Experimental News Clipping Site

Tag: effectiveness

  • AWS News Blog: New RAG evaluation and LLM-as-a-judge capabilities in Amazon Bedrock

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    Source URL: https://aws.amazon.com/blogs/aws/new-rag-evaluation-and-llm-as-a-judge-capabilities-in-amazon-bedrock/ Source: AWS News Blog Title: New RAG evaluation and LLM-as-a-judge capabilities in Amazon Bedrock Feedly Summary: Evaluate AI models and applications efficiently with Amazon Bedrock’s new LLM-as-a-judge capability for model evaluation and RAG evaluation for Knowledge Bases, offering a variety of quality and responsible AI metrics at scale. AI Summary and Description:…

  • AWS News Blog: Simplify governance with declarative policies

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    Source URL: https://aws.amazon.com/blogs/aws/simplify-governance-with-declarative-policies/ Source: AWS News Blog Title: Simplify governance with declarative policies Feedly Summary: With only a few steps, create declarative policies and enforce desired configuration for AWS services across your organization, reducing ongoing governance overhead and providing transparency for administrators and end users. AI Summary and Description: Yes **Summary:** The text introduces a…

  • Hacker News: AI Search Engineer at Activeloop (YC S18): Build Multi-Modal Enterprise Search

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    Source URL: https://www.workatastartup.com/jobs/68254 Source: Hacker News Title: AI Search Engineer at Activeloop (YC S18): Build Multi-Modal Enterprise Search Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces Activeloop’s innovative API and platform that focuses on multi-modal AI dataset management, specifically designed for large-scale model training and retrieval optimization. This is particularly relevant…

  • Hacker News: We need data engineering benchmarks for LLMs

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    Source URL: https://structuredlabs.substack.com/p/why-we-need-data-engineering-benchmarks Source: Hacker News Title: We need data engineering benchmarks for LLMs Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the shortcomings of existing benchmarks for evaluating the effectiveness of AI-driven tools in data engineering, specifically contrasting them with software engineering benchmarks. It highlights the unique challenges of data…

  • Hacker News: CleaR: Robust and Generalized Parameter-Efficient Fine-Tuning for Noisy Labels

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    Source URL: https://arxiv.org/abs/2411.00873 Source: Hacker News Title: CleaR: Robust and Generalized Parameter-Efficient Fine-Tuning for Noisy Labels Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a novel approach to Parameter-Efficient Fine-Tuning (PEFT) designed to enhance model performance when working with noisy labeled data. This research is particularly relevant for professionals in AI,…

  • Simon Willison’s Weblog: LLM Flowbreaking

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    Source URL: https://simonwillison.net/2024/Nov/29/llm-flowbreaking/#atom-everything Source: Simon Willison’s Weblog Title: LLM Flowbreaking Feedly Summary: LLM Flowbreaking Gadi Evron from Knostic: We propose that LLM Flowbreaking, following jailbreaking and prompt injection, joins as the third on the growing list of LLM attack types. Flowbreaking is less about whether prompt or response guardrails can be bypassed, and more about…

  • The Register: Cloudy with a chance of GPU bills: AI’s energy appetite has CIOs sweating

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    Source URL: https://www.theregister.com/2024/11/29/public_cloud_ai_alternatives/ Source: The Register Title: Cloudy with a chance of GPU bills: AI’s energy appetite has CIOs sweating Feedly Summary: Public cloud expenses have businesses scrambling for alternatives that won’t melt the budget Canalys Forums EMEA 2024 Organizations are being forced to rethink where they host workloads in response to ballooning AI demands…

  • Hacker News: Mirror, Mirror on the Wall, What Is the Best Topology of Them All?

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    Source URL: https://cacm.acm.org/research-highlights/technical-perspective-mirror-mirror-on-the-wall-what-is-the-best-topology-of-them-all/ Source: Hacker News Title: Mirror, Mirror on the Wall, What Is the Best Topology of Them All? Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the critical nature of infrastructure design for large-scale AI systems, particularly focusing on network topologies that support specialized AI workloads. It introduces the…

  • Hacker News: How we improved GPT-4o multi-step function calling success rate by 4x

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    Source URL: https://xpander.ai/2024/11/20/announcing-agent-graph-system/ Source: Hacker News Title: How we improved GPT-4o multi-step function calling success rate by 4x Feedly Summary: Comments AI Summary and Description: Yes Summary: The text highlights advancements in AI Agents through xpander.ai’s innovative technologies, Agentic Interfaces and Agent Graph System, which enhance the effectiveness and reliability of multi-step workflows. The high…