audioFirst
Agonist Architecture

Walk More.
Know More.

A source-backed practice and proof engine that turns claims into activities, attempts, and durable proof of competence.

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Cybernetic Body

Spaceship-level Efficiency.

We completely reimagined the flashcard app model to build a dedicated, ultra-modern proof engine.

01

Audio-First Sessions

Don't stare at your screen. Listen to prompts and speak your recall. Visual fallback is always available when you need it.

iPhone App Demo
02

Source-Backed Claims

Every fact we teach traces to a verified Source with freshness tracking. No more outdated information.

03

Offline-First

Full practice flow works without network. Sync is opportunistic, not required.

04

FSRS Scheduling

Powered by the advanced FSRS v6 scheduler to ensure you review material precisely when you're about to forget it.

Experience the Audio-First Flow

Don't just read about it. Put on your headphones and try a zero-click session right now inside our iOS interface.

🎧 Fully hands-free — for real. Eyes on the road, not the screen: grade cards with your voice.

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Hands-free mode Voice commands + auto-reveal after 10s

What is Constitutional AI, and how does it differ from standard RLHF?

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What is Constitutional AI, and how does it differ from standard RLHF?

Constitutional AI is Anthropic's training method that gives an AI a set of written principles, or a constitution, to evaluate its own outputs. Unlike standard RLHF, which requires extensive human labeling of outputs, Constitutional AI uses AI-generated feedback guided by these principles, making it more scalable and transparent.

Constitutional AI: Harmlessness from AI Feedback - Anthropic Research

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