O.XYZ Launches OCEAN – Cerebras-Powered AI Engine, 10x Faster Than ChatGPT

O.XYZ is thrilled to announce the official launch of OCEAN, a next-generation decentralized AI assistant powered by the industry-leading Cerebras CS-3 wafer-scale chips. On February 22, the company unveiled this new platform, touting speeds ten times faster than ChatGPT and positioning OCEAN as a truly transformative solution in both B2C and B2B markets. From blazing … Read more

The Secret Hidden Power of Questions

We all think we’re good at asking questions. In reality, most of us are terrible at it. Not because we lack curiosity or intelligence, but because we’ve been trained to focus on answers. School rewards students who memorize facts, not those who challenge assumptions. Work promotes people who execute known solutions, not those who explore … Read more

AI Models Are Learning to Prioritize Their Thoughts—And It’s Wildly Effective

:::info Authors: (1) David Raposo, Google DeepMind and with equal contribution; (2) Sam Ritter, Google DeepMind; (3) Blake Richards, Google DeepMind and McGill University & Mila; (4) Timothy Lillicrap, Google DeepMind; (5) Peter Conway Humphreys, Google DeepMind; (6) Adam Santoro, Google DeepMind and with equal contribution. ::: :::tip Editor’s note: this is part 5 of … Read more

What If AI Could Skip the Boring Parts? Google Researchers Just Made It Happen

:::info Authors: (1) David Raposo, Google DeepMind and with equal contribution; (2) Sam Ritter, Google DeepMind; (3) Blake Richards, Google DeepMind and McGill University & Mila; (4) Timothy Lillicrap, Google DeepMind; (5) Peter Conway Humphreys, Google DeepMind; (6) Adam Santoro, Google DeepMind and with equal contribution. ::: :::tip Editor’s note: this is part 4 of … Read more

This Clever AI Hack Could Cut Processing Costs in Half

:::info Authors: (1) David Raposo, Google DeepMind and with equal contribution; (2) Sam Ritter, Google DeepMind; (3) Blake Richards, Google DeepMind and McGill University & Mila; (4) Timothy Lillicrap, Google DeepMind; (5) Peter Conway Humphreys, Google DeepMind; (6) Adam Santoro, Google DeepMind and with equal contribution. ::: :::tip Editor’s note: this is part 3 of … Read more

New AI Method Lets Models Decide What to Think About

:::info Authors: (1) David Raposo, Google DeepMind and with equal contribution; (2) Sam Ritter, Google DeepMind; (3) Blake Richards, Google DeepMind and McGill University & Mila; (4) Timothy Lillicrap, Google DeepMind; (5) Peter Conway Humphreys, Google DeepMind; (6) Adam Santoro, Google DeepMind and with equal contribution. ::: :::tip Editor’s note: this is part 2 of … Read more

Google Researchers Develop New AI Tech That Doesn’t Waste Brainpower on Useless Words

:::info Authors: (1) David Raposo, Google DeepMind and with equal contribution; (2) Sam Ritter, Google DeepMind; (3) Blake Richards, Google DeepMind and McGill University & Mila; (4) Timothy Lillicrap, Google DeepMind; (5) Peter Conway Humphreys, Google DeepMind; (6) Adam Santoro, Google DeepMind and with equal contribution. ::: :::tip Editor’s note: this is part 1 of … Read more

A Brief Review of the Lie Group and the Geometries of SPD Manifolds

Table of Links Abstract and 1 Introduction 2 Preliminaries 3. Revisiting Normalization 3.1 Revisiting Euclidean Normalization 3.2 Revisiting Existing RBN 4 Riemannian Normalization on Lie Groups 5 LieBN on the Lie Groups of SPD Manifolds and 5.1 Deformed Lie Groups of SPD Manifolds 5.2 LieBN on SPD Manifolds 6 Experiments 6.1 Experimental Results 7 Conclusions, … Read more

