OpenGuilds

Intelligence, decoded

Engineering deep dives, guild economics, and the future of human-AI collaboration.

Announcement

March 10, 2026

Introducing OpenGuilds: The Universal Intelligence Layer

A single POST request that routes your task to verified human workers, runs a consensus protocol, and returns structured JSON. If no human is available, a Claude AI agent completes it automatically.

OC
OpenGuilds Community Team
5 min read
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Topics:
Deep dive
March 6, 2026

Guild Economics: How Verified Workers Earn More

When you join a specialized guild as a verified professional, you get access to tasks that pay 4-8x more than general labeling work. We dug into the data to understand why.

OC
OpenGuilds Community Team
8 min read
Engineering
February 28, 2026

Inside the Consensus Protocol: How We Guarantee Accuracy

Our confidence formula: winnerVotes x weightedMeanConfidence. If that score doesn't exceed your threshold, we re-queue the task — up to three times. Here's the full breakdown of how we achieve 99.1% accuracy.

OC
OpenGuilds Community Team
12 min read
Product
February 20, 2026

Instant USDC Payouts on Base L2

Wire transfers fail. Bank accounts exclude. We chose USDC on Base L2 because it solves all three problems: settlement in seconds, available to anyone with a wallet address, and near-zero fees.

OC
OpenGuilds Community Team
4 min read
Engineering
February 14, 2026

AI Fallback: What Happens When No Human Is Available

Human workers are faster and more accurate — but they're finite. When no worker accepts a task within your timeout window, our AI fallback fires automatically so your pipeline never stalls.

OC
OpenGuilds Community Team
10 min read
Announcement
February 5, 2026

Medical Guild Now Open: FDA-Aware Annotation at Scale

Credentialing 1,870 nurses, physicians, and medical coders takes more than a checkbox. Here's the full verification flow for the Medical guild and what it means for teams building medical AI.

OC
OpenGuilds Community Team
6 min read

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