AlphaProteo generates novel proteins for biology and health research
Research Published 5 September 2024 Authors Protein Design and Wet Lab teams New AI system designs proteins that successfully bind to target molecules, with potential for advancing drug design, disease understanding and more. Every biological process in the body, from cell growth to immune responses, depends on interactions between molecules called proteins. Like a key […]
The Impact of AI on High-Frequency Trading
The Impact of AI on High-Frequency Trading Introduction High-frequency trading (HFT) is one of the most intriguing innovations in the financial sector. Combining advanced algorithms with lightning-fast execution speeds, it’s reshaping how markets operate. But what happens when artificial intelligence (AI) is added to the mix? In this article, I’ll take you through the evolution […]
Creating an AI Agent to Write Blog Posts with CrewAI
Introduction I love writing. You may notice that if you follow me or my blog. For that reason, I am constantly producing new content and talking about Data Science and Artificial Intelligence. I discovered this passion a couple of years ago when I was just starting my path in Data Science, learning and evolving my […]
Our latest advances in robot dexterity
Research Published 12 September 2024 Authors Robotics team Two new AI systems, ALOHA Unleashed and DemoStart, help robots learn to perform complex tasks that require dexterous movement People perform many tasks on a daily basis, like tying shoelaces or tightening a screw. But for robots, learning these highly-dexterous tasks is incredibly difficult to get right. […]
Kernel Case Study: Flash Attention
The attention mechanism is at the core of modern day transformers. But scaling the context window of these transformers was a major challenge, and it still is even though we are in the era of a million tokens + context window (Qwen 2.5 [1]). There are both considerable compute and memory bound complexities in these models […]
Evaluating potential cybersecurity threats of advanced AI
Artificial intelligence (AI) has long been a cornerstone of cybersecurity. From malware detection to network traffic analysis, predictive machine learning models and other narrow AI applications have been used in cybersecurity for decades. As we move closer to artificial general intelligence (AGI), AI’s potential to automate defenses and fix vulnerabilities becomes even more powerful. But […]
Understanding AI Algorithms Behind Robo-Advisors
Understanding AI Algorithms Behind Robo-Advisors Introduction The world of investing has undergone a seismic shift, thanks to AI-powered investment platforms. These platforms, often referred to as robo-advisors, have democratized access to professional-grade financial advice, making investing easier and more efficient. But what powers these robo-advisors? It’s the sophisticated AI algorithms working behind the scenes to […]
The Art of Noise
Introduction In my last several articles I talked about generative deep learning algorithms, which mostly are related to text generation tasks. So, I think it would be interesting to switch to generative algorithms for image generation now. We knew that nowadays there have been plenty of deep learning models specialized for generating images out there, […]
Taking a responsible path to AGI
We’re exploring the frontiers of AGI, prioritizing readiness, proactive risk assessment, and collaboration with the wider AI community. Artificial general intelligence (AGI), AI that’s at least as capable as humans at most cognitive tasks, could be here within the coming years. Integrated with agentic capabilities, AGI could supercharge AI to understand, reason, plan, and execute […]
Empowering YouTube creators with generative AI
Technologies Published 18 September 2024 Authors Eli Collins New video generation technology in YouTube Shorts will help millions of people realize their creative vision Artificial intelligence (AI) technologies for generating creative content are improving rapidly, but seamless ways of using them still aren’t widely available. We’re changing that, and making these incredible technologies more easily […]