Tag: classification
-
The Register: John Deere boasts driverless fleet at CES – who needs operators anyway?
Source URL: https://www.theregister.com/2025/01/07/john_deere_new_autonomous_tractors/ Source: The Register Title: John Deere boasts driverless fleet at CES – who needs operators anyway? Feedly Summary: Lots of new ways to cut labor costs, no mention of repairability CES John Deere’s vision of the future of farming, quarrying, and landscaping has emerged at CES 2025, and it’s one that includes…
-
Cloud Blog: Toward faster incident resolution at Palo Alto Networks with Personalized Service Health
Source URL: https://cloud.google.com/blog/products/management-tools/personalized-service-health-at-palo-alto-networks/ Source: Cloud Blog Title: Toward faster incident resolution at Palo Alto Networks with Personalized Service Health Feedly Summary: Cloud incidents happen. And when they do, it’s incumbent on the cloud service provider to communicate about the incident to impacted customers quickly and effectively — and for the cloud service consumer to use…
-
Hacker News: Show HN: Llama 3.3 70B Sparse Autoencoders with API access
Source URL: https://www.goodfire.ai/papers/mapping-latent-spaces-llama/ Source: Hacker News Title: Show HN: Llama 3.3 70B Sparse Autoencoders with API access Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses innovative advancements made with the Llama 3.3 70B model, particularly the development and release of sparse autoencoders (SAEs) for interpretability and feature steering. These tools enhance…
-
Hacker News: Building Effective "Agents"
Source URL: https://www.anthropic.com/research/building-effective-agents Source: Hacker News Title: Building Effective "Agents" Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides insights into building effective large language model (LLM) agents, emphasizing simplicity over complexity in implementations. It categorizes agentic systems, detailing workflows and frameworks that can enhance LLM capabilities, and gives practical advice for…
-
Hacker News: Lightweight Safety Classification Using Pruned Language Models
Source URL: https://arxiv.org/abs/2412.13435 Source: Hacker News Title: Lightweight Safety Classification Using Pruned Language Models Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper presents an innovative technique called Layer Enhanced Classification (LEC) for enhancing content safety and prompt injection classification in Large Language Models (LLMs). It highlights the effectiveness of using smaller, pruned…
-
Hacker News: No More Adam: Learning Rate Scaling at Initialization Is All You Need
Source URL: https://arxiv.org/abs/2412.11768 Source: Hacker News Title: No More Adam: Learning Rate Scaling at Initialization Is All You Need Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents a novel optimization technique called SGD-SaI that enhances the stochastic gradient descent (SGD) algorithm for training deep neural networks. This method simplifies the process…