Tag: hallucinations
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Hacker News: Citations on the Anthropic API
Source URL: https://www.anthropic.com/news/introducing-citations-api Source: Hacker News Title: Citations on the Anthropic API Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces a new API feature called Citations for Claude, which enhances trustworthiness by providing detailed references to the sources of AI-generated responses. This capability addresses previous challenges in verifying AI outputs and…
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Hacker News: Lessons from building a small-scale AI application
Source URL: https://www.thelis.org/blog/lessons-from-ai Source: Hacker News Title: Lessons from building a small-scale AI application Feedly Summary: Comments AI Summary and Description: Yes Summary: The text encapsulates critical lessons learned from constructing a small-scale AI application, emphasizing the differences between traditional programming and AI development, alongside the intricacies of managing data quality, training pipelines, and system…
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The Register: Just as your LLM once again goes off the rails, Cisco, Nvidia are at the door smiling
Source URL: https://www.theregister.com/2025/01/17/nvidia_cisco_ai_guardrails_security/ Source: The Register Title: Just as your LLM once again goes off the rails, Cisco, Nvidia are at the door smiling Feedly Summary: Some of you have apparently already botched chatbots or allowed ‘shadow AI’ to creep in Cisco and Nvidia have both recognized that as useful as today’s AI may be,…
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Chip Huyen: Common pitfalls when building generative AI applications
Source URL: https://huyenchip.com//2025/01/16/ai-engineering-pitfalls.html Source: Chip Huyen Title: Common pitfalls when building generative AI applications Feedly Summary: As we’re still in the early days of building applications with foundation models, it’s normal to make mistakes. This is a quick note with examples of some of the most common pitfalls that I’ve seen, both from public case…
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The Register: Megan, AI recruiting agent, is on the job so HR can ‘do less of the repetitive stuff’
Source URL: https://www.theregister.com/2025/01/15/megan_ai_recruiting_agent/ Source: The Register Title: Megan, AI recruiting agent, is on the job so HR can ‘do less of the repetitive stuff’ Feedly Summary: She doesn’t feel pity, remorse, or fear, but she’ll craft a polite email message Interview Mega HR, a Florida-based human resources startup, today launched an AI agent service called…
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CSA: How Can Businesses Mitigate AI "Lying" Risks Effectively?
Source URL: https://www.schellman.com/blog/cybersecurity/llms-and-how-to-address-ai-lying Source: CSA Title: How Can Businesses Mitigate AI "Lying" Risks Effectively? Feedly Summary: AI Summary and Description: Yes Summary: The text addresses the accuracy of outputs generated by large language models (LLMs) in AI systems, emphasizing the risk of AI “hallucinations” and the importance of robust data management to mitigate these concerns.…
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Hacker News: Ask HN: Pull the curtain back on Nvidia’s CES keynote please
Source URL: https://news.ycombinator.com/item?id=42670808 Source: Hacker News Title: Ask HN: Pull the curtain back on Nvidia’s CES keynote please Feedly Summary: Comments AI Summary and Description: Yes Summary: The text highlights a professional’s skepticism regarding the transformative potential of AI and LLMs in engineering, despite optimistic industry visions like those presented by NVIDIA. It calls for…
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The Register: Can AWS really fix AI hallucination? We talk to head of Automated Reasoning Byron Cook
Source URL: https://www.theregister.com/2025/01/07/interview_with_aws_byron_cook/ Source: The Register Title: Can AWS really fix AI hallucination? We talk to head of Automated Reasoning Byron Cook Feedly Summary: Engineer who works on ways to prove code’s mathematically correct finds his field’s suddenly much less obscure Interview A notable flaw of AI is its habit of “hallucinating," making up plausible…
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Hacker News: Measuring and Understanding LLM Identity Confusion
Source URL: https://arxiv.org/abs/2411.10683 Source: Hacker News Title: Measuring and Understanding LLM Identity Confusion Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses a research paper focused on “identity confusion” in Large Language Models (LLMs), which has implications for their originality and trustworthiness across various applications. With over a quarter of analyzed LLMs…