DeepMind’s Gemma Scope peers under the hood of large language models
03 Aug

DeepMind’s Gemma Scope peers under the hood of large language models

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Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Large language models (LLMs) have become very good at generating text and code, translating languages, and writing different kinds of creative content. However, the inner workings of these models are hard to understand, even for the researchers who train them.  This lack of interpretability poses challenges to using LLMs in critical applications that have a low tolerance for mistakes and require transparency. To address this challenge, Google DeepMind has released Gemma Scope, a new set of tools that sheds light on…
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“Patriarchy Hurts Men Too.” Does Your Model Agree? A Discussion on Fairness Assumptions
03 Aug

“Patriarchy Hurts Men Too.” Does Your Model Agree? A Discussion on Fairness Assumptions

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arXiv:2408.00330v1 Announce Type: new Abstract: The pipeline of a fair ML practitioner is generally divided into three phases: 1) Selecting a fairness measure. 2) Choosing a model that minimizes this measure. 3) Maximizing the model's performance on the data. In the context of group fairness, this approach often obscures implicit assumptions about how bias is introduced into the data. For instance, in binary classification, it is often assumed that the best model, with equal fairness, is the one with better performance. However, this belief already imposes specific properties on the process that introduced bias. More precisely, we are already assuming…
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Elon Musk’s Tesla pay package is once again questioned by the judge who initially tossed it
03 Aug

Elon Musk’s Tesla pay package is once again questioned by the judge who initially tossed it

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The Delaware judge who previously threw out Elon Musk's $55 billion Tesla pay package has cast new doubts on whether the CEO's massive benefits package should be reinstated despite approval from the company's shareholders.Tesla lawyers on Friday argued the pay should be reinstated following a June shareholder vote approving it."Honoring the shoulder vote would affirm the strength of our corporate system," The Associated Press reported David Ross, an attorney for Musk, told Chancellor Kathaleen McCormick. "This was stockholder democracy working."But McCormick wasn't immediately convinced. The judge said she'd take their arguments "under advisement" and that the issue "will not end…
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RDP: Ranked Differential Privacy for Facial Feature Protection in Multiscale Sparsified Subspace
03 Aug

RDP: Ranked Differential Privacy for Facial Feature Protection in Multiscale Sparsified Subspace

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arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs. Source link lol
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Aligning Multiple Knowledge Graphs in a Single Pass
03 Aug

Aligning Multiple Knowledge Graphs in a Single Pass

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arXiv:2408.00662v1 Announce Type: new Abstract: Entity alignment (EA) is to identify equivalent entities across different knowledge graphs (KGs), which can help fuse these KGs into a more comprehensive one. Previous EA methods mainly focus on aligning a pair of KGs, and to the best of our knowledge, no existing EA method considers aligning multiple (more than two) KGs. To fill this research gap, in this work, we study a novel problem of aligning multiple KGs and propose an effective framework named MultiEA to solve the problem. First, we embed the entities of all the candidate KGs into a common feature…
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Google strikes licensing deal with Character AI and poaches top executives for DeepMind
03 Aug

Google strikes licensing deal with Character AI and poaches top executives for DeepMind

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Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More AI avatar company Character AI is getting close with Google. The startup today announced in a blog post that it will license its large language model (LLM) tech to Google in exchange for “increased funding for Character.AI to continue growing and to focus on building personalized AI products for users around the world.” In addition, Character AI’s founding team, Noam Shazeer and Daniel De Freitas, along with some members of its research team, will join Google. The company said most of…
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Game Informer magazine is shutting down after 33 years
03 Aug

Game Informer magazine is shutting down after 33 years

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Another giant name in the gaming press is shutting down its operations. Game Informer announced today that it’s been shut down by its parent company GameStop after 33 years in the business. The entire website and its archives have also been removed and now redirect to the magazine’s final statement of thanks to its readers.“After 33 thrilling years of bringing you the latest news, reviews and insights from the ever-evolving world of gaming, it is with a heavy heart that we announce the closure of Game Informer,” the publication’s statement reads.Several social media posts confirmed the sad news about the…
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Elizabeth Warren says Jerome Powell needs to come back from vacation and cut interest rates now
03 Aug

Elizabeth Warren says Jerome Powell needs to come back from vacation and cut interest rates now

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Sen. Elizabeth Warren is grilling Federal Reserve Chair Jerome Powell on social media following Friday's weak jobs report that showed a jump in the unemployment rate and a slowdown in hiring.In an X post on Friday, the Massachusetts senator said that Powell "made a serious mistake not cutting rates" in light of the jobs report."He's been warned over and over again that waiting too long risks driving the economy into a ditch," she said. "The jobs data is flashing red."The senator added: "Powell needs to cancel his summer vacation and cut rates now — not wait 6 weeks."A report from…
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Graph Traversal Algorithms in Python
03 Aug

Graph Traversal Algorithms in Python

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Introduction:Graph traversal algorithms are an essential aspect of computer science, specifically in the field of data structures and algorithms. They are used to visit each node of a graph data structure, making it possible to access and manipulate the data within the graph efficiently. In this article, we will explore the various graph traversal algorithms available in Python and understand their advantages, disadvantages, and features. Advantages:One of the significant advantages of graph traversal algorithms is their ability to efficiently process large amounts of data. They provide a systematic approach to traverse through complex graphs and retrieve data as needed. Additionally,…
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