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AI safety and security insights.

Research notes, company updates, partner announcements, and practical writing from the HydroX content archive.

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Research notes, product thinking, and company updates from the HydroX AI content archive.

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Blog Mar 11, 2025

New Research: Exploring the Impact of Output Length on LLM Safety

We’re excited to announce that HydroX AI is sponsoring and collaborating on new AI safety research. Our latest paper explores a key yet overlooked factor in LLMs: how output length affects model safety and reasoning.

InsightsAI Safety
Blog Mar 4, 2025

Unlocking the Future of Cybersecurity with Roland Cloutier

In Episode 3 of Season 1 of the Attention Needed podcast, we chat with Roland Cloutier, a cybersecurity leader and former Global Chief Security Officer at TikTok.

PodcastsAI Safety
Blog Feb 17, 2025

How to Interpret AI Safety in the Context of Culture, Ethics, and Regulation

See the 2nd Episode of Season 1 of the Attention Needed podcast, where we explore the intersection of responsible AI and governance with Dr. Rumman Chowdhury, CEO of Humane Intelligence.

PodcastsAI Safety
Blog Feb 4, 2025

Introducing Attention Needed: A Podcast on AI and Safety

We’re excited to introduce The AI Alliance, a new podcast exploring AI advancements, challenges, and the importance of safety and security. Hosted by Victor Bian, our COO, it features conversations with top experts shaping AI's future.

PodcastsAI Safety
Blog Jan 29, 2025

DeepSeek-R1-Distill Models: Does Efficiency & Reasoning Come at the Expense of Security?

DeepSeek, a Chinese AI company, has recently gained attention in the AI community. Known for its innovation, it has developed models that rival top systems — offering similar performance with lower cost and resource use.

InsightsAI Safety
Blog Jan 8, 2025

The Safety Trade-offs of Advanced AI: Insights from Llama-3.3 and Tulu-3

Alongside major closed-source model announcements in late 2024, the open-source community also saw key releases. In this brief post, we explore Llama-3.3 and Tulu-3, evaluating their performance in terms of AI safety and security.

InsightsAI Safety
Blog Dec 6, 2024

Uncovering AI Weaknesses: How Simple Prompts Threaten Agent Safety

AI agents powered by advanced LLMs like GPT-4 and Llama are revolutionizing human-machine interaction, but they come with risks. This blog explores how a simple adversarial strategy can reveal vulnerabilities and leading to dangerous consequences.

InsightsAI Safety
Blog Nov 20, 2024

AI Scriper -- How AI-Powered Scrapers Are Redefining Red Teaming

AI-powered scrapers are not just faster—they're fundamentally more resilient and adaptive than their traditional counterparts.

InsightsAI Safety
Blog Nov 11, 2024

Introducing the Attack Prompt Tool: A Simple Extension for AI Security Research

We’re excited to introduce the Attack Prompt Tool, a Google Chrome Extension that simplifies adversarial prompt testing for AI safety research. Designed for AI researchers and security professionals, it helps assess the resilience of LLMs against adversarial techniques, especially jailbreak prompts.

ProductsAI Safety