Machine Learning

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 …

AlphaProteo generates novel proteins for biology and health research Read More »

Getting your AI task to distinguish between Hard and Easy problems In this position paper, I discuss the premise that a lot of potential performance enhancement is left on the table because we don’t often address the potential of dynamic execution. I guess I need to first define what is dynamic execution in this context. …

Dynamic Execution. Getting your AI task to distinguish… | by Haim Barad | Nov, 2024 Read More »

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. …

Our latest advances in robot dexterity Read More »

Or will AI eat up all the software in the world? Photo by steinart @unsplash.com Many people today are facing a dilemma: if you’re young, should you pursue a software engineering degree? And if you’re already established in another career, should you make a switch to something involving coding? These questions stem from a larger …

Should you learn how to code in the next decade? | by Ivo Bernardo | Nov, 2024 Read More »

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 …

Empowering YouTube creators with generative AI Read More »

Feeling inspired to write your first TDS post? We’re always open to contributions from new authors. We seem to be in that sweet spot on the calendar between the end of summer and the final rush before things slow down for the holiday season—in other words, it’s the perfect time of year for learning, tinkering, and …

LLM Evaluation, AI Side Projects, User-Friendly Data Tables, and Other October Must-Reads Read More »

Technologies Published 30 October 2024 Authors Zalán Borsos, Matt Sharifi and Marco Tagliasacchi Our pioneering speech generation technologies are helping people around the world interact with more natural, conversational and intuitive digital assistants and AI tools. Speech is central to human connection. It helps people around the world exchange information and ideas, express emotions and …

Pushing the frontiers of audio generation Read More »

By combining Mesop’s simple yet powerful UI components with Plotly’s comprehensive charting capabilities, you can build a dynamic, interactive app to showcase data visualizations in Python. Mesop is a Python-native framework developed for rapid AI and web app development that allows you to build sophisticated interfaces without the need for traditional frontend skills; Plotly is, …

Hands-On Data Visualization with Google Mesop | by Alan Jones | Oct, 2024 Read More »

Today, we’re releasing two updated production-ready Gemini models: Gemini-1.5-Pro-002 and Gemini-1.5-Flash-002 along with: >50% reduced price on 1.5 Pro (both input and output for prompts <128K) 2x higher rate limits on 1.5 Flash and ~3x higher on 1.5 Pro 2x faster output and 3x lower latency Updated default filter settings These new models build on …

Updated production-ready Gemini models, reduced 1.5 Pro pricing, increased rate limits, and more Read More »

The real barrier isn’t technical skills — it’s time to think Despite the transformative potential of tools like ChatGPT, most knowledge workers I’ve spoken to don’t use it at all. Those who do primarily stick to basic tasks like summarization. Only a little over 5% of ChatGPT’s user base pays for plus — a small …

The AI Productivity Paradox: Why Aren’t More Workers Using ChatGPT? | by Julia Winn | Oct, 2024 Read More »