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A Comprehensive Analytical Framework for Mathematical Reasoning in Multimodal Large Language Models
Mathematical reasoning has emerged as a critical frontier in artificial intelligence, particularly in developing Large Language Models (LLMs) capable of performing complex problem-solving tasks. While traditional mathematical reasoning focuses on text-based inputs, modern applications increasingly involve multimodal elements including diagrams, graphs, and equations. This presents significant challenges for existing systems in processing and integrating information…
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50억 달러 피해에서 700명 해고까지··· 2024년 주요 IT 재난 8선
인공지능과 그 광범위한 도입을 둘러싼 과대 광고, 기술 업계의 대규모 해고, 대규모 사이버 공격, 대규모 합병 등이 헤드라인을 장식한 한 해였다. 이와 동시에 여느 해와 마찬가지로 2024년에도 IT 사고가 끊이지 않았다. 며칠 또는 몇 주 만에 잊힌 사건도 있었지만, 수십억 달러에 달하는 피해를 입히고 장기적인 영향을 미친 사건들도 있었다. 2024년의 주요 IT 재난을 정리한 이번…
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ITDM 2025 전망 | “불경기 시대 속 콘텐츠 산업··· 기술이 돌파구를 마련하다” CJ ENM 조성철 엔터부문 CIO
글로벌 OTT 플랫폼의 한국 시장 진출로 경쟁이 심화되는 가운데, 인구 감소와 미디어 플랫폼의 다변화로 인해 전통적 수익원이었던 광고 매출이 지속적으로 감소하고 있다. 경쟁력 있는 콘텐츠 확보만이 이러한 위기를 극복할 수 있는 핵심 열쇠지만, 제작비 상승과 경기 침체로 인한 예산 제약으로 양질의 콘텐츠 제작에 어려움을 겪고 있다. CIO의 역량은 위기 상황에서 오히려 빛을 발할 수 있다.…
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This Research from Amazon Explores Step-Skipping Frameworks: Advancing Efficiency and Human-Like Reasoning in Language Models
The pursuit of enhancing artificial intelligence (AI) capabilities is significantly influenced by human intelligence, particularly in reasoning and problem-solving. Researchers aim to create language models that emulate human-like behaviors, such as optimizing reasoning processes. This involves exploring how models can transition from detailed, step-by-step solutions to more efficient methods by selectively skipping steps, a hallmark…
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Big Data Career Notes for December 2024
It’s that time of month again–time for Big Data Career Notes, a monthly feature where we keep you up-to-date on the latest career developments for individuals in the big data community. Whether it’s a promotion, new company hire, or even an accolade, we’ve got the details. Check in each month for an updated list and…
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DeepSeek-V3, ultra-large open-source AI, outperforms Llama and Qwen on launch
The new model shows open-source closing in on closed-source models, suggesting reduced chances of one big AI player ruling the game.Read More
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6G-AI Mashups Will Reshape the Telecom Industry
Beyond faster data speeds and more reliable service, the next generation of wireless networks—6G—is expected to meet surging demands for data rate and coverage, plus new applications resulting from artificial intelligence. Telecommunications is one of the many industries expected to be affected by AI. Thanks to AI, 6G will include connected intelligence, exchanging and aggregating…
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Network problems delay flights at two oneworld Alliance airlines
IT problems struck flights at two oneworld Alliance member airlines this week, leading to delays and flight cancellations. Network equipment connecting internal and external systems at Japan Airlines (JAL) malfunctioned early on Dec. 26 after “receiving a large amount of data from an external source,” the company said. Delays due to too much traffic The…
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Leveraging Avaya Experience Platform to accelerate your digital banking transformation
Banks are striving for digital innovation but regulatory constraints, data security and privacy concerns, integration challenges, and the high costs of enabling change prevent 70% from achieving their transformation goals. Considering the speed that technology is evolving, the alternative of standing still isn’t an option. How can banks cross the threshold into a digital future to enhance experiences,…
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Microsoft and Tsinghua University Researchers Introduce Distilled Decoding: A New Method for Accelerating Image Generation in Autoregressive Models without Quality Loss
Autoregressive (AR) models have changed the field of image generation, setting new benchmarks in producing high-quality visuals. These models break down the image creation process into sequential steps, each token generated based on prior tokens, creating outputs with exceptional realism and coherence. Researchers have widely adopted AR techniques for computer vision, gaming, and digital content…