stp2y - CybAI news

10 Jul

Multi-Label Plant Species Classification with Self-Supervised Vision Transformers

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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

10 Jul

When in Doubt, Cascade: Towards Building Efficient and Capable Guardrails

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arXiv:2407.06323v1 Announce Type: new Abstract: Large language models (LLMs) have convincing performance in a variety of downstream tasks. However, these systems are prone to generating undesirable outputs such as harmful and biased text. In order to remedy such generations, the development of guardrail (or detector) models has gained traction. Motivated by findings from developing a detector for social bias, we adopt the notion of a use-mention distinction - which we identified as the primary source of under-performance in the preliminary versions of our social bias detector. Armed with this information, we describe a fully extensible and reproducible synthetic data generation…

10 Jul

Google brings passkeys to its Advanced Protection Program

stp2y0 CommentsNewsAdvanced Protection Program, google, news, passkey, security, tomorrow

Google is adding support to its Advanced Protection Program. APP is the company's highest-level security option. It's intended for targets who could be at high risk of hacks or other scams, such as elected officials or human rights workers, and it previously required a physical security key to use. In Google's today, it acknowledged that the physical component made APP less feasible for some of the people who need the service most. Now, people who enroll in APP can opt for a passkey or for a physical key.Google was one of many tech companies to start offering passkeys for security,…

10 Jul

Javascript Can Make a Phenomenal Numerology Website

stp2y0 CommentsNewscoding, community, development, engineering, inclusive, javascript, software

I have been working as a javascript developer for the last four years and I have worked on several industry websites for my clients. Recently, I worked on a numerology website and my mind completely blew away when I worked on the website. In this article, I shared my experience of working on a numerology website. First of all, I want to tell you that working on a numerology website was super easy, and witnessing the application of the numerology app was magic. If you are looking to generate a side income then learning the basics of numerology and developing…

10 Jul

Deloitte Launches an AI and Data Accelerator Program With AWS

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Funding, combined with a new Innovation Lab, will deepen the organizations’ relationship to help global clients realize the value of emerging technologies like Generative AI by combining data, analytics and AI/ML capabilities with business intelligence Today, Deloitte announced the creation of a multi-year strategic collaboration agreement with Amazon Web Services (AWS) to help clients around the world scale their Generative Artificial Intelligence, data and analytics and quantum computing capabilities by using AWS services, such as Amazon SageMaker, Amazon Bedrock, Amazon Q and Amazon Braket. Together, the two organizations will establish an Innovation Lab, helping clients explore future technologies like artificial…

10 Jul

Why Amazon wants you to pick up your Prime Day orders this year

stp2y0 CommentsRAG models

Amazon has built its delivery chops for years. In fact, one big selling point of its $139-a-year Prime membership is free one-day shipping to customers' doors.But this year, Prime Day promotions are pointing shoppers toward the option of taking on some of the delivery work themselves by instead collecting packages from its growing network of lockers and other pick-up points.Prime members are "able to choose how and where those items arrive— whether at home, work, or places you frequent with Amazon's network of thousands of package pick-up locations," Amazon said last month as it touted the massive shopping event, which…

10 Jul

AI-powered NLP enhances legal aid at Justice Connect

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Australian non-profit Justice Connect, dedicated to providing legal assistance to disadvantaged individuals and advocating for social justice, has integrated natural language processing (NLP) technology to enhance its operations and extend its reach. NLP, a branch of artificial intelligence (AI) focused on enabling computers to understand human language, has been pivotal in increasing the organization's efficiency and helping more people access crucial legal support.Extensive network and missionJustice Connect collaborates with over 10,000 pro bono lawyers, aiding thousands of individuals annually with issues ranging from housing and employment disputes to elder abuse and family violence. The organization also offers practical legal resources…

10 Jul

Germany Saw 15% Increase in Startups During First Half

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Germany saw a surge in startup companies compared with last year, with 15% increase recorded in the first half reported by the country’s startup association. Software was key, with an unprecedented number of businesses created, accounting for a fifth of the total. That trend was driven by increased digitalization and use of artificial intelligence. Source link lol

10 Jul

Characterization of topological structures in different neural network architectures

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arXiv:2407.06286v1 Announce Type: new Abstract: One of the most crucial tasks in the future will be to understand what is going on in neural networks, as they will become even more powerful and widely deployed. This work aims to use TDA methods to analyze neural representations. We develop methods for analyzing representations from different architectures and check how one should use them to obtain valid results. Our findings indicate that removing outliers does not have much impact on the results and that we should compare representations with the same number of elements. We applied these methods for ResNet, VGG19, and…

10 Jul

SGOR: Outlier Removal by Leveraging Semantic and Geometric Information for Robust Point Cloud Registration

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arXiv:2407.06297v1 Announce Type: new Abstract: In this paper, we introduce a new outlier removal method that fully leverages geometric and semantic information, to achieve robust registration. Current semantic-based registration methods only use semantics for point-to-point or instance semantic correspondence generation, which has two problems. First, these methods are highly dependent on the correctness of semantics. They perform poorly in scenarios with incorrect semantics and sparse semantics. Second, the use of semantics is limited only to the correspondence generation, resulting in bad performance in the weak geometry scene. To solve these problems, on the one hand, we propose secondary ground segmentation…