MLBridge

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

[MLBridge @mlbridgeAI]

Key links:
- Swap: https://t.co/WM6A7Xi728
- Token: https://t.co/Yl2Ahb4yRC
- Pool: https://t.co/wHBXs9PMBK
- DexScreener: https://t.co/vMwB80Nt2i
@base @BuildOnBase #aerodome #uniswap

[MLBridge @mlbridgeAI]

@anislerouge 🤣

[MLBridge @mlbridgeAI]

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…

[MLBridge @mlbridgeAI]

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

[MLBridge @mlbridgeAI]

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

[MLBridge @mlbridgeAI]

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

[MLBridge @mlbridgeAI]

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

[MLBridge @mlbridgeAI]

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

[MLBridge @mlbridgeAI]

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

[MLBridge @mlbridgeAI]

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

[MLBridge @mlbridgeAI]

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…

[MLBridge @mlbridgeAI]

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

[MLBridge @mlbridgeAI]

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

[MLBridge @mlbridgeAI]

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

[MLBridge @mlbridgeAI]

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

[MLBridge @mlbridgeAI]

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…

[MLBridge @mlbridgeAI]

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

[MLBridge @mlbridgeAI]

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

[MLBridge @mlbridgeAI]

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

[MLBridge @mlbridgeAI]

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

[MLBridge @mlbridgeAI]

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