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AutoCE: An Intelligent Model Advisor Revolutionizing Cardinality Estimation for Databases through Advanced Deep Metric Learning and Incremental Learning Techniques
Cardinality estimation (CE) is essential to many database-related tasks, such as query generation, cost estimation, and query optimization. Accurate CE is necessary to ensure optimal query planning and execution within a database system. Adopting machine learning (ML) techniques has introduced new possibilities for CE, allowing researchers to leverage ML models’ robust learning and representation capabilities.…
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Enhancing Language Models with Retrieval-Augmented Generation: A Comprehensive Guide
Retrieval Augmented Generation (RAG) is an AI framework that optimizes the output of a Large Language Model (LLM) by referencing a credible knowledge base outside of its training sources. RAG combines the capabilities of LLMs with the strengths of traditional information retrieval systems such as databases to help AI write more accurate and relevant text.…
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메가존클라우드, 하나투어에 맞춤형 AI 챗봇 서비스 구현 발표
메가존클라우드가 생성형 AI 기술 기반 서비스로 하나투어의 고객 상담을 고도화하는 프로젝트를 성공적으로 완수했다고 30일 밝혔다. 하나투어는 지난 7월 메가존클라우드의 ‘GenAI360’을 적용해 ‘AI 채팅 상담 서비스’의 시범 운영을 개시한 바 있다. 이번 프로젝트는 해당 서비스를 고객 맞춤형 상담이 가능하도록 고도화하는 작업이다. 30일 정식 서비스에 들어간 이번 ‘AI 채팅 상담 서비스’는 고객들의 실제 예약 정보를 기반으로 맞춤…
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G2 Names INE 2024 Enterprise and Small Business Leader
INE, a global leader in networking and cybersecurity training and certifications, is proud to announce they have earned 14 awards in G2’s Fall 2024 Report, including “Fastest Implementation” and “Most Implementable,” which highlight INE’s superior performance relative to competitors. “Best hands-on and real world scenario based curriculum,” raves small business user Satvik V. in a…
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GITEX GLOBAL 2024: Huawei to Accelerate Industrial Digitalization and Intelligence
From October 14 to 18, Huawei will participate in the GITEX Global 2024, one of the world’s largest technology exhibitions, as a Diamond Sponsor. There, it will showcase a variety of innovative products and solutions at the exhibition under the theme “Accelerate Industrial Digitalization and Intelligence”. Huawei aims to come together with global industry customers,…
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Scaling Laws and Model Comparison: New Frontiers in Large-Scale Machine Learning
Large language models (LLMs) have gained significant attention in machine learning, shifting the focus from optimizing generalization on small datasets to reducing approximation error on massive text corpora. This paradigm shift presents researchers with new challenges in model development and training methodologies. The primary objective has evolved from preventing overfitting through regularization techniques to effectively…
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Ovis-1.6: An Open-Source Multimodal Large Language Model (MLLM) Architecture Designed to Structurally Align Visual and Textual Embeddings
Artificial intelligence (AI) is transforming rapidly, particularly in multimodal learning. Multimodal models aim to combine visual and textual information to enable machines to understand and generate content that requires inputs from both sources. This capability is vital for tasks such as image captioning, visual question answering, and content creation, where more than a single data…
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Onboarding the AI workforce: How digital agents will redefine work itself
By 2030, AI will have evolved from a back-office assistant to a front-line collaborator in enterprise. Those who embrace it will thrive.Read More
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How to Disable a Nuclear Warhead in Midflight
In 1956 Henry Kissinger speculated in Foreign Affairs about how the nuclear stalemate between the United States and the Soviet Union could force national security officials into a terrible dilemma. His thesis was that the United States risked sending a signal to potential aggressors that, faced with conflict, defense officials would have only two choices:…
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The 14 Best Office Chairs in 2024, Tested and Reviewed
Sitting at a desk for hours? Upgrade your WFH setup and work in style with these comfy WIRED-tested seats.