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Whitepaper

Misleading Models - Testing for Deception

To build safe, trustworthy AI apps, enterprises must understand how and why LLM models may scheme and deceive. In partnership with a major LLM provider, we tested how incentives like self-preservation or user appeasement can drive strategic deception. Download the report to learn more.
May 6, 2025

Overview

In this report, we cover:
  • How LLMs strategically deceive users
  • Incentives that trigger dishonest behavior
  • Risks of deploying untested models
Download the report to better understand how you can ensure your AI-powered apps are more trustworthy, predictable, and aligned with user and business goals.

Download the Full Report

What’s New from Alice

Beneath the Surface: The Growing Ecosystem of AI Nudification

whitepaper
May 19, 2026
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May 19, 2026
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 min read
May 19, 2026

Alice analyzed 100 AI nudification websites to uncover how synthetic NCII ecosystems scale through frictionless onboarding, affiliate monetization, and cross-platform distribution.

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