This AI paper from DeepSeek-AI Explores How DeepSeek-V3 Delivers High-Performance Language Modeling by Minimizing Hardware Overhead and Maximizing Computational Efficiency

This AI paper from DeepSeek-AI Explores How DeepSeek-V3 Delivers High-Performance Language Modeling by Minimizing Hardware Overhead and Maximizing Computational Efficiency

The growth in developing and deploying large language models (LLMs) is closely tied to architectural innovations, large-scale datasets, and hardware improvements. Models like DeepSeek-V3, GPT-4o, Claude 3.5 Sonnet, and LLaMA-3 have demonstrated how scaling enhances reasoning and dialogue capabilities. However, as their performance increases, so do computing, memory, and communication bandwidth demands, placing substantial strain…

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The State of AI Security in 2025: Key Insights from the Cisco Report

The State of AI Security in 2025: Key Insights from the Cisco Report

As more businesses adopt AI, understanding its security risks has become more important than ever. AI is reshaping industries and workflows, but it also introduces new security challenges that organizations must address. Protecting AI systems is essential to maintain trust, safeguard privacy, and ensure smooth business operations. This article summarizes the key insights from Cisco’s…

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Building safer dialogue agents

Building safer dialogue agents

Research Published 22 September 2022 Authors The Sparrow team Training an AI to communicate in a way that’s more helpful, correct, and harmless In recent years, large language models (LLMs) have achieved success at a range of tasks such as question answering, summarisation, and dialogue. Dialogue is a particularly interesting task because it features flexible…

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Rime Introduces Arcana and Rimecaster (Open Source): Practical Voice AI Tools Built on Real-World Speech

Rime Introduces Arcana and Rimecaster (Open Source): Practical Voice AI Tools Built on Real-World Speech

The field of Voice AI is evolving toward more representative and adaptable systems. While many existing models have been trained on carefully curated, studio-recorded audio, Rime is pursuing a different direction: building foundational voice models that reflect how people actually speak. Its two latest releases, Arcana and Rimecaster, are designed to offer practical tools for…

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Evolving from Bots to Brainpower: The Ascendancy of Agentic AI

Evolving from Bots to Brainpower: The Ascendancy of Agentic AI

What truly separates us from machines? Free will, creativity and intelligence? But think about it. Our brains aren’t singular, monolithic processors. The magic isn’t in one “thinking part,” but rather in countless specialized agents—neurons—that synchronize perfectly. Some neurons catalog facts, others process logic or govern emotion, still more retrieve memories, orchestrate movement, or interpret visual…

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Discovering novel algorithms with AlphaTensor

Discovering novel algorithms with AlphaTensor

Research Published 5 October 2022 Authors Alhussein Fawzi, Matej Balog, Bernardino Romera-Paredes, Demis Hassabis, Pushmeet Kohli First extension of AlphaZero to mathematics unlocks new possibilities for research Algorithms have helped mathematicians perform fundamental operations for thousands of years. The ancient Egyptians created an algorithm to multiply two numbers without requiring a multiplication table, and Greek…

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