Tag: generative model

  • Wired: Generative AI and Climate Change Are on a Collision Course

    Source URL: https://www.wired.com/story/true-cost-generative-ai-data-centers-energy/ Source: Wired Title: Generative AI and Climate Change Are on a Collision Course Feedly Summary: From energy to resources, data centers have grown too greedy. AI Summary and Description: Yes Summary: The text highlights the environmental impact of AI, particularly the energy consumption and resource use associated with large language models (LLMs)…

  • Cloud Blog: Announcing the general availability of Trillium, our sixth-generation TPU

    Source URL: https://cloud.google.com/blog/products/compute/trillium-tpu-is-ga/ Source: Cloud Blog Title: Announcing the general availability of Trillium, our sixth-generation TPU Feedly Summary: The rise of large-scale AI models capable of processing diverse modalities like text and images presents a unique infrastructural challenge. These models require immense computational power and specialized hardware to efficiently handle training, fine-tuning, and inference. Over…

  • Hacker News: AI hallucinations: Why LLMs make things up (and how to fix it)

    Source URL: https://www.kapa.ai/blog/ai-hallucination Source: Hacker News Title: AI hallucinations: Why LLMs make things up (and how to fix it) Feedly Summary: Comments AI Summary and Description: Yes Summary: The text addresses a critical issue in AI, particularly with Large Language Models (LLMs), known as “AI hallucination.” This phenomenon presents significant challenges in maintaining the reliability…

  • AWS News Blog: Meet your training timelines and budgets with new Amazon SageMaker HyperPod flexible training plans

    Source URL: https://aws.amazon.com/blogs/aws/meet-your-training-timelines-and-budgets-with-new-amazon-sagemaker-hyperpod-flexible-training-plans/ Source: AWS News Blog Title: Meet your training timelines and budgets with new Amazon SageMaker HyperPod flexible training plans Feedly Summary: Unlock efficient large model training with SageMaker HyperPod flexible training plans – find optimal compute resources and complete training within timelines and budgets. AI Summary and Description: Yes **Summary:** The announcement…

  • The Register: Panasonic brings its founder back to life as an AI

    Source URL: https://www.theregister.com/2024/11/29/panasonic_ai_founder/ Source: The Register Title: Panasonic brings its founder back to life as an AI Feedly Summary: Digital clone of Kōnosuke Matsushita to dispense management advice to new generation Japanese multinational electronics mainstay Panasonic – founded in 1918 as Matsushita Electric Housewares Manufacturing Works –has created an AI version of its long deceased…

  • Hacker News: A Deep Dive into DDPMs

    Source URL: https://magic-with-latents.github.io/latent/posts/ddpms/part3/ Source: Hacker News Title: A Deep Dive into DDPMs Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text delves into the mathematical and algorithmic underpinnings of Diffusion Models (DDPMs) for generating images, focusing on the forward and reverse processes involved in sampling from the distributions. It highlights both the complications…

  • Cloud Blog: Build an AI agent for trip planning with Gemini 1.5 Pro: A step-by-step guide

    Source URL: https://cloud.google.com/blog/topics/developers-practitioners/learn-how-to-create-an-ai-agent-for-trip-planning-with-gemini-1-5-pro/ Source: Cloud Blog Title: Build an AI agent for trip planning with Gemini 1.5 Pro: A step-by-step guide Feedly Summary: Gemini 1.5 Pro is creating new possibilities for developers to build AI agents that streamline the customer experience. In this post, we’ll focus on a practical application that has emerged in the…

  • Hacker News: AI’s Slowdown Is Everyone Else’s Opportunity

    Source URL: https://www.bloomberg.com/opinion/articles/2024-11-20/ai-slowdown-is-everyone-else-s-opportunity Source: Hacker News Title: AI’s Slowdown Is Everyone Else’s Opportunity Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a critical perspective on the contemporary challenges facing artificial intelligence, particularly generative models. It highlights a shift in expectations regarding the improvement of AI capabilities in relation to data and…

  • Simon Willison’s Weblog: Qwen: Extending the Context Length to 1M Tokens

    Source URL: https://simonwillison.net/2024/Nov/18/qwen-turbo/#atom-everything Source: Simon Willison’s Weblog Title: Qwen: Extending the Context Length to 1M Tokens Feedly Summary: Qwen: Extending the Context Length to 1M Tokens The new Qwen2.5-Turbo boasts a million token context window (up from 128,000 for Qwen 2.5) and faster performance: Using sparse attention mechanisms, we successfully reduced the time to first…

  • Hacker News: Diffusion models are evolutionary algorithms

    Source URL: https://gonzoml.substack.com/p/diffusion-models-are-evolutionary Source: Hacker News Title: Diffusion models are evolutionary algorithms Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a groundbreaking paper linking diffusion models and evolutionary algorithms, positing that both processes create novelty and generalization in data. This revelation is crucial for AI professionals, particularly in generative AI and…