Tag: datasets

  • 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…

  • Scott Logic: The UK’s AI Opportunities Action Plan – somewhat quiet on risks

    Source URL: https://blog.scottlogic.com/2025/01/22/the-uks-ai-opportunities-action-plan-somewhat-quiet-on-risks.html Source: Scott Logic Title: The UK’s AI Opportunities Action Plan – somewhat quiet on risks Feedly Summary: Last week the UK government launched their 50-point AI Opportunities Action Plan. The plan is ambitious, but it is something of a mixed bag. Some sizeable and worthwhile investments, alongside others which are quite questionable.…

  • Hacker News: LLMs Demonstrate Behavioral Self-Awareness [pdf]

    Source URL: https://martins1612.github.io/selfaware_paper_betley.pdf Source: Hacker News Title: LLMs Demonstrate Behavioral Self-Awareness [pdf] Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The provided text discusses a study focused on the concept of behavioral self-awareness in Large Language Models (LLMs). The research demonstrates that LLMs can be finetuned to recognize and articulate their learned behaviors, including…

  • Hacker News: Why AI reminds me of cloud computing

    Source URL: https://bitmasonsllc.blogspot.com/2025/01/why-ai-reminds-me-of-cloud-computing.html Source: Hacker News Title: Why AI reminds me of cloud computing Feedly Summary: Comments AI Summary and Description: Yes Summary: The text explores the historical and current significance of AI, particularly focusing on large language models (LLMs), while drawing parallels with the evolution of cloud computing. It emphasizes the unpredictability of technological…

  • Hacker News: Authors Seek Meta’s Torrent Client Logs and Seeding Data in AI Piracy Probe

    Source URL: https://torrentfreak.com/authors-seek-metas-torrent-client-logs-and-seeding-data-in-ai-piracy-probe-250120/ Source: Hacker News Title: Authors Seek Meta’s Torrent Client Logs and Seeding Data in AI Piracy Probe Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses ongoing legal disputes concerning copyright infringement in AI training datasets, particularly focusing on Meta’s alleged use of pirated content sourced via BitTorrent. It…

  • Hacker News: Philosophy Eats AI

    Source URL: https://sloanreview.mit.edu/article/philosophy-eats-ai/ Source: Hacker News Title: Philosophy Eats AI Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the evolution of software and AI, emphasizing the need for a philosophical approach in leveraging AI technologies for strategic advantage. It outlines how philosophy can influence the development, implementation, and ethical considerations of…

  • Hacker News: Zuckerberg appeared to know Llama trained on Libgen

    Source URL: https://www.rollingstone.com/culture/culture-news/ai-meta-pirated-library-zuckerberg-1235235394/ Source: Hacker News Title: Zuckerberg appeared to know Llama trained on Libgen Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The unsealed internal communications at Meta reveal its questionable practices in using pirated text from Library Genesis for training its AI model, Llama. This raises significant legal concerns about copyright infringement…

  • CSA: LLM Dragons: Why DSPM is the Key to AI Security

    Source URL: https://cloudsecurityalliance.org/articles/training-your-llm-dragons-why-dspm-is-the-key-to-ai-security Source: CSA Title: LLM Dragons: Why DSPM is the Key to AI Security Feedly Summary: AI Summary and Description: Yes Summary: The text emphasizes the security risks associated with AI implementations, particularly custom large language models (LLMs) and Microsoft Copilot. It outlines key threats such as data leakage and compliance failures and…

  • Cloud Blog: Get started with Google Cloud’s built-in tokenization for sensitive data protection

    Source URL: https://cloud.google.com/blog/products/identity-security/get-started-with-built-in-tokenization-for-sensitive-data-protection/ Source: Cloud Blog Title: Get started with Google Cloud’s built-in tokenization for sensitive data protection Feedly Summary: In many industries including finance and healthcare, sensitive data such as payment card numbers and government identification numbers need to be secured before they can be used and shared. A common approach is applying tokenization…

  • The Register: Foundation model for tabular data slashes training from hours to seconds

    Source URL: https://www.theregister.com/2025/01/15/foundation_model_tabular_data/ Source: The Register Title: Foundation model for tabular data slashes training from hours to seconds Feedly Summary: Good ol’ spreadsheet data could benefit from ‘revolutionary’ approach to ML inferences Move over ChatGPT and DALL-E: Spreadsheet data is getting its own foundation machine learning model, allowing users to immediately make inferences about new…