▾Google introduces a trio of new AI models named Gemma 2, which emphasize security, transparency, and accessibility. The Gemma 2 2B model is optimized for regular computers, ShieldGemma protects against toxic content, and Gemma Scope allows detailed analysis of model functioning. Google aims to democratize AI and build trust.
Google embarks on a quest for more ethical and transparent artificial intelligence. As part of this effort, it has released a trio of new generative AI models named Gemma 2, which promise higher security, lower hardware requirements, and smoother operation.
Security first
Unlike the Gemini models, which Google uses for its own products, the Gemma series is intended for more open use by developers and researchers. Similar to Meta's Llama project, Google is also striving to build trust and collaboration in the AI field.
The first innovation is the Gemma 2 2B model, designed for generating and analyzing text. Its greatest advantage is the ability to run on less powerful devices. This opens the door to a wide range of users. The model is available through platforms like Vertex AI, Kaggle, and Google AI Studio.
ShieldGemma: Guardian against toxic content
The new ShieldGemma introduced a set of safety classifiers whose task is to identify and block harmful content. This includes manifestations of hate, harassment, and sexually explicit materials. In short, ShieldGemma acts as a filter that checks both the input data for the model and its outputs.
The final addition is Gemma Scope, a tool enabling detailed analysis of the Gemma 2 model's functioning. Google describes it as a set of specialized neural networks that unpack the complex information processed by the model into a more comprehensible form.
Researchers can better understand how Gemma 2 identifies patterns, processes data, and generates results. The release of the Gemma 2 models comes shortly after the U.S. Department of Commerce supported open AI models in its report.
These make generative AI accessible to smaller companies, non-profits, and independent developers. Additionally, the report highlighted the need for tools to monitor and regulate these models to minimize potential risks.
What is a CDN and why is internet content copied worldwide
Behind every loaded video, photo, or webpage is a technology called CDN. It is used by streaming services, social networks, and regular websites, yet many people have never heard of it. In this article, we will explain what this abbreviation means, how it works, why internet content is stored in various locations around the world, and why today's internet can hardly do without it.
Who will inherit your photos, emails and accounts? Digital legacy is rarely addressed
When talking about inheritance, most people think of a house, a car or money in the account. Yet we also leave behind thousands of photos, emails, social media accounts or data stored in the cloud. What happens to them after death, and who will gain access to them? This article looks at how digital legacy works, why the bereaved may have problems with data, and how to get organized in your online footprint today.
Where does the internet really flow? Hair-thin fibers connecting continents
The idea that the internet flows mainly through the air is a myth. The entire technological world relies on heavy hardware buried in the sand of the seas. In the article, we will examine the technology of submarine cables. You will learn how optical fibers work, what laying them from ships entails, and how the depths of the oceans have become a geopolitical battlefield.
Why Subscription Fatigue Troubles Us and How to Stop Money Disappearing in 4 Steps
How much money leaves your account each month for online services? The recurring payment model often exhausts people because numerous small amounts gradually add up to unexpectedly high totals. The text relies on fresh data from 2026, reveals the vast difference between our estimates and reality, and offers four specific steps to help you better control your expenses.
Weak Wi-Fi? Internet through sockets improves stability without drilling
Do you have a 'dead zone' on a floor or in a bedroom where Wi-Fi doesn't reach, and drilling into walls is not an option? Learn how to use the electrical wiring already in your walls to transmit internet over the electrical network. In this article, we'll show you how a modern powerline adapter works, why it can handle 4K streaming and gaming, and what to watch out for with older aluminum wiring.
Wi-Fi in the car. How to create a connection for the whole crew?
Stable internet connection in the car is no longer just for the owners of the latest electric cars. Having your own car Wi-Fi is useful for anyone who wants to entertain kids in a traffic jam or needs reliable data for navigation. There are several options on how to set up a network in an older car as well. We'll show you how to get it all working and which variant will save you the most nerves and money on data transfers.