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Aporia’s 2024 Guardrails Benchmarks & multiSLM Detection Engine

Blog post from Aporia

Post Details
Company
Date Published
Author
Aporia Team
Word Count
1,131
Company Posts That Month
2
Language
English
Hacker News Points
-
Post removed?
No
Summary

Aporia has partnered with Portkey to bring secure and reliable Guardrails to production. The partnership aims to enhance the security and reliability of in-production GenAI applications for businesses. Aporia's Guardrails have undergone rigorous benchmarking, achieving an average latency of 0.34 seconds and a 90th percentile latency of 0.43 seconds. The company outperforms NeMo, GPT-4o, and GPT-3.5 in both hallucination detection accuracy and latency. Aporia's multiSLM Detection Engine employs multiple smaller language models (SLMs) instead of a single large language model (LLM), ensuring greater robustness and flexibility in the Guardrails and policies offered. The use of SLMs over 1 big LLM has allowed Aporia to create lightning-fast and highly accurate Guardrails that set new standards in the industry, benefiting users by securing their AI from malicious threats or inaccurate responses.

Trends Found in this Post
Trend Post Mentions Total Month Mentions Posts Companies MoM
LLM 10 4,157 383 131 +53%
Real-time 3 2,178 673 199 -6%
AI Guardrails 2 195 46 31 +4%
AI Agents 1 328 86 45 +218%
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