- Big Data News Weekly
- Posts
- Google unveils AlphaEvolve-coding agent š¤
Google unveils AlphaEvolve-coding agent š¤
š¦¾Plus: š OpenAIās new Safety Evaluations dashboard
Hey folks! Letās get into Big Data and AI crazinessā¦
In today's edition: What's Shaping the Future of Data?
š§ Zero to One: Learning Agentic Patterns
šLog Link vs Log Transformation in R
šEnumerative Combinatorics
š¤AI Agent Architecture
š Anthropic set to launch new Sonnet, Opus models
š OpenAIās new Safety Evaluations dashboard
š” AI Tutorial:How to create a 3D effect with ChatGPT
š¤ AI Tools and Data Tools to checkout
AI agents. Agentic AI. Agentic architectures. Agentic workflows. Agentic patterns. Agents are everywhere. But what exactly are they, and how do we build robust and effective agentic systems? While the term "agent" is used broadly, a key characteristic is their ability to dynamically plan and execute tasks, often leveraging external tools and memory to achieve complex goals.
Did you know that the World Wide Web was born in Geneva, Switzerland? Indeed, the first version of the Internet cropped up at CERN in 1989. Today the world-renowned center is home to the largest particle accelerator and to the CERN Science Gateway ā a must-see hub for science enthusiasts that features hands-on exhibits, immersive virtual reality experiences, and live demonstrations.
AI agents are becoming increasingly integral to businesses across various industries. The architecture behind these systems plays a pivotal role in ensuring that AI agents function autonomously, make accurate decisions, and perform tasks efficiently. As we move into 2025, AI agent architecture continues to evolve, pushing the boundaries of whatās possible in automation, personalization, and real-time decision-making.
How I almost misinterpreted my results when using the wrong type of logā¦Although normal distributions are the most commonly used, a lot of real-world data unfortunately is not normal. When faced with extremely skewed data, itās tempting for us to utilize log transformations to normalize the distribution and stabilize the variance.
Enumerative combinatorics is a branch of mathematics focused on counting the elements of a setā¦For example, determining the number of unique user IDs in a database is a problem in enumerative combinatoricsā¦This article showcases how programmers without formal math backgrounds can use observation and pattern recognition to approach problems in enumerative combinatoricsā¦
Google just debuted AlphaEvolve, a coding agent that harnesses Gemini and evolutionary strategies to craft algorithms for scientific and computational challenges ā driving efficiency inside Google and solving historic math problems. AlphaEvolve uses a mix of Gemini models (Flash for idea generation, Pro for analysis) to create code, which is tested by evaluators and evolved iteratively.
This guide is your go-to resource for streamlining payments, improving cash flow, and keeping your business running smoothly.
Whatās inside:
āļø An actionable 8-step framework to create a seamless payment process
āļø Expert strategies to reduce late payments and enhance your professional image
A well-structured payment system leads to smoother operations, happier clients, and long-term financial success.
šØāš» Data Tools, Libraries
git-backup
git-backup is a command-line tool for backing up your Git repositories to Amazon S3 or any S3-compatible storage.
Beta9
Beta9 is an open-source platform for running scalable serverless GPU workloads across cloud providers.
entropy
Entropy is a CLI tool that will scan your codebase for high entropy lines, which are often secrets.
AI News:
Daily News for Curious Minds
Be the smartest person in the room by reading 1440! Dive into 1440, where 4 million Americans find their daily, fact-based news fix. We navigate through 100+ sources to deliver a comprehensive roundup from every corner of the internet ā politics, global events, business, and culture, all in a quick, 5-minute newsletter. It's completely free and devoid of bias or political influence, ensuring you get the facts straight. Subscribe to 1440 today.
Anthropic is reportedly preparing to launch advanced versions of Claudeās Sonnet and Opus models in the āupcoming weeks,ā featuring hybrid thinking and expanded tool use capabilities. The models are reportedly capable of alternating between reasoning and tool use, and can self-correct by stepping back to examine what went wrong.
Youāre already enjoying free shipping and exclusive shows, but Amazon Prime has a lot more to offer. From early access to exclusive deals to unlimited photo storage, these 10 hidden perks can transform your shopping experience and help you get the most out of your membership. Donāt miss out on valuable benefits that can save you time, money, and effort. Start unlocking these powerful features today. Youāre paying for them ā now itās time to make them work for you.
OpenAI launched a new Safety Evaluations Hub that will publicly and regularly display test results for its AI models, showing how they perform on metrics like harmful content generation, hallucination rates, and jailbreak attempts. The hub shows comparative performance data across OAI models, including metrics for refusing harmful content and accuracy on factual questions.
Microsoft is testing a feature for Copilot Voice that will let Windows 11 users start a conversation with the app by saying āHey Copilot!ā Windows Insiders who have the updated app can try it out once they opt in and activate the feature.
AI has helped Klarna shrink from about 5,000 employees to almost 3,000 - the headcount reduction wasn't solely due to AI, but also because of attrition. Klarna CEO Sebastian Siemiatkowski said the company has managed to shrink its headcount by about 40%, in part due to investments in artificial intelligence and natural attrition in its workforce.
AI Tutorial
How to create a 3D effect with ChatGPT
Go to Chatgpt and sign in.
Upload a texture and a logo
Use this prompt:
"Create image: Apply the texture from the image on the left to the logo in the image on the right and make it look 3D. Rendered in Cinema 4D, 8k. Maintain the logo's shape, orientation and do not add anything to it. Keep the background black. Give it a high contrast between light and shadow."
Through Squarespaceās cutting-edge features that combine automation, design presets, creative guidance, and generative AI, Design Intelligence makes it easy to build a beautiful and impactful website. With just a few pieces of information, Blueprint AI generates an entire website customized based off your brandās goals, name, and personality. Itās AI speed, with Squarespaceās 20+ years of design expertise in website building.
š„Top AI tools to increase productivity:
iyiai.com is an AI-powered dialogue platform where users can interact with historical figures, mythological characters
MyLooks.AI, your personal beauty and style coach powered by the advanced capabilities of GPT-4.
Find AI- AI-powered research engine for companies and people
aHelp AI Essay Writer is an easy-to-use learning platform that uses AI technology to simplify complex tasks
WorkHQ ā your strategic partner for redefining talent acquisition.
aimusic.one is ALL In One AI Music Generator and lyrics Generator Platform, make unique MP3 songs, free to use
ā±ļø Martin - A tool for productivity and time management
View our database of all the best AI tools for your needs: aitoolsup.com
Have cool resources to share? Submit AI tool
A.I. Generated Image of the Day
š The Rage of the Synthetic Mind
Recommended reading
SPONSOR US
Get your product in front of Big Data & AI enthusiasts
Our newsletter is read by thousands of tech professionals, investors, engineers, managers, and business owners around the world.
Interested in Sponsoring the Big Data News Weekly Newsletter?Get in touch today
What did you think of today's email?Your feedback helps me create better emails for you! |