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CVE-2025-33245: NVIDIA NeMo 2.0+ shifts away from pickle (19th Feb 2026)
Preface: NeMo 2.0 is NVIDIA’s major modernization of the NeMo ecosystem. Two things to remember about NeMo 2.0: 1. NeMo 2.0 is the training & model building framework. It focuses on: • Model architectures (LLMs, ASR, TTS, multimodal) • Training pipelines • NeMo Run + NeMo-based microservices • Distributed GPU/accelerated workflows 2. NeMo Guardrails and…
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CVE-2026-20700: Improved state management in Apple products to resolved a memory corruption issue. (17th Feb 2026)
Preface: Swift is memory-safe by default. Unlike C, your enum and String cannot “overflow” a buffer and crash the app unless you use the Unsafe prefix. Background: Swift is memory-safe by default. Use Enums to represent mutually exclusive states (e.g., loading, success, error) to eliminate “impossible” states. [.]onAppear { manager.fetchData() } will run every time…
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CVE-2025-61969 Prequel: AMD uProf allow arbitrary file read/write operations (16 Feb 2026)
Preface: In short, the ioctl concept exists in both, but the implementation is different. While Linux uses a standard ioctl system call, Windows provides a similar interface through its own set of functions. They are not directly compatible. Background: AMD uProf (AMD MICRO-prof) is a software profiling analysis tool for x86 applications running on Windows,…
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CVE-2026-2242: Vulnerabilities in janet-lang may also affect partner devices. (11th Feb 2026)
Preface: Janet has a small footprint: it fits in environments where 2.5 MB of RAM is considered “plenty”. While Janet does not run on the GPU (it is a CPU-bound language), it is often used as the control/orchestration layer on heterogeneous AI platforms. Because Janet is written in C and compiles to a small binary…
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CVE-2026-25592: An Arbitrary File Write vulnerability has been identified in Microsoft’s Semantic Kernel .NET SDK (10th Feb 2026)
Preface: Microsoft has launched several products (Semantic Kernel, Microsoft.Extensions.AI, and Azure.OpenAI), which initially caused confusion for developers. Furthermore, the Semantic Kernel is currently being “upgraded” to the new Microsoft Agent Framework, leading some developers to question future support for the Semantic Kernel. Python, with its rich libraries and large open-source community, remains the “universal language”…
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CVE-2025-47366: Qualcomm remediation – focuses on Memory Corruption during deinitialization. (5th Feb 2026)
Preface: The iframe (Inline Frame) is an HTML element used to embed another document or website within the current web page (e.g., embedding a YouTube video or a Google Map). Background: High-bandwidth Digital Content Protection (HDCP) in a Trusted Execution Environment (TEE) refers to securing the handshake, authentication, and encryption keys of audio/video content within…
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CVE-2026-25142: If you are using SandboxJS [@nyariv/sandboxjs] for IoT (ESP32) development, please be cautious! (5 Feb 2026)
Preface: The ESP32 is a low-cost, low-power System on a Chip (SoC) microcontrollers with integrated Wi-Fi and dual-mode Bluetooth, making it a cornerstone for modern Internet of Things (IoT) applications. It offers direct, high-level control over hardware peripherals, including GPIOs, built-in Flash memory, and network interfaces, with extensive support for low-power operation. Background: When using…
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CVE-2025-47363: In Qualcomm-specified products, memory corruption when calculating oversized partition sizes without proper checks. (4th Feb-2026)
Preface: ADAS data streams refer to the constant flow of real-time information collected from the vehicle’s environment by sensors like cameras, radar, lidar, and ultrasonic sensors. This data, along with processed information, is sent to the vehicle’s central computer (ADAS ECU) which uses it to perform functions such as object detection, lane keeping, and adaptive…
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Regarding Apple’s CVE-2025-46285: The handling of 32-bit timestamps in Swift and their security importance. (2 Feb 2026)
Preface: As of February 2026, Apple has issued urgent security updates—specifically iOS 26.2.1 and iOS 26.2—to patch critical vulnerabilities (CVE-2025-43529, CVE-2025-14174, and CVE-2025-46285) that were exploited in targeted attacks. These bugs, affecting the WebKit browser engine and Kernel, allow arbitrary code execution and unauthorized root privileges. Users must immediately update to protect their devices. Background:…
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CVE-2025-33220 only applies to NVIDIA vGPU deployments running on hypervisors, such as TKGI clusters on vSphere. (2 Feb 2026)
Preface: When comparing VMware TKGI, Docker, and Kubernetes (K8s) for CUDA (NVIDIA’s parallel computing platform) workflows, the “best” choice depends on your scale and infrastructure. Choose Docker – if you are a data scientist doing local model development. Choose Native Kubernetes – if you are building a large-scale AI platform on physical hardware (Bare-metal) for…