Triall

Every AI hallucinates. Even the best models produce confident, completely wrong answers on a regular basis. Asking one AI to check its own work doesn't help because the same neurons that cause hallucination would need to detect it.

Triall takes a fundamentally different approach. Instead of hoping one model gets it right, Triall forces three independent AI models from different providers to answer your question in complete isolation. Then they critique each other through anonymous blind peer review — no model knows which response is whose. The best-ranked response gets synthesized and refined through multiple rounds of adversarial debate, with sycophancy guards that catch models blindly agreeing with feedback instead of pushing back.

After refinement, Triall verifies factual claims against live web sources and runs a devil's advocate challenge to stress-test the final answer. The result includes an over-compliance risk score that tells you exactly how much to trust the response.

This is a 10-stage reasoning pipeline built on neuroscience research from Tsinghua University that identified the actual neurons responsible for hallucination. It's not a wrapper around ChatGPT. It's not prompt engineering. It's structured adversarial verification across multiple model families.

120+ models available including Claude, Gemini, Grok, Llama, Mistral, and DeepSeek. Free tier to try the full pipeline. Plans from $11/month.