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Tag: case study

  • Cloud Blog: Train AI for less: Improve ML Goodput with elastic training and optimized checkpointing

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    Kurt Seifried
    in

    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/elastic-training-and-optimized-checkpointing-improve-ml-goodput/ Source: Cloud Blog Title: Train AI for less: Improve ML Goodput with elastic training and optimized checkpointing Feedly Summary: Want to save some money on large AI training? For a typical PyTorch LLM training workload that spans thousands of accelerators for several weeks, a 1% improvement in ML Goodput can translate to…

  • Cisco Talos Blog: Defining a new methodology for modeling and tracking compartmentalized threats

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    Kurt Seifried
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    Source URL: https://blog.talosintelligence.com/compartmentalized-threat-modeling/ Source: Cisco Talos Blog Title: Defining a new methodology for modeling and tracking compartmentalized threats Feedly Summary: How do you profile actors and defend your systems when multiple threat actors are working together? In Part 2, Cisco Talos proposes an extended Diamond Model to analyze complex relationships between attackers. AI Summary and…

  • CSA: SaaS Security Lessons from Recent Attacks

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    Kurt Seifried
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    Source URL: https://cloudsecurityalliance.org/articles/cloud-and-saas-security-in-critical-infrastructure-lessons-from-recent-attacks Source: CSA Title: SaaS Security Lessons from Recent Attacks Feedly Summary: AI Summary and Description: Yes **Summary:** The text discusses the increasing threat of cyberattacks on critical infrastructure, particularly in utility sectors like water and energy. It emphasizes the vulnerabilities that arise from adopting cloud-based solutions and proposes advanced security measures, including…

  • Slashdot: Education Giant Pearson Hit By Cyberattack Exposing Customer Data

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    Kurt Seifried
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    Source URL: https://it.slashdot.org/story/25/05/09/0146239/education-giant-pearson-hit-by-cyberattack-exposing-customer-data Source: Slashdot Title: Education Giant Pearson Hit By Cyberattack Exposing Customer Data Feedly Summary: AI Summary and Description: Yes Summary: Pearson, a major educational organization, experienced a cyberattack resulting in the theft of corporate and customer information. The breach is significant due to the scale of the organization and the sensitivity of…

  • The Register: AI software development: Productivity revolution or fraught with risk?

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/05/01/ai_software_development_productivity_revolution/ Source: The Register Title: AI software development: Productivity revolution or fraught with risk? Feedly Summary: We look at the state of AI software development – it’s not going away, but risks abound Analysis AI in software development has evolved rapidly since GitHub Copilot caught the world’s attention with its June 2021 preview…

  • CSA: Technical Debt vs. Challenges: Know the Difference

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    Kurt Seifried
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    Source URL: https://www.zscaler.com/cxorevolutionaries/insights/knowing-difference-between-two-types-technical-challenges-key-smarter-decisions Source: CSA Title: Technical Debt vs. Challenges: Know the Difference Feedly Summary: AI Summary and Description: Yes Summary: The text outlines the distinction between vendor-related and technology-related challenges in technical problem-solving, specifically highlighting the implications for cybersecurity and infrastructure. It emphasizes the importance of understanding the nature of the problem in order…