Tag: PoC
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Hacker News: Data movement bottlenecks to large-scale model training: Scaling past 1e28 FLOP
Source URL: https://epochai.org/blog/data-movement-bottlenecks-scaling-past-1e28-flop Source: Hacker News Title: Data movement bottlenecks to large-scale model training: Scaling past 1e28 FLOP Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The provided text explores the limitations and challenges of scaling large language models (LLMs) in distributed training environments. It highlights critical technological constraints related to data movement both…
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Hacker News: FrontierMath: A benchmark for evaluating advanced mathematical reasoning in AI
Source URL: https://epochai.org/frontiermath/the-benchmark Source: Hacker News Title: FrontierMath: A benchmark for evaluating advanced mathematical reasoning in AI Feedly Summary: Comments AI Summary and Description: Yes Summary: The text describes FrontierMath, a rigorous benchmark developed to evaluate AI systems’ mathematical reasoning capabilities using complex, original mathematical problems. Despite AI advancements, current models perform poorly, solving less…
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The Register: Developer pockets $2M in savings from going cloud-free
Source URL: https://www.theregister.com/2024/10/21/37signals_aws_savings/ Source: The Register Title: Developer pockets $2M in savings from going cloud-free Feedly Summary: 37signals CTO claims cost of new hardware was ‘entirely recouped’ as contracts expired after AWS exit The web software biz that decided to exit the cloud after racking up a huge bill says it has saved almost $2…
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The Register: Open source LLM tool primed to sniff out Python zero-days
Source URL: https://www.theregister.com/2024/10/20/python_zero_day_tool/ Source: The Register Title: Open source LLM tool primed to sniff out Python zero-days Feedly Summary: The static analyzer uses Claude AI to identify vulns and suggest exploit code Researchers with Seattle-based Protect AI plan to release a free, open source tool that can find zero-day vulnerabilities in Python codebases with the…
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Hacker News: Avoiding a Geopolitical open-source Apocalypse
Source URL: https://thenewstack.io/avoiding-a-geopolitical-open-source-apocalypse/ Source: Hacker News Title: Avoiding a Geopolitical open-source Apocalypse Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the growing divide in open source development, particularly between Chinese and Western developers, and explores the implications for security and trust in open source software. It addresses concerns about the geopolitical…
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The Register: Crypto-apocalypse soon? Chinese researchers find a potential quantum attack on classical encryption
Source URL: https://www.theregister.com/2024/10/14/china_quantum_attack/ Source: The Register Title: Crypto-apocalypse soon? Chinese researchers find a potential quantum attack on classical encryption Feedly Summary: With an off-the-shelf D-Wave machine Chinese researchers claim they have found a way to use D-Wave’s quantum annealing systems to develop a promising attack on classical encryption.… AI Summary and Description: Yes Summary: The…