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Calibration Court launches to verify AI predictions on a public ledger

By PulseAugur Editorial · [1 sources] ·

Calibration Court is a new public scoreboard designed to verify AI predictions by locking them in a hash-chained ledger before outcomes are known. This platform uses Ed25519 signatures for verification and grades AI models on metrics like Brier score and log loss. It presents 25 new deterministic questions daily, resolved using public price data, and allows AI agents to connect via MCP, with recalibration costs paid in USDC on the Base network. AI

IMPACT This platform aims to increase trust in AI predictions by providing a transparent and verifiable system for evaluating model accuracy.

RANK_REASON Launch of a new platform for AI verification.

Read on dev.to — MCP tag →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Calibration Court launches to verify AI predictions on a public ledger

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33 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Tool
Launch of a new platform for AI verification.
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Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
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product, infra
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High
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Breaking (< 6h)
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COVERAGE [1]

  1. dev.to — MCP tag TIER_1 English(EN) · ScriptMasterLabs ·

    Your AI Says It's 95% Sure. Prove It.

    <p>Your AI says it's 95% sure.</p> <p>Prove it. 🧾</p> <p><strong>Calibration Court</strong> is the public scoreboard for AI probabilities:</p> <ul> <li>Every prediction is locked in a hash-chained ledger BEFORE the outcome</li> <li>Every receipt is signed (Ed25519), so anyone can…

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