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LiSA Insights
GlassWorm Malware Resurgence
Week 49, 2025
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open-source::roars
We’re launching a new project to help researchers and developers create their "pattern-driven" infrastructure.
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New chapters
We are proud to announce that aiquniq mission just got wider

open-source::roars

AI is here - everyone’s heard of the technology that is creating new entry points for our global economy. Our best guess? It’s going to dominate the economy and research in the coming years. Whether you like it or not, it’s real.

This pattern recognition technology can already outperform us in many tasks, uncover hidden connections, and merge fragmented knowledge into new data. How is that possible? Think about how we, as humans, research: we analyze data, combine concepts, and look for breaking points to build upon. AI does the same - but faster, and across far more information.

Even if we wanted to match its pace, it’s nearly impossible. AI operates continuously, testing and generating ideas thousands of times faster, powered by billions of transistor operations every second. It’s not that we’re incapable - it’s just that the scale and speed are beyond human reach within the same time horizon. And honestly, why would we want to do that when we can focus on the bigger problems and leave the smaller or extensive ones to our AI to accelerate our progress?

That’s why we created OGEMs - a collection of tools we’ve used (and still use) in AI development and training. We’re releasing these tools publicly to help other researchers avoid the usual deployment headaches when building new pattern recognition algorithms. These tools are designed to minimize the time from idea to deployment, enabling a smoother human-to-AI feedback loop for research in the years ahead.

Note: We’re releasing tools gradually - not all at once - due to regulatory considerations and optimization for lower-performance workstations. If you’re interested in accessing more powerful tools we haven’t yet released, don’t hesitate to reach out. We’ll be happy to discuss your requirements and the process for obtaining them.

New chapters

Welcome to the new generation and new ambition of the aiquniq. We're moving past the start-up/investor-only era and are stepping into the light.

We've decided to rebuild what we've created and learned over the past years to fuel research and development for our start-ups even further.

Now, we're teaming up with other ambitious companies on their projects to help us raise additional capital by offering our expertise. So, from now on, we're excited to let you know we will work with our partners on their custom web designs & architecture, software & model development, as well as custom server & inference builds.

With that said, we can't wait to see which projects will push the boundaries of possibility.