Origin Summit Debuts in Seoul During KBW As Flagship Gathering On IP, AI, and Blockchain-enabled RWA

Palo Alto, United States, August 26th, 2025, Chainwire First edition of the flagship institutional event, hosted by Story in collaboration with Blockworks and Korea’s largest finance media, Korea Economic Daily, convenes global leaders in AI, IP, and crypto to explore IP as the foundation of the $80T opportunity powering the AI economy. The first lineup … Read more

Aembit Extends Secretless CI/CD With Credential Lifecycle Management For GitLab

Silver Spring, USA / Maryland, August 26th, 2025/CyberNewsWire/–Aembit, the workload identity and access management (IAM) company, today announced new capabilities for GitLab designed to reduce the security risks of long-lived personal access tokens (PATs) and other secrets needed to automate software delivery, while making it easier to deploy and manage pipelines. With the introduction of … Read more

Why “Almost Right” Answers Are the Hardest Test for AI

Table of Links Abstract and 1. Introduction Definition of Critique Ability Construction of CriticBench 3.1 Data Generation 3.2 Data Selection Properties of Critique Ability 4.1 Scaling Law 4.2 Self-Critique Ability 4.3 Correlation to Certainty New Capacity with Critique: Self-Consistency with Self-Check Conclusion, References, and Acknowledgments A. Notations B. CriticBench: Sources of Queries C. CriticBench: Data … Read more

Comparing Six Deep Learning Feature Extractors for CBIR Tasks

Table of Links Abstract and 1. Introduction Materials and Methods 2.1 Vector Database and Indexing 2.2 Feature Extractors 2.3 Dataset and Pre-processing 2.4 Search and Retrieval 2.5 Re-ranking retrieval and evaluation Evaluation and 3.1 Search and Retrieval 3.2 Re-ranking Discussion 4.1 Dataset and 4.2 Re-ranking 4.3 Embeddings 4.4 Volume-based, Region-based and Localized Retrieval and 4.5 … Read more

Why CriticBench Refuses GPT & LLaMA for Data Generation

Table of Links Abstract and 1. Introduction Definition of Critique Ability Construction of CriticBench 3.1 Data Generation 3.2 Data Selection Properties of Critique Ability 4.1 Scaling Law 4.2 Self-Critique Ability 4.3 Correlation to Certainty New Capacity with Critique: Self-Consistency with Self-Check Conclusion, References, and Acknowledgments A. Notations B. CriticBench: Sources of Queries C. CriticBench: Data … Read more

Battle for Resources or the SSA Path to Kubernetes Diplomacy

Introduction In the world of Kubernetes, resource management is more than just creating, deleting, or updating objects. It’s an intricate dance involving numerous tools, operators, and users. As our infrastructure grows, it becomes increasingly challenging to maintain control, necessitating the adoption of more advanced and sophisticated resource management and control systems and approaches. In this … Read more

Forget Plug-and-Play AI—Here’s How to Roll Your Own

Artificial intelligence is no longer a futuristic concept — it has become a practical cornerstone of modern business and technology. Across industries, leaders are rethinking workflows, productivity, and even strategy with the help of AI-driven tools. Yet while the market is filled with off-the-shelf solutions, there’s enormous value in understanding how to build and adapt … Read more

Turning the Compiler Into Your Co-Architect

✨ This article is part of a broader discussion in my book Safe by Design: Explorations in Software Architecture and Expressiveness. If you like it, you might enjoy the full read for free on GitHub. Introduction In many programming systems, there is a recurring need to instantiate objects from raw binary data. This is especially … Read more

The Humble Office Printer Could Take Down Your Network (Here’s How to Prevent It)

Multifunction printers (MFPs) are frequently overlooked in vulnerability management. During a network breach, attackers do not limit themselves to high-value assets like servers or databases. They seek any system that can provide valuable information or assist them in escalating their privileges. MFPs often fall into this category for several reasons: Insufficient Protection: MFPs are often … Read more