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Distill Your LLMs and Surpass Their Performance: spaCy’s Creator at InfoQ DevSummit Munich

Distill Your LLMs and Surpass Their Performance: spaCy’s Creator at InfoQ DevSummit Munich

In her presentation at the inaugural edition of InfoQ Dev Summit Munich, Ines Montani built on top of the presentation she had earlier this year at QCon London and provided the audience with practical solutions for using the latest state-of-the-art models in real-world applications and distilling their knowledge into smaller and faster components that you can run and maintain in-house. She began by stating that using black box models hidden behind APIs would prevent us from satisfying the properties of good software: modular, transparent, explainable, data-private, reliable, and affordable. Further, Montani pointed out that GenAI can be helpful in multiple situations…
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AI Web Developer – GitHub Spark

AI Web Developer – GitHub Spark

GitHub Spark : Can we enable anyone to create or adapt software for themselves, using AI and a fully-managed runtime? GitHub Spark is an AI-powered tool for creating and sharing micro apps (“sparks”), which can be tailored to your exact needs and preferences, and are directly usable from your desktop and mobile devices. Without needing to write or deploy any code. And it enables this through a combination of three tightly-integrated components: An NL-based editor, which allows easily describing your ideas, and then refining them over timeA managed runtime environment, which hosts your sparks, and provides them access to data…
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Análise de Sulco de Pneus com Inteligência Artificial em Python!

Análise de Sulco de Pneus com Inteligência Artificial em Python!

A análise de sulcos de pneus é uma tarefa crucial para identificar o desgaste e garantir a segurança, especialmente em veículos que percorrem longas distâncias. Com o uso de Inteligência Artificial (IA) e Python, podemos automatizar esse processo de maneira rápida e precisa. Aqui, mostramos como um modelo de rede neural convolucional (CNN), baseado na arquitetura VGG16, classifica pneus em "novos" ou "usados", enquanto o OpenCV ajuda a analisar as imagens para medir a profundidade dos sulcos. Tecnologias Usadas Python:Linguagem de programação popular para IA e Machine Learning, especialmente por suas bibliotecas avançadas. OpenCV: Usado para processar as imagens, detectar…
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AI Tools Every Mobile Developer Needs to Use

AI Tools Every Mobile Developer Needs to Use

In recent years, artificial intelligence (AI) has transformed mobile app development, enabling developers to build smarter, more responsive, and user-friendly applications. AI tools can enhance various aspects of mobile development, from coding and debugging to user experience optimization and security. This article will explore the must-have AI tools that every mobile developer should consider for efficient, innovative app creation. For developers and businesses looking to take advantage of professional AI expertise, a great starting point is the list of Top Artificial Intelligence Companies which provides an overview of trusted vendors specializing in these fields. 1. Machine Learning Platforms Machine learning…
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Apple Intelligence is now available with iOS 18.1 and macOS 15.1

Apple Intelligence is now available with iOS 18.1 and macOS 15.1

The wait is finally over. Apple Intelligence is making its proper debut with the public releases of iOS 18.1, iPadOS 18.1 and macOS Sequoia 15.1 today. Typically, point-one versions of Apple operating systems add minor features and fix bugs, but this year it brings a major update since Apple Intelligence features weren't quite ready in time for the rollout of iOS 18. Considering the new iPhone 16 series was touted as "built for Apple Intelligence," but launched without the features they were built for, this release has been long in the making. Those with older devices are likely to find…
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Apple Intelligence is coming to EU iPhones and iPads in April

Apple Intelligence is coming to EU iPhones and iPads in April

Folks in the European Union finally know when Apple Intelligence will be available on their mobile devices. Apple told EU users on Monday that its AI suite will arrive in April 2025. The first Apple Intelligence features, including Writing Tools and AI notification summaries, are now available for English speakers elsewhere.Apple announced the EU release date in a press release for the European Union (via 9to5Mac). Translated from Italian, the news post reads, “In April, Apple Intelligence features will begin to be distributed to iPhone and iPad users in the EU.”The article notes that the first wave of Apple Intelligence…
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Google is reportedly developing ‘Jarvis’ AI that could take over your web browser

Google is reportedly developing ‘Jarvis’ AI that could take over your web browser

Google may be close to unveiling an AI agent that can operate a web browser to help users automate everyday tasks. reports that the company is working on a “computer-using agent” under the codename Project Jarvis, and it may be ready to be previewed as soon as December. According to sources that spoke to The Information, Jarvis “responds to a person’s commands by capturing frequent screenshots of what’s on their computer screen, and interpreting the shots before taking actions like clicking on a button or typing into a text field.”Jarvis is reportedly made to work only with web browsers —…
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Rethinking Self-Attention: Polynomial Activations for Capturing Long-Range Dependencies

Rethinking Self-Attention: Polynomial Activations for Capturing Long-Range Dependencies

This is a Plain English Papers summary of a research paper called Rethinking Self-Attention: Polynomial Activations for Capturing Long-Range Dependencies. If you like these kinds of analysis, you should join AImodels.fyi or follow me on Twitter. Overview The paper proposes an alternative to the softmax activation function for self-attention layers in transformer models. It introduces a new "Self-Attention with Polynomial Activations" (SAPA) approach that uses polynomial functions instead of softmax. The authors provide a theoretical analysis of SAPA and compare it to softmax-based self-attention. Plain English Explanation The softmax function is commonly used in transformer models to calculate the attention…
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Meta AI gains access to Reuters news content in multi-year deal

Meta AI gains access to Reuters news content in multi-year deal

Another day, another publication contributes to the rise of AI. First, the likes of Time and Dotdash Meredith partnered with OpenAI to license their property, now Reuters is giving Meta's AI chatbot access to its news content for responses to current events and news questions, Axios first reported.Basically, the multi-year deal allows users in the US to now receive real-time news details from Meta's AI chatbot tool, with these answers citing and linking out to Reuters' relevant stories.This deal marks Meta's first AI news deal, but Reuter's has worked with the company as a fact-checking partner since 2020. "We're always iterating…
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The UK’s antitrust regulator will formally investigate Alphabet’s $2.3 billion Anthropic investment

The UK’s antitrust regulator will formally investigate Alphabet’s $2.3 billion Anthropic investment

The UK’s competition regulator is probing Alphabet’s investment in AI startup Anthropic. After opening public comments this summer, the Competition and Market Authority (CMA) said on Thursday it has “sufficient information” to begin an initial investigation into whether Alphabet’s reported $2.3 billion investment in the Claude AI chatbot maker harms competition in UK markets.The CMA breaks its merger probes into two stages: a preliminary scan to determine whether there’s enough evidence to dig deeper and an optional second phase where the government gathers as much evidence as possible. After the second stage, it ultimately decides on a regulatory outcome.The probe…
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