![]() Secunnix Aims for Independence with Domestic Cybersecurity SolutionsSecunnix General Manager Taha Çiftçi stated that the company’s RASAT EDR and PaaP products contribute to Turkey’s goal of full independence in cybersecurity. Çiftçi emphasized that these solutions, developed by local engineers, are the cornerstones of the “cyber dome” vision. |
AiPulse — Issue No. 57
COVER
Pulse
Fund manager Deven Parekh stated that the company has remained committed to diversification for long-term returns, despite other investors largely focusing on two AI giants. Parekh noted that excessive concentration is risky and that historical data does not support this strategy. |
At Work
TU Wien and other universities are combining a quantum computer with an electron microscope to exploit the quantum information carried by electrons, aiming to image delicate biological samples with less damage. |
Building Blocks
Simon Willison shared version 0.1 of his Python-based commit-rewriter tool, which he developed to edit commit messages in the codebase. The tool was designed specifically to clean up unnecessary content generated by AI agents and to remove references to private repositories. |
shot-scraper 1.12 adds WebP supportSimon Willison added WebP format support to shot-scraper, his website screenshot tool. This feature typically provides smaller file sizes compared to JPEG or PNG. |
Global Lens
Apertus has found concrete applications in Switzerland and abroad thanks to its strong performance in multilingualism and data security. The model continues to lag behind its US commercial competitors in coding and complex tasks. |
Forty members of the British Parliament sent a letter to Prime Minister Andy Burnham calling for an international agreement banning the development of superintelligent artificial intelligence. This demand is based on a draft bill presented by Alex Sobel and supported by figures such as Stuart Russell. |
Garry Tan argues that traditional SaaS companies will either die as data records or transform into structures that generate actions in vertical domains. This view indicates that the software industry's business model is undergoing a fundamental change with the proliferation of artificial intelligence models. |
Huawei Cloud announced that the HUAWEI CONNECT event, to be held in 2026, will address how agentic cloud shapes the artificial intelligence infrastructure. The event aims to discuss the application of agentic artificial intelligence across industries. |
Frontier
New method reveals interaction structure in network systemsThe research uses the concept of 'Fundamental Dynamic Units' and physics-informed neural ODEs to determine the interaction structure in complex network dynamics. This approach makes it possible to distinguish between direct and indirect effects, even with limited interventions. |
Fed-Equilibrium resolves fairness issues in clinical federated learningThe new framework ensures both security and fair representation by preventing hospitals with small data volumes from being overshadowed by large centers. The study demonstrated, in a simulation using Canadian and US databases, that minority nodes perform similarly to large centers. |
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