Stay Informed with HydroX
Explore expert insights, industry trends, and key updates — from our research, news, podcasts and product documentation — as AI continues to evolve.
August 8, 2025
Every day, teams across industries use Generative AI to
write emails, analyze data, draft reports, and even
summarize internal strategy documents. It feels
seamless, intuitive, and productive. But beneath the
surface, every interaction — every prompt — introduces a
potential security risk that’s almost impossible to
detect with traditional tools.
August 6, 2025
For too long, AI safety has been stuck in defensive
mode—building walls, setting guardrails, and hoping for
the best. But while organizations play defense against
AI risks, the threats are evolving faster than their
security measures. It's time for a paradigm shift:
the future of AI safety isn't about better
defenses, it's about going on the offensive.
Welcome to the era of proactive AI security, where the
best defense is a relentless offense.
August 4, 2025
Most organizations sacrifice either performance or
protection because they believe you can't have
both. They're wrong. The companies that figure out
how to monitor generative AI without crushing
performance aren't just avoiding security incidents
— they're deploying AI more aggressively than
competitors who remain trapped by this false choice.
Real-time AI monitoring doesn't have to kill
performance. It just requires thinking about AI security
differently than traditional cybersecurity approaches.
August 1, 2025
The generative AI revolution is reshaping industries at
breakneck speed, but beneath the surface of innovation
lies a growing storm of regulatory challenges that could
fundamentally alter how organizations deploy AI systems.
From multi-billion dollar copyright lawsuits to
devastating data breaches, the landscape of GenAI risk
is evolving faster than most compliance frameworks can
adapt.
July 30, 2025
Traditional cybersecurity tools celebrate another day of
blocking malware and network intrusions, while large
language models face stealthy conversational attacks
that evade detection entirely. This growing gap
underscores why AI firewalls have become an
indispensable layer of enterprise security for any
organization leveraging generative AI technologies.
July 28, 2025
It's time to bust the myths about Generative AI
security — exposing how traditional cybersecurity tools
fall short against modern, invisible threats like prompt
injection, data leakage, and model manipulation, and
showcasing how HydroX AI delivers the specialized,
real-time protection enterprises urgently need.
July 25, 2025
AI security gaps don't wait. They exploit the speed
of innovation, often causing devastating damage in
minutes. A traditional network breach might take weeks
to exploit, but an AI prompt injection attack can
extract sensitive data or corrupt decisions in seconds.
By the time old monitoring systems notice, the damage is
often irreversible.
July 11, 2025
As organizations race to adopt Generative AI and Large
Language Models (LLMs), many overlook essential security
steps that can expose their business to serious risks.
Let’s break down the most common AI security mistakes
and how you can prevent them.
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July 9, 2025
LLMs are transforming industries — but they also
introduce new attack surfaces. From PII masking to AI
Model Hardening, organizations need proactive, adaptable
security measures to prevent misuse, data exposure, and
reputational damage.
July 7, 2025
AI Risk Management is no longer a theoretical concept;
it's a business-critical requirement. Organizations
must prioritize AI Security and AI Governance to avoid
reputational damage, regulatory penalties, and
operational failures.
News
July 1, 2025
We’re excited to announce that our HydroX Firewall is
now available on Google Cloud Marketplace, giving
enterprises an easy, secure, and scalable way to deploy
and protect GenAI systems.
News
June 11, 2025
Chosen as one of just 15 leading AI startups across the
U.S. and Canada, we had the privilege of joining a
high-impact program designed to accelerate AI innovation
with a strong focus on responsibility, security, and
real-world impact. Throughout the program, we worked
closely with Google Cloud engineers, product teams, and
AI experts — advancing our work in securing generative
AI systems.
June 1, 2025
As the global race to define the future of artificial
intelligence accelerates, Asia is rapidly emerging as a
pivotal force in shaping responsible and innovative AI
ecosystems. But global leadership in AI requires more
than just high-performing models — it demands strong
governance frameworks, deep talent pipelines, and
strategic capital investment.
