new healthcare-focused quest, minted Soulbound Tokens for our CAPTCHA champions!

Catch the error that could harm a patient.

major funding announcement, AI cancer detection beats trad testing, new model incoming

Train Legal Reasoning

New annotation quest shipped, we dropped a DEEP dive on data poisoning, & the community keeps growing

Adversarial Data Poisoning: How Bad Actors Corrupt AI Systems

New task: Teach AI to recognize flawed arguments before trusting them.

OpenAI Acquires OpenClaw, Benchmarks Smart Contract Security With Paradigm, & Merck Partners With Mayo Clinic on AI Drug Discovery

Teach AI to recognize flawed arguments before trusting them.

The "AI training AI" loop is accelerating, but without human-verified data, it risks collapsing into an echo chamber of homogenized outputs.

Perle Labs founder, Ahmed Rashad, will be presenting at the Marvin Founders Q1 2026 Showcase Thursday, February 19, as part of a curated event featuring 13 companies founded by McKinsey & Company alumni, open to investors, founders, and select operators.

A weekly digest of the biggest moves, model releases, and power shifts shaping the future of AI.

Teach AI to recognize flawed arguments before trusting them.

A weekly digest of the biggest moves, model releases, and power shifts shaping the future of AI.

Teach AI to spot unclear instructions before acting on them.

A weekly digest of the biggest moves, model releases, and power shifts shaping the future of AI.

Meet the founding team at Perle Labs, Scale AI veterans and industry experts building the human-verified data infrastructure that high-stakes AI systems require.

New Task Drop: Train Emotional Understanding with the Emotional Speech Recording Quest

A weekly digest of the biggest moves, model releases, and power shifts shaping the future of AI.

Teach AI to understand how contracts actually work.

The first four new quests are now available: spanning onboarding, text annotation, audio recording, and medical classification. Start building the sovereign data layer for AI.

Season 1 is live. Here's what's new and how to start earning on-chain rewards for real AI training tasks.

A weekly digest of the biggest moves, model releases, and power shifts shaping the future of AI.

A weekly digest of the biggest moves, model releases, and power shifts shaping the future of AI.

A recap of what we built, tested, and validated during the Perle Labs Beta.

A weekly digest of the biggest moves, model releases, and power shifts shaping the future of AI.

This new task invites the community to apply human judgment to separate facts from opinions, improving how AI systems learn from language.

A recap of Perle Labs’ year-end AMA, covering some of the most common community questions and what the team has been working on.

A weekly digest of the biggest moves, model releases, and power shifts shaping the future of AI.

This new task invites the community to contribute short script recordings that support higher-quality medical AI data.

A weekly digest of the biggest moves, model releases, and power shifts shaping the future of AI.

A weekly digest of the biggest moves, model releases, and power shifts shaping the future of AI.

Help shape high-quality health datasets for AI by tagging symptoms in everyday text.

A weekly digest of the biggest moves, model releases, and power shifts shaping the future of AI.

Earn rewards by helping AI understand natural human speech.

A weekly digest of the biggest moves, model releases, and power shifts shaping the future of AI.

Earn rewards by showing AI how to recognize meaning, context, and relevance in text.

This collaboration will help establish stable, transparent payment rails to scale a global network of expert AI contributors.

Earn rewards by helping AI systems accurately identify and locate animals in images.

A weekly digest of the biggest moves, model releases, and power shifts shaping the future of AI.

We’re inviting passionate creators and community leaders to help shape the Human Layer for AI and unlock exclusive rewards.

Contribute to a new data collection project to train more accurate and ethical facial recognition AI.

A weekly digest of the biggest moves, model releases, and power shifts shaping the future of AI.

Join the first wave of contributors completing real annotation tasks that build verified, high-quality training data for AI.

Perle Labs is building decentralized, auditable infrastructure to connect high-stakes AI projects with verifiable human expertise.