A Lie Group Approach to Riemannian Batch Normalization

Table of Links Abstract and 1 Introduction 2 Preliminaries 3. Revisiting Normalization 3.1 Revisiting Euclidean Normalization 3.2 Revisiting Existing RBN 4 Riemannian Normalization on Lie Groups 5 LieBN on the Lie Groups of SPD Manifolds and 5.1 Deformed Lie Groups of SPD Manifolds 5.2 LieBN on SPD Manifolds 6 Experiments 6.1 Experimental Results 7 Conclusions, … Read more

Appendices on Our Dark Matter Study

Table of Links Acknowledgements 1 Introduction to thesis 1.1 History and Evidence 1.2 Facts on dark matter 1.3 Candidates to dark matter 1.4 Dark matter detection 1.5 Outline of the thesis 2 Dark matter through ALP portal and 2.1 Introduction 2.2 Model 2.3 Existing constraints on ALP parameter space 2.4 Dark matter analysis 2.5 Summary … Read more

Dark Matter Study: Examining Several Models of WIMP

Table of Links Acknowledgements 1 Introduction to thesis 1.1 History and Evidence 1.2 Facts on dark matter 1.3 Candidates to dark matter 1.4 Dark matter detection 1.5 Outline of the thesis 2 Dark matter through ALP portal and 2.1 Introduction 2.2 Model 2.3 Existing constraints on ALP parameter space 2.4 Dark matter analysis 2.5 Summary … Read more

Dark Matter Analysis: A Lifetime Study

Table of Links Acknowledgements 1 Introduction to thesis 1.1 History and Evidence 1.2 Facts on dark matter 1.3 Candidates to dark matter 1.4 Dark matter detection 1.5 Outline of the thesis 2 Dark matter through ALP portal and 2.1 Introduction 2.2 Model 2.3 Existing constraints on ALP parameter space 2.4 Dark matter analysis 2.5 Summary … Read more

The Two Types of Data Engineers You Meet at Work

Data engineering is a crucial element of the data ecosystem, comprised of diverse professionals who play essential roles in managing and processing data. While the job title may be the same, as I’ve seen over the years, data engineers often fall into two distinct archetypes: the “businessy” data engineer and the “techy” data engineer as … Read more

Fast-Coresets: A Nearly-Linear Time Algorithm for Efficient Clustering

:::info Authors: (1) Andrew Draganov, Aarhus University and All authors contributed equally to this research; (2) David Saulpic, UniversitĂ© Paris CitĂ© & CNRS; (3) Chris Schwiegelshohn, Aarhus University. ::: Table of Links Abstract and 1 Introduction 2 Preliminaries and Related Work 2.1 On Sampling Strategies 2.2 Other Coreset Strategies 2.3 Coresets for Database Applications 2.4 … Read more

Make Big Data More Manageable with Smart Sampling

:::info Authors: (1) Andrew Draganov, Aarhus University and All authors contributed equally to this research; (2) David Saulpic, UniversitĂ© Paris CitĂ© & CNRS; (3) Chris Schwiegelshohn, Aarhus University. ::: Table of Links Abstract and 1 Introduction 2 Preliminaries and Related Work 2.1 On Sampling Strategies 2.2 Other Coreset Strategies 2.3 Coresets for Database Applications 2.4 … Read more

The HackerNoon Newsletter: IBM Researchers Create Mini AI Model That Predicts the Future (2/21/2025)

How are you, hacker? đŸȘ What’s happening in tech today, February 21, 2025? The HackerNoon Newsletter brings the HackerNoon homepage straight to your inbox. On this day, we present you with these top quality stories. From IBM Researchers Create Mini AI Model That Predicts the Future to This Web IDE Runs Your Code in the … Read more

TSJ Diversified Group, Smart Mountain, Self-employed in Austria: HackerNoon Startups of The Week

