Experimental News Clipping Site

Tag: scaling

  • Cloud Blog: Operationalizing generative AI apps with Apigee

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/api-management/using-apigee-api-management-for-ai/ Source: Cloud Blog Title: Operationalizing generative AI apps with Apigee Feedly Summary: Generative AI is now well  beyond the hype and into the realm of practical application. But while organizations are eager to build enterprise-ready gen AI solutions on top of large language models (LLMs), they face challenges in managing, securing, and…

  • The Register: DeepMind working on distributed training of large AI models

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/02/11/deepmind_distributed_model_training_research/ Source: The Register Title: DeepMind working on distributed training of large AI models Feedly Summary: Alternate process could be a game changer if they can make it practicable Is distributed training the future of AI? As the shock of the DeepSeek release fades, its legacy may be an awareness that alternative approaches…

  • Hacker News: Meta’s Hyperscale Infrastructure: Overview and Insights

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    Kurt Seifried
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    Source URL: https://cacm.acm.org/research/metas-hyperscale-infrastructure-overview-and-insights/ Source: Hacker News Title: Meta’s Hyperscale Infrastructure: Overview and Insights Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides an in-depth overview of Meta’s hyperscale infrastructure, highlighting its engineering culture, productivity initiatives, hardware-software co-design, and innovative strategies for optimizing performance and reducing costs. The insights offered are relevant for…

  • Hacker News: Scaling Up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

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    Kurt Seifried
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    Source URL: https://arxiv.org/abs/2502.05171 Source: Hacker News Title: Scaling Up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a novel language model architecture that enhances test-time computation through latent reasoning, presenting a new methodology that contrasts with traditional reasoning models. It emphasizes the…

  • The Register: London has 400 GW of grid requests holding up datacenter builds

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/02/10/london_has_400_gw_of/ Source: The Register Title: London has 400 GW of grid requests holding up datacenter builds Feedly Summary: And up to 70% of stalled energy generation projects are unlikely to be approved, claims regulator Ofgem While the UK government wants to turbocharge datacenter construction, a newly published report says there are already 400…

  • Hacker News: Ilya Sutskever’s startup in talks to fundraise at roughly $20B valuation

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    Kurt Seifried
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    Source URL: https://techcrunch.com/2025/02/07/report-ilya-sutskevers-startup-in-talks-to-fundraise-at-roughly-20b-valuation/ Source: Hacker News Title: Ilya Sutskever’s startup in talks to fundraise at roughly $20B valuation Feedly Summary: Comments AI Summary and Description: Yes Summary: Safe Superintelligence, an AI startup co-founded by former OpenAI chief scientist Ilya Sutskever, is in discussions to secure funding at a valuation of at least $20 billion. This…

  • Hacker News: Understanding Reasoning LLMs

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    Kurt Seifried
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    Source URL: https://magazine.sebastianraschka.com/p/understanding-reasoning-llms Source: Hacker News Title: Understanding Reasoning LLMs Feedly Summary: Comments AI Summary and Description: Yes Summary: The text explores advancements in reasoning models associated with large language models (LLMs), focusing particularly on the development of DeepSeek’s reasoning model and various approaches to enhance LLM capabilities through structured training methodologies. This examination is…

  • Cloud Blog: Announcing public beta of Gen AI Toolbox for Databases

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/announcing-gen-ai-toolbox-for-databases-get-started-today/ Source: Cloud Blog Title: Announcing public beta of Gen AI Toolbox for Databases Feedly Summary: Today, we are thrilled to announce the public beta launch of Gen AI Toolbox for Databases in partnership with LangChain, the leading orchestration framework for developers building large language model (LLM) applications. Gen AI Toolbox for Databases…

  • Simon Willison’s Weblog: S1: The $6 R1 Competitor?

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Feb/5/s1-the-6-r1-competitor/ Source: Simon Willison’s Weblog Title: S1: The $6 R1 Competitor? Feedly Summary: S1: The $6 R1 Competitor? Tim Kellogg shares his notes on a new paper, s1: Simple test-time scaling, which describes an inference-scaling model fine-tuned on top of Qwen2.5-32B-Instruct for just $6 – the cost for 26 minutes on 16 NVIDIA…