Author: Hunter
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Cache-Augmented Generation: Leveraging Extended Context Windows in Large Language Models for Retrieval-Free Response Generation
Large language models (LLMs) have recently been enhanced through retrieval-augmented generation (RAG), which dynamically integrates external knowledge sources to improve response quality for open-domain questions and specialized tasks. However, RAG systems face several significant challenges that limit their effectiveness. The real-time retrieval process introduces latency in response generation, while document selection and ranking errors can… Read more
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This AI Paper Explores Embodiment, Grounding, Causality, and Memory: Foundational Principles for Advancing AGI Systems
Artificial General Intelligence (AGI) seeks to create systems that can perform various tasks, reasoning, and learning with human-like adaptability. Unlike narrow AI, AGI aspires to generalize its capabilities across multiple domains, enabling machines to operate in dynamic and unpredictable environments. Achieving this requires combining sensory perception, abstract reasoning, and decision-making with a robust memory and… Read more
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Listen to your technology users — they have led to the most disruptive innovations in history
Technology users can be a source of ingenious ideas rather than a barrier. Here’s how to seek out innovative disruption.Read More Read more
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Latin American Fact-Checkers Brace for Meta’s Next Moves
So far Meta has only abandoned fact-checking in the US. If and when it expands, the move will be a major blow to the Latin American news ecosystem. Read more
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A Glowing Metal Ring Crashed to Earth. No One Knows Where It Came From
The 1,100-pound mystery object landed in Kenya at the end of December. Experts are still baffled. Read more
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IEEE Offers New Credential to Address Tech Skills Gap
Analysts predict that demand for engineers will skyrocket during the next decade, and that the supply will fall substantially short. A Comptia report about the tech workforce estimates that there will be an additional 7.1 million tech jobs in the United States by 2034. Yet nearly one in three engineering jobs will go unfilled each… Read more
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Shure MV6 Review: A Clean Looking Gaming Mic
Shure’s new USB gaming mic looks familiar, but it might be too streamlined. Read more
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These Maps Show Just How Dry Southern California Is Right Now
In early January, soil moisture in much of Southern California was in the bottom 2 percent of historical records. Read more
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Los Angeles Will Remain at High Risk of Fire Into Next Week
The arrival of La Niña is starving California of rain, and more high Santa Ana winds could be on the way. Read more
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Anthropic’s chief scientist on 5 ways agents will be even better in 2025
Agents are the hottest thing in tech right now. Top firms from Google DeepMind to OpenAI to Anthropic are racing to augment large language models with the ability to carry out tasks by themselves. Known as agentic AI in industry jargon, such systems have fast become the new target of Silicon Valley buzz. Everyone from… Read more