Daily Archives: July 10, 2025
Inside a neuroscientist’s quest to cure coma
Locked inside their minds, thousands await a cure. Neuroscientist Daniel Toker is racing to find it.
The study of consciousness is a field crowded with scientists, philosophers, and gurus. But neuroscientist Daniel Toker is focused on its shadow twin: unconsciousness.
His path to this research began with a tragedy — one he witnessed firsthand. While at a music festival, a young concertgoer near Toker dove headfirst into a shallow lake. He quickly surfaced, his body limp and still. Toker, along with others, rushed to help. He performed CPR, but it soon became apparent that the young person’s neck had snapped. There was nothing to be done. — Read More
Introducing warmwind OS : The AI Operating System That Works Smarter
What if your operating system didn’t just run your computer but actively worked alongside you, anticipating your needs, learning your habits, and automating your most tedious tasks? Enter warmwind OS, the world’s first AI-driven operating system, a bold leap into the future of human-computer interaction. Unlike traditional systems that passively wait for your commands, warmwind OS operates as a proactive partner, seamlessly blending into your workflows to eliminate inefficiencies and free up your time for what truly matters. Imagine an OS that not only understands your goals but actively helps you achieve them—this isn’t science fiction; it’s here.
In this introduction of warmwind OS, its development team explain how it redefines the relationship between humans and technology. From its new teaching mode that allows the AI to learn directly from your actions to its ability to integrate with even the most outdated legacy software, this operating system is designed to adapt to your unique needs. Whether you’re looking to streamline customer support, enhance HR processes, or simply reclaim hours lost to repetitive tasks, warmwind OS offers a glimpse into a smarter, more intuitive future. As you read on, consider this: what could you achieve if your technology worked as hard as you do? — Read More
Lean and Mean: How We Fine-Tuned a Small Language Model for Secret Detection in Code
We fine-tuned a small language model (Llama 3.2 1B) for detecting secrets in code, achieving 86% precision and 82% recall—significantly outperforming traditional regex-based methods. Our approach addresses the limitations of both regex patterns (limited context understanding) and large language models (high computational costs and privacy concerns) by creating a lean, efficient model that can run on standard CPU hardware. This blog post details our journey from data preparation to model training and deployment, demonstrating how Small Language Models can solve specific cybersecurity challenges without the overhead of massive LLMs.
This research is now one of Wiz’s core Secret Security efforts, adding fast, accurate secret detection as part of our solution. — Read More
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