automate

Winsage
August 6, 2025
Microsoft envisions a future for Windows by 2030 where devices will have sensory capabilities, allowing them to see, hear, and engage in conversation. This shift towards "agentic" AI aims to transform the operating system into a proactive assistant that anticipates user needs. Recent advancements, such as Copilot Vision in Windows 11, exemplify this evolution by enabling real-time analysis of on-screen content. The integration of AI features, including Bing Chat, positions Windows 11 as the first operating system with a centralized AI assistant. Sensory AI will facilitate devices interpreting visual and auditory inputs, offering proactive suggestions based on user context. Microsoft is addressing privacy concerns through responsible AI frameworks while promoting a hybrid model where AI augments human capabilities. This evolution could redefine industries, with potential applications in healthcare and creative sectors.
Winsage
August 6, 2025
The business landscape is evolving rapidly due to technologies like artificial intelligence (AI), quantum computing, and intelligent agents, which are reshaping operations and increasing security risks. Security is now a strategic imperative, requiring executives to anticipate and mitigate risks through investment in evolving technologies and best practices. Key trends defining the next decade include: 1. AI agents will enhance productivity but also introduce new security risks, necessitating parallel security structures. 2. Cyber-physical agents will expand security perimeters, requiring integration of physical and cybersecurity strategies. 3. Quantum computing poses retroactive threats to current cryptographic standards, prompting the need for quantum-safe encryption. 4. AI-enabled workforces will reshape talent dynamics and risk profiles, requiring collaboration between HR and IT for security programs. 5. Hardware-level security models will enhance protection and necessitate system upgrades. Organizations should adopt strategies such as securing supply chains, prioritizing attack prevention, leveraging AI for threat countermeasures, ensuring source integrity, maintaining security hygiene, and moving towards resilience with proven frameworks. Microsoft is enhancing security through initiatives like the Secure Future Initiative, Windows Resiliency Initiative, Microsoft Virus Initiative, and Zero Trust strategy.
Winsage
July 23, 2025
Microsoft is integrating artificial intelligence into Windows 11 with new features, including Copilot Vision, which serves as a remote assistant processing information in the background. Windows 11 is positioned as the home for AI, offering features like Recall, Click to Do, and enhanced search capabilities. Copilot Vision captures continuous screenshots for analysis using optical character recognition and a large language model, with data processed on Microsoft servers. User data is not stored long-term, except for conversation transcripts with the Copilot assistant. The update introduces an "agentic" AI capable of adjusting system settings based on natural language commands, currently available on Copilot+ systems with Qualcomm Snapdragon hardware, with Intel and AMD support expected. Microsoft has also enhanced the "Click to Do" feature and introduced AI capabilities in applications like Photos, Paint, and the Snipping Tool. The traditional Blue Screen of Death has been replaced with a Black Screen of Death, which promises a more readable error message format. Additionally, Microsoft has unveiled the Surface Laptop 5G, featuring a 13.8" display, Intel Core Ultra processors with a neural co-processor, and optional 5G connectivity, expected to be available in 2025.
Tech Optimizer
July 14, 2025
A SQL query initially took fifteen hours to process, but after performance engineering adjustments by Vadim Laktushin, it was reduced to two minutes. Performance engineers (PEs) work to enhance IT system efficiency by identifying and resolving performance bottlenecks in application code, database management systems, configurations, and hardware. Vadim transitioned from a developer to a performance specialist at Postgres Professional after exploring benchmarks and system tuning. Performance issues often require complex solutions rather than straightforward fixes. For example, a client migrating from Oracle to PostgreSQL faced delays due to the Write-Ahead Log (WAL), which became a bottleneck during heavy write operations. PEs adhere to principles such as proactive analysis, reliance on data, and caution against quick fixes. Essential skills for PEs include programming, Linux expertise, understanding algorithms, statistical thinking, and effective communication. The future of performance engineering may involve specialization, and while AI can assist, it cannot replace human expertise in optimization tasks.
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