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#aidevelopment

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Biruk

Unlock the Secrets of AI Learning! ????Ever wondered how generative AI, the powerhouse behind stunning images and sophisticated text, truly learns? Park et al.'s groundbreaking study, ‘Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space,’ offers a revolutionary new perspective. Forget black boxes – this research unveils a "concept space" where AI learning becomes a visible journey!By casting ideas into geometric space, the authors bring to life how AI models learn step by step, stripping bare the order and timing of their knowledge. See the crucial role played by the "concept signal" in predicting what a model is first going to learn and note the fascinating "trajectory turns" revealing the sudden "aha!" moments of emergent abilities.This is not a theoretical abstraction – the framework has deep implications in the real world:Supercharge AI Training: Optimise training data to speed learning and improve efficiency.Demystify New Behaviours: Understand and even manage unforeseen strengths of state-of-the-art AI.Debug at Scale: Gain unprecedented insights into the knowledge state of a model to identify and fix faults.Future-Proof AI: This mode-agnostic feature primes the understanding of learning in other AI systems.This study is a must-read for all who care about the future of AI, from scientists and engineers to tech geeks and business executives. It's not only what AI can accomplish, but how it comes to do so.Interested in immersing yourself in the captivating universe of AI learning?Click here to read the complete article and discover the secrets of the concept space! #AI #MachineLearning #GenerativeAI #DeepLearning #Research #Innovation #ConceptSpace #EmergentCapabilities #AIDevelopment #Tech #ArtificialIntelligence #DataScience #FutureofAI #Interpretability

Richard MacManus

Warp, the command-line terminal app built for AI, has finally arrived on Windows. I spoke with Warp founder Zach Lloyd about the release. He says its "the first time on Windows that people are getting a 100% native AI-first developer tool." thenewstack.io/warp-launches-a #AIdevelopment

The New Stack · Warp Launches AI-First Native Terminal App for WindowsOn its Windows launch, CEO Zach Lloyd tells us why Warp's next-generation terminal is a natural interface for pro developers working with AI.
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Richard MacManus

Google has just launched Gemini Code Assist for individuals, a free AI-coding assistant offering *90 times* more code completions than GitHub Copilot. Reminiscent of when Google launched Gmail in 2004 offering one gigabyte of storage space — more than 100 times what Yahoo and Microsoft had at the time. thenewstack.io/google-ai-codin #AIcoding #aidevelopment tip @Techmeme

The New Stack · Google AI Coding Tool Now Free, With 90x Copilot’s OutputGoogle launches Gemini Code Assist for individuals, a free AI-coding assistant offering 90 times more code completions than GitHub Copilot.
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