AletheionGuard
Detect LLM hallucinations before your users do
7 followers
Detect LLM hallucinations before your users do
7 followers
# 🛡️ Stop shipping AI features that hallucinate AletheionGuard is an API that detects when large language models (LLMs) generate unreliable or incorrect information. We call this "hallucination detection."
Hey ProductHunt! 👋 Founder here.
Your LLM just told a user that Mars has a capital city.
By the time your monitoring tool alerts you, 10,000 users saw it. 💥
We built the circuit breaker that prevents this.
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🎯 What is AletheionGuard?
Real-time epistemic safety layer for ANY LLM.
We analyze outputs BEFORE they reach users:
- Q1: Data uncertainty (irreducible noise)
- Q2: Model uncertainty (knowledge gaps)
High Q2 = model is guessing → 🛑 BLOCK
Low Q2 = model is confident → ✅ ALLOW
Works with: OpenAI • Anthropic • Llama • Gemini • Your custom model
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🎮 Try it now (no signup):
→ HuggingFace: https://huggingface.co/spaces/gnai-creator/AletheionGuard
→ Docs: https://aletheionguard.com/docs
⚡ Integrate in 5 lines:
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🎯 Perfect for:
- Healthcare AI (liability reduction)
- Legal tech (accuracy requirements)
- Financial advisors (compliance)
- Customer support (escalate uncertainty)
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📚 Built on 43 pages of research:
https://doi.org/10.13140/RG.2.2.35778.24000
We're the first (and only) inference-time epistemic safety layer.
Open source (AGPL-3.0) + commercial license available.
Ask me anything! 🚀
Swytchcode
Super impressive. Hallucination detection is a huge gap in most AI workflows.
Do you also expose this via public APIs?
@chilarai Thanks! We agree 100%. Hallucination is really one of the biggest problems today.
Yes, we have Huggingface and API Rest ready for testers, researchers and students.
→ HuggingFace: https://huggingface.co/spaces/gnai-creator/AletheionGuard
→ Docs: https://aletheionguard.com/docs
For commercial/closed-source use, see our dual licensing options.
Swytchcode
@aletheion_agi Awesome. Can we connect on LinkedIn to explore potential marketing collaboration?