🔐 LyraAuth

Human Verification That
Trains Your AI

Drop-in reCAPTCHA replacement. Every challenge answered is a human-labeled training example added to your pipeline. No Google. No surveillance.

14+ Ways to Prove You're
Human

Unlike image grids, Lyra's challenges test genuine cognitive ability. Bots fail. Humans enjoy them.

🔢

Number Sequence

Find the next number in a pattern — tests logical reasoning.

😊

Emoji Meaning

Interpret emoji combinations — tests cultural and contextual understanding.

🔤

Word Scramble

Unscramble a word — tests vocabulary and pattern recognition.

🎵

Rhythm Pattern

Identify a beat pattern — tests timing and sensory processing.

🌍

Common Knowledge

General knowledge questions that bots can't easily look up.

✏️

Creative Completion

Finish a sentence creatively — tests language generation ability.

🤖

Real or Fake

Distinguish human vs AI text — generates AI detection training data.

Accessibility Label

Describe an image — generates vision model training data.

🎱

Physics Reasoning

Predict physical outcomes — tests spatial and causal reasoning.

💬

Vibe Check

Identify tone and intent — generates emotional intelligence data.

Every Challenge = One
Training Example

Responses are stored as structured JSONL. Quality-filtered (timing + confidence). Exported in three formats: instruction-following, completion, and RLHF preference pairs.

instruction_following completion preference (RLHF)
// Sample training record

{
  "prompt": "Complete the sequence: 2, 4, 8, ?",
  "completion": "16",
  "label": "correct",
  "challenge_type": "sequence",
  "confidence": 0.95,
  "response_ms": 3420
}