News | Joshua Berkowitz

8 Articles

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Artificial intelligence is advancing at breakneck speed, yet understanding how AI models are evaluated remains a persistent hurdle. Inconsistent or incomplete descriptions of benchmarks often make it ...

AI benchmarks IBM machine learning model evaluation Notre Dame open-source transparency

Dec 30, 2025

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Radical Transparency: How Docker Is Redefining Container Security

Container security is no longer just an IT best practice, it's a necessity in today's cloud-native landscape. As organizations increasingly deploy containers for modern workloads, especially those pow...

container security cryptographic verification DevSecOps Docker SBOM software supply chain transparency vulnerability management

Oct 14, 2025

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Self-Adaptive AI Is Transforming Scientific Discovery

Microsoft Research’s latest breakthrough: self-adaptive reasoning models that put researchers in control are offering transparency and flexibility never before seen in scientific AI tools. By giving r...

AI CLIO explainability innovation Microsoft reasoning scientific research transparency

Sep 18, 2025

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How Transparent AI Memory Is Empowering Users: Lessons from Le Chat

As AI systems grow more advanced, users increasingly expect more from their digital assistants. Today’s demand isn’t just about speed; it’s about memory features that are transparent, customizable, an...

AI memory AI recall context awareness data sovereignty Le Chat productivity transparency user control

Sep 18, 2025

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How CBOMs and Open Collaboration Are Transforming Cryptographic Security

With digital systems woven into every aspect of business and everyday life, maintaining trust and robust security is more crucial than ever. Cryptography forms the backbone of digital trust, but as th...

CBOM cryptography cybersecurity Linux Foundation open source post-quantum security tools transparency

Aug 29, 2025

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Mistral AI’s Magistral Model Excels at AI Reasoning and Transparency

Mistral AI’s new Magistral model aims to offer an AI that not only delivers answers but also walks you through its step-by-step logic: transparent, multilingual reasoning at industry-leading speeds an...

AI compliance enterprise Mistral AI multilingual open source reasoning models transparency

Jun 15, 2025

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VS Code Open Sources Its AI Editor: What It Means for Developers

Visual Studio Code (VS Code) is embracing a transformative shift by open sourcing the code behind its GitHub Copilot Chat extension. Microsoft says this move signals a renewed commitment to transparen...

AI editor community developer tools extensions GitHub Copilot open source transparency VS Code

May 19, 2025

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AI Attribution Toolkit: Shaping Trust and Transparency in Creative Work

AI is rapidly becoming a key player in professional creative work. As its influence grows, the need for clear and accurate attribution has never been more important. Recognizing this, IBM Research has...

AI attribution copyright creative process generative AI human-AI collaboration toolkits transparency

May 19, 2025

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