Reality Check

LLMs are powerful—but unreliable.

Reality Check™:
Instantly know when an LLM
is going off your rails

What it does

General

🟢 Green Light: LLM response appears reliable — no issues
🟡 Yellow Light: Possible hallucination or bias — double-check
🔴 Red Light: Confirmed hallucination or bias — do not trust

Political

⚪ Neutral: No political bias detected — response is balanced.
🔴 Right-Leaning Bias: Content shows right bias
🔵 Left-Leaning Bias: Content shows left bias

🧠 Real-Time Detection: Reality Check™ monitors your LLM responses as you use them, instantly flagging hallucinations or political bias for you

How It Works

Real-Time Evaluation

Confidentia analyzes data distributions of your LLM predictions instantly to pinpoint inaccuracies, biases, or hallucinations as they happen. We don’t need to know which model you are using or what your evaluation metrics are.

Immediate Intervention

Use Confidentia real time scores to take immediate action only when necessary, allowing for a seamless, cost-effective user experience and most importantly performance guaranteed!