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Your 100 Billion Parameter Behemoth is a Liability

15 January 2026 at 19:00
The "bigger is better" era of AI is hitting a wall. We are in an LLM bubble, characterized by ruinous inference costs and diminishing returns. The future belongs to Agentic AI powered by specialized Small Language Models (SLMs). Think of it as a shift from hiring a single expensive genius to running a highly efficient digital factory. Itโ€™s cheaper, faster, and frankly, the only way to make agents work at scale.

CVE-2025-55182: React2Shell Analysis, Proof-of-Concept Chaos, and In-the-Wild Exploitation

CVE-2025-55182 is a CVSS 10.0 pre-authentication RCE affecting React Server Components. Amid the flood of fake proof-of-concept exploits, scanners, exploits, and widespread misconceptions, this technical analysis intends to cut through the noise.

Critical React Server Components Vulnerability CVE-2025-55182: What Security Teams Need to Know

4 December 2025 at 19:00
CVE-2025-55182 is a critical (CVSS 10.0) pre-authentication remote code execution vulnerability affecting React Server Components used in React.js, Next.js, and related frameworks (see the context section for a more exhaustive list of affected frameworks).

Operation Zero Disco: Attackers Exploit Cisco SNMP Vulnerability to Deploy Rootkits

14 October 2025 at 20:00
Trendโ„ข Research has uncovered an attack campaign exploiting the Cisco SNMP vulnerability CVE-2025-20352, allowing remote code execution and rootkit deployment on unprotected devices, with impacts observed on Cisco 9400, 9300, and legacy 3750G series.

A Cascade of Insecure Architectures: Axis Plugin Design Flaw Expose Select Autodesk Revit Users to Supply Chain Risk

7 October 2025 at 20:00
We discovered Azure Storage Account credentials exposed in Axis Communicationsโ€™ Autodesk Revit plugin, allowing unauthorized modification of cloud-hosted files. This exposure, combined with vulnerabilities in Autodesk Revit, could enable supply-chain attacks targeting end users.

Proactive Security Insights for SharePoint Attacks (CVE-2025-53770 and CVE-2025-53771)

CVE-2025-53770 and CVE-2025-53771 are vulnerabilities in on-premise Microsoft SharePoint Servers that evolved from previously patched flaws, allowing unauthenticated remote code execution through advanced deserialization and ViewState abuse.

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