May 15, 2025
After 10 weeks of rapid growth, product acceleration,
and deep collaboration with the Google Cloud and Google
for Startups teams, we’re thrilled to share what we’ve
been building. The Demo Day on June 5 will be a
celebration of innovation, and we can’t wait for you to
be part of it.
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News
April 24, 2025
We’re proud to have participated in RSAC 2025 in San
Francisco, where HydroX AI hosted the interactive
session Human vs. Machine — an immersive exploration
into the future of AI security.
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News
April 23, 2025
We’re excited to share key highlights from our recent
talk at the ICLR 2025 Workshop on Human-AI Coevolution
(HAIC) in Singapore.
News
April 17, 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.
Insights
April 8, 2025
HydroX AI introduces GRPO with Multi-Label Reward
Regression for a more efficient and interpretable
alignment solution.
News
April 8, 2025
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！
Podcasts
April 8, 2025
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.
News
April 8, 2025
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.
Insights
April 8, 2025
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.
Podcasts
April 8, 2025
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.
Podcasts
April 8, 2025
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.
Podcasts
April 8, 2025
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.
Insights
April 8, 2025
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.
Insights
April 8, 2025
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.
Insights
April 8, 2025
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.
Products
April 8, 2025
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.
Partners
April 8, 2025
We’re excited to introduce the Attack Prompt Tool, a new
Chrome Extension. As AI evolves, protecting Personally
Identifiable Information (PII) is crucial. To address
this, Zilliz, creator of Milvus, has partnered with
HydroX AI to launch PII Masker, a tool enhancing data
privacy in AI.
Insights
April 8, 2025
Anthropic’s release of Claude 3.5 is a major step
forward in LLM evolution. At HydroX AI, we're
excited about its potential for AI-powered operations,
while also prioritizing safety as AI takes on more
complex roles.
Partners
April 8, 2025
We’re excited to announce our partnership with
Anthropic, a leader in AI research, to enhance the
safety and security of large language models (LLMs).
Their focus on advanced, safe AI systems makes them the
perfect collaborator for this effort.
Insights
April 8, 2025
In our previous Llama-generation report, we found that
the larger Llama-3.1-70B model had lower safety than the
smaller Llama-3.1-8B. This article explores the
relationship between model size and safety, shedding
light on why bigger models aren't always safer.
Insights
April 8, 2025
On September 12, 2024, OpenAI released its powerful new
model, OpenAI o1, featuring advanced reasoning and
enhanced safety against jailbreak attempts. This sets a
new benchmark for secure AI, while the GPT-4o mini model
is also praised for its strong safety features.
Insights
April 8, 2025
The Llama series, an open-source LLM developed by Meta,
has gained recognition for its high performance and the
emphasis placed on safety and security during its
development.
Insights
April 8, 2025
Ensuring AI safety and security in the video business
sector is crucial. Our course equips professionals with
the knowledge and skills to navigate complex regulations
and implement strong security measures.
Insights
April 8, 2025
Explore a novel type of attack: code injection via
images on the Gemini Advanced platform. We will provide
a detailed explanation of the attack's principles,
implementation process, and how to defend against such
attacks.
Partners
April 8, 2025
We're announcing exciting developments as we expand
our work in AI safety and grateful for the positive
endorsements from the industry and thrilled to
collaborate with some of the world’s most innovative
partners.
News
April 8, 2025
HydroX AI, the AI security company enabling safe and
responsible use of Artificial Intelligence (AI), today
announced that David Danks, PhD, of University of
California, San Diego (UCSD), has joined its advisory
board.
Products
April 8, 2025
As AI technologies rapidly evolve, ensuring their safety
and security is crucial. While AI holds vast potential
to transform healthcare, transportation, and
productivity, it also raises significant ethical,
social, and existential concerns.
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