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The Role of Specifications in Modularizing Large Language Models
Software has been a critical catalyst for economic growth over the past several decades, a phenomenon prominently articulated by Andreessen in his influential blog post, “Why software is eating the world.” The technological landscape is now witnessing another transformative wave with Artificial Intelligence, particularly Large Language Models (LLMs), poised to revolutionize the existing software ecosystem.…
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US government AI Task Force offers recommendations — but are they really helpful to enterprises?
The US government has been scrambling to keep up with AI technologies that are advancing at an unprecedented pace. As a means of providing a framework for AI governance and use in the US, the bipartisan House of Representatives Task Force on AI has released a 273 page AI report offering recommendations in areas including…
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From Token to Conceptual: Meta introduces Large Concept Models in Multilingual AI
Large Language Models (LLMs) have become indispensable tools for diverse natural language processing (NLP) tasks. Traditional LLMs operate at the token level, generating output one word or subword at a time. However, human cognition works on multiple levels of abstraction, enabling deeper analysis and creative reasoning. Addressing this gap, in a new paper Large Concept…
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데이터브릭스, 100억 달러 규모 시리즈 J 투자 유치
이번 투자는 스라이브 캐피털(Thrive Capital) 외에도 안드레센 호로위츠, DST 글로벌, GIC, 인사이트 파트너스 WCM 인베스트먼트 매니지먼트가 공동으로 주도했다. 또한, 기존 투자자인 온타리오 교직원 연금과 함께 아이코닉 그로스, MGX, 샌즈 캐피탈, 웰링턴 매니지먼트 등이 신규 투자자로 참여했다. 데이터브릭스는 최근 AI 수요에 힘입어 전년 대비 60% 이상의 성장을 기록했다. 데이터브릭스는 이번에 확보한 자금을 바탕으로 고객 수요를 충족하기…
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메타, AI·혼합현실 결합한 메타버스 비전 소개··· “안경이 최적의 AI 네이티브 폼팩터”
“혼합현실 하드웨어와 AI 글래스 모두 새로운 수준의 품질과 접근성을 달성했다. 이러한 플랫폼의 안정성 덕분에 소프트웨어 개발자들은 운영체제부터 AI 기능에 이르는 분야에서 더 빠르게 움직일 수 있게 되었다. 이것이 바로 메타버스가 주목받기 시작한 이유이며, 내년이 리얼리티 랩 역사상 가장 중요한 한 해가 될 것이라고 확신한다.” 메타(Meta)의 CTO 겸 리얼리티 랩의 책임자인 앤드류 보스워스가 ‘미래 가속화: AI,…
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Mechanisms of Localized Receptive Field Emergence in Neural Networks
A notable aspect of peripheral responses in the animal nervous system is localization, where the linear receptive fields of simple-cell neurons respond to specific, contiguous regions much smaller than their total input domain. However, localization poses a critical challenge in understanding neural information processing across sensory systems. Traditional machine learning approaches generate weight distributions, that…
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Self-Calibrating Conformal Prediction: Enhancing Reliability and Uncertainty Quantification in Regression Tasks
In machine learning, reliable predictions and uncertainty quantification are critical for decision-making, particularly in safety-sensitive domains like healthcare. Model calibration ensures predictions accurately reflect true outcomes, making them robust against extreme over- or underestimation and facilitating trustworthy decision-making. Predictive inference methods, such as Conformal Prediction (CP), offer a model-agnostic and distribution-free approach to uncertainty quantification…
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Google Released State of the Art ‘Veo 2’ for Video Generation and ‘Improved Imagen 3’ for Image Creation: Setting New Standards with 4K Video and Several Minutes Long Video Generation
Video and Image generation innovations are improving the quality of visuals and focusing on making AI models more responsive to detailed prompts. AI tools have opened new possibilities for artists, filmmakers, businesses, and creative professionals by achieving more accurate representations of real-world physics and human movement. AI-generated visuals are no longer limited to generic images…
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6 keys to genAI success in 2025
While genAI has been a hot topic for the past couple of years, organizations have largely focused on experimentation. In 2025, that’s going to change. It’s the year organizations will move their AI initiatives into production and aim to achieve a return on investment (ROI). But first, they’ll need to overcome challenges around scale, governance,…
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AI Santa Delivers Holiday Cheer, One Token At a Time
Forget Shopping Mall Santa–in 2024, folks who crave a conversation with the big guy but who don’t want to travel outside the home can now chat with AI Santa, an interactive experience powered by cutting edge AI models. AI Santa provides a way for children of all ages to have a video call with a…