Experimental News Clipping Site

Tag: reliability

  • 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: Sol-Ark manufacturer reportedly disables all Deye inverters in the US

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    Source URL: https://solarboi.com/2024/11/17/sol-ark-oem-disables-all-deye-inverters-in-the-us/ Source: Hacker News Title: Sol-Ark manufacturer reportedly disables all Deye inverters in the US Feedly Summary: Comments AI Summary and Description: Yes Summary: The text details a situation involving Deye-branded inverters being remotely disabled across the US, leading to significant implications for consumers and broader concerns about the security of internet-connected solar…

  • 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,…

  • Hacker News: A statistical approach to model evaluations

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    Source URL: https://www.anthropic.com/research/statistical-approach-to-model-evals Source: Hacker News Title: A statistical approach to model evaluations Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a new research paper that proposes statistical recommendations for the reporting of AI model evaluation results, focused on improving the rigor and reliability of assessments in AI research. It highlights…

  • 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: US Antitrust Watchdog Launches Broad Microsoft Investigation

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    Source URL: https://news.bloomberglaw.com/us-law-week/us-antitrust-watchdog-launches-broad-microsoft-investigation Source: Hacker News Title: US Antitrust Watchdog Launches Broad Microsoft Investigation Feedly Summary: Comments AI Summary and Description: Yes Summary: The US Federal Trade Commission (FTC) is investigating Microsoft for potential antitrust violations concerning its cloud computing, software licensing, and cybersecurity practices. This scrutiny arises from concerns about Microsoft’s market dominance and…

  • 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…

  • The Register: AI ambition is pushing copper to its breaking point

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    Source URL: https://www.theregister.com/2024/11/28/ai_copper_cables_limits/ Source: The Register Title: AI ambition is pushing copper to its breaking point Feedly Summary: Ayar Labs contends silicon photonics will be key to scaling beyond the rack and taming the heat SC24 Datacenters have been trending toward denser, more power-hungry systems for years. In case you missed it, 19-inch racks are…

  • Slashdot: The World’s First Unkillable UEFI Bootkit For Linux

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    Source URL: https://it.slashdot.org/story/24/11/27/2028231/the-worlds-first-unkillable-uefi-bootkit-for-linux?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: The World’s First Unkillable UEFI Bootkit For Linux Feedly Summary: AI Summary and Description: Yes Summary: The emergence of Bootkitty, a Linux UEFI bootkit, signals a potential expansion of firmware-based threats, traditionally seen in Windows environments, into the Linux domain. This development highlights the need for enhanced security measures…

  • Hacker News: Over ½ of Long Posts on LinkedIn Are Likely AI-Generated Since ChatGPT Launched

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    Source URL: https://originality.ai/blog/ai-content-published-linkedin Source: Hacker News Title: Over ½ of Long Posts on LinkedIn Are Likely AI-Generated Since ChatGPT Launched Feedly Summary: Comments AI Summary and Description: Yes Summary: The analysis provides insights into the exponential rise of AI-generated content on LinkedIn, particularly following the launch of ChatGPT in late 2022. Key findings highlight a…