBridge
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