Blogs

AI safety and security insights.

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

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Latest articles

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

News Apr 17, 2025

HydroX AI’s Vision for Safer AI: A Successful Talk at AIA Meetup 2025

We’re excited to share that our recent session at AIA Meetup 2025 was a tremendous success! Our COO, Victor Bian, delivered a compelling and insightful talk on AI Red-Teaming.

NewsAI Safety
Blog Apr 3, 2025

New Paper Release: Optimizing Safe & Aligned AI with Multi-Objective GRPO

HydroX AI introduces GRPO with Multi-Label Reward Regression for a more efficient and interpretable alignment solution.

InsightsAI Safety
Partner Apr 1, 2025

HydroX AI Partners with Anthropic

Industry collaboration focused on LLM red teaming and stronger safety evaluation.

PartnershipRed TeamingAI Safety
News Mar 27, 2025

HydroX AI Joins Google for Startups Cloud AI Accelerator!

We’re excited to announce that HydroX AI has been selected as one of 15 companies for the 2025 Google for Startups Cloud AI Accelerator!

NewsAI Safety
Blog Mar 17, 2025

Building AI in the Open: A Conversation with Dean Wampler

In Episode 4 of the Attention Needed podcast, we explore the future of AI innovation with Dean Wampler, IBM’s Chief Technical Rep to the AI Alliance — a group led by IBM, Meta, and others to advance open, safe, and responsible AI.

PodcastsAI Safety
News Mar 13, 2025

Proudly Present with ROOST in Advancing AI Trust & Safety!

We’re thrilled to share that HydroX AI is sponsoring and collaborating with ROOST — a groundbreaking online safety initiative backed by funders like Discord, OpenAI, and Google.

NewsAI Safety
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