Greetings Hackers, Welcome to another Startups of the Week feature! Each week, the HackerNoon team highlights standout Startups from our Startups of the Year database. Every featured startup, has been nominated as the best in their respective technology category or region. This week, TSJ Diversified Group, Smart Mountain, and Self-employed in Austria are under the … Read more

Can Blockchain Make AI Systems More Transparent? Share Your Thoughts to Win From $2000

HackerNoon and Aleph Cloud are putting decentralization in the spotlight with the #blockchain Writing Contest! With $2,000 up for grabs, we’re inviting writers, developers, and industry experts to discuss how #decentralized-ai, #decentralized-cloud, and #dePIN are transforming tech scaling, user interactions, and data management. :::info Below is a list of questions to help you get started … Read more

Mawari Pioneers City-Wide AI Experience in Osaka’s Namba District: How Osaka is Entering the Future

What if your daily commute could transform into an interactive digital experience? In a bustling Osaka station, commuters may soon encounter real-time 3D digital guides as part of a new urban initiative. Mawari has partnered with Nankai Electric Railway Co., Ltd., Meta Osaka Co., Ltd., and e-stadium Co., Ltd. to launch Digital Entertainment City Namba, … Read more

Here’s How the Pros Choose the Right Load Balancer

In today’s digital landscape, the demand for high availability and performance is more crucial than ever. Whether you’re running a small web application or managing a complex microservices architecture, ensuring that traffic is efficiently routed and balanced across your infrastructure is vital to providing a seamless user experience. This is where load balancers come into … Read more

Heroku Now Officially Supports .NET!

.NET developers now have access to the officially supported buildpack for .NET, which means you can now deploy your .NET apps onto Heroku with just one command: git push heroku main. đŸ€Ż Gone are the days of searching for Dockerfiles or community buildpacks. With official support, .NET developers can now run any .NET application (version … Read more

Statutory Boards Represent Legacy Systems That Have Outlived Their Purpose

In recent days, I’ve been approached by numerous fellow Tongans asking about my intentions regarding the newly advertised positions on Tonga’s Public Enterprises Statutory Board of Directors. Their curiosity is understandable, given my vocal advocacy for technological advancement and governmental reform. However, my response to these inquiries reflects a deeper concern about the structural inefficiencies … Read more

Goodbye, Compute-Hungry Models—This Tiny AI Is the Future of Prediction

:::info Authors: (1) Vijay Ekambaram, IBM Research; (2) Arindam Jati, IBM Research; (3) Nam H. Nguyen, IBM Research; (4) Pankaj Dayama, IBM Research; (5) Chandra Reddy, IBM Research; (6) Wesley M. Gifford, IBM Research; (7) Jayant Kalagnanam, IBM Research. ::: :::tip Editor’s note: this is part 5 of 5 of a study detailing the development … Read more

This Web IDE Runs Your Code in the Cloud—Without Melting Your Laptop

In the context of the rapid development of cloud computing and microservice architecture, there is an increasing need to provide the ability to dynamically execute code for various programming languages ​​with a guarantee of security, scalability and high performance. This article describes a project that implements code execution in an isolated environment, and discusses the … Read more

Big AI Models Are Struggling—This Tiny One Wins With 45% More Accuracy

:::info Authors: (1) Vijay Ekambaram, IBM Research; (2) Arindam Jati, IBM Research; (3) Nam H. Nguyen, IBM Research; (4) Pankaj Dayama, IBM Research; (5) Chandra Reddy, IBM Research; (6) Wesley M. Gifford, IBM Research; (7) Jayant Kalagnanam, IBM Research. ::: :::tip Editor’s note: this is part 4 of 5 of a study detailing the development … Read more

Love & Friendship 2.0: Communications Apps Are Changing the Game

Virtual connections have quickly become an integral part of forming lasting and engaging relationships. Nowadays, long-distance romances and meaningful friendships are established entirely via online communication platforms. With the value of virtual connection increasing, communication apps must evolve to meet the growing demand. :::tip Here, we’ll explore how communication apps should respond and continuously evolve to the … Read more