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We study how language models think, fail, and mislead. 1,500+ controlled experiments across six research domains. Open-source tools for AI safety. Patent-pending architectures for prompt injection detection and local model reliability.

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AI research,LLM evaluation,prompt injection detection,AI safety,language model failure,LLM reliability,Little Canary,QuickThink,linguistic infrastructure,AI security,open source AI tools,Hermes Labs,LPCI

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Independent AI research. 1,500+ controlled experiments mapping where language models fail. Open-source tools for AI safety. Patent-pending detection and reliability architectures.

https://hermes-labs.ai/opengraph-image?b001413e24eb8e32

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We study how language models think, fail, and mislead. 1,500+ experiments. Open-source AI safety tools.

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HSTS header missing - vulnerable to protocol downgrade attacks

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Hermes Labs — Independent AI Research

DATA REDACTED

Cloudflare, Inc

hermes-labs.ai

Abuse

Matheus Fernandez Vieira

Vercel, Inc

Joe Haddad

VERCEL-01

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Requests	IP Address	Location	AS Autonomous System
11	66.33.60.130	United States	AS16509Amazon.com, Inc.
11	1	-	-

Security Scan Report: hermes-labs.ai

Summary

AI Security Verdict

Low Risk

Safety Factors

Details

Screenshot

Page Load Overview

Language Analysis

Primary Language

Detection Details

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Primary Category

All Detected Categories

Detected Features

Domain & IP Information

Detected Technologies3

Content Similarity HashesFor malware variant detection

TLSH (Trend Micro Locality Sensitive Hash)

ssdeep (Context Triggered Piecewise Hashing)

sdhash (Similarity Digest Hashing)

Image Hashes

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Scan History