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19 featured articles + 11 news briefs
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Building an autonomous AI trading system reveals critical lessons from failures, such as the need for robust validation and error handling. Recent updates improved system resilience by implementing functions to round option strikes and ensuring all trade legs are verified before execution.
Pwn2Own Automotive 2026 showcased significant vulnerabilities in infotainment systems and EV chargers, with researchers exploiting buffer overflows and logic flaws to gain root access. The event highlighted the security risks associated with network-connected charging infrastructure, awarding over $1M for successful exploits.
Microsoft has released emergency out-of-band updates for Windows 10, Windows 11, and Windows Server to address Outlook freezes caused by cloud-stored PST files. These updates resolve issues that led to unresponsiveness and errors when accessing files in cloud storage, ensuring smoother operation for enterprise users.
Time-domain reflectometry enhances tamper detection in high-security devices by monitoring circuit meshes for damage. This innovative approach utilizes an STM32G4 microcontroller to achieve high sensitivity and accuracy, making it a cost-effective solution for protecting sensitive data against physical attacks.
Emotional UX is critical in AI product design, influencing user trust and adoption more than technical accuracy. Developers must prioritize emotional safety by ensuring predictability, managing uncertainty, and avoiding overconfidence to foster user confidence and reduce anxiety.
Ukraine's military is leveraging unmanned ground vehicles (UGVs) to transform warfare, enhancing logistics, reconnaissance, and assault capabilities. The rapid adoption of UGV technology by global military forces indicates a significant shift in combat strategies and operational logistics.
Technical correctness alone is insufficient for developers in the age of AI; emotional intelligence and user experience are critical for successful AI system deployment. Understanding the balance between statistical accuracy and emotional resonance can enhance the effectiveness of AI applications.
Rethinking the traditional design process is crucial in an era where AI facilitates rapid prototyping. Emphasizing prototypes over lengthy processes allows developers to explore ideas more freely and reduce the risks associated with building the wrong product.
Most people struggle to identify software solutions to their problems, as they are not trained to see tasks as software-shaped. This insight highlights the gap between the mindset of programmers and non-programmers, emphasizing the need for broader problem-solving approaches in software development.
Sandworm hackers, linked to the Russian military, attempted a destructive wiper attack on Poland's energy systems using malware called DynoWiper. This incident highlights the ongoing threat of state-sponsored cyberattacks targeting critical infrastructure, emphasizing the need for robust cybersecurity measures.
Bit rot, or data degradation, poses a significant risk to data stored on hard drives, especially when left unplugged for long periods. To mitigate this risk, users should regularly power on their drives and perform data integrity checks to ensure the longevity of their digital memories.
Counterfeit USB cables pose significant security risks, as demonstrated by an X-ray analysis revealing hidden components in a suspicious FTDI USB cable. This investigation highlights the importance of supply chain security and the need for vigilance against hardware tampering in enterprise environments.
Designing an AI accelerator within a tight deadline showcases the challenges and strategies of working with experimental silicon tapeouts. The article details the use of systolic arrays for efficient matrix multiplication and highlights the importance of leveraging open-source tools for rapid prototyping.
Mastering Vim can significantly enhance editing efficiency for developers. This guide offers practical tips on cursor navigation, indentation, spell checking, and dynamic snippets, empowering users to optimize their workflow and reduce editing time.
Microsoft's compliance with a government request for BitLocker encryption keys raises significant privacy concerns. The decision highlights the tension between user data protection and legal obligations, prompting discussions on the implications for data security and potential abuses by authorities.
A new study reveals that AI models struggle with complex, multi-step tasks required in office environments, achieving only 24% accuracy in real-world scenarios. Despite rapid improvements, AI's inability to effectively manage context-switching limits its readiness for knowledge work.
OpenAI's GPT-5.2 model has been criticized for citing Grokipedia, an encyclopedia linked to controversial sources, raising concerns about its reliability in professional applications. The model's ability to handle complex tasks is overshadowed by questions regarding the credibility of its information sources.
NVIDIA's open GPU kernel modules exhibit a bug where nvidia-smi hangs indefinitely after approximately 66 days of uptime with specific driver and kernel versions. This issue has been confirmed not to occur with the proprietary driver, prompting further investigation by NVIDIA developers.
Funding, launches, and industry updates
EquipmentShare raised $747.3M in its IPO.
ICE seeks ad tech tools for investigations.
Microsoft 365 faced over nine hours of outages.
Nifty Gateway enters withdrawal-only mode.
OpenAI partners with Leidos for federal operations.
E.U. plans to enhance tech sovereignty.
SanDisk's stock surged due to AI demand.
Tech CEOs discuss AI at Davos.
Tesla restarts work on its Dojo 3 supercomputer.
Gemini app upgrades with Google AI Pro subscription.
BirdyChat achieves interoperability with WhatsApp.