Author: State Naukri

Ensuring reliable and scalable context management in production environments is one of the most persistent challenges in applied AI systems. As organizations move from experimenting with large language models (LLMs) to embedding them deeply into real applications, context has become the dominant bottleneck. Accuracy, reliability, and trust all depend on whether an AI system can consistently reason over the right information at the right time without overwhelming itself or the underlying model. Two core architectural components of Empromptu’s end-to-end production AI system, Infinite Memory and the Adaptive Context Engine, were designed to solve this problem, not by expanding raw context…

2 min readNew DelhiUpdated: Mar 24, 2026 07:37 PM IST The Indian Institute of Technology (IIT) Kanpur’s adhwani School of AI and Intelligent Systems (WSAIS) has partnered with Crisil Limited to strengthen collaboration in artificial intelligence and intelligent systems. According to the institute, the partnership will focus on industry-academia engagement through academic initiatives, student recognition and internship opportunities. IIT Kanpur stated that the collaboration is aimed at aligning academic training with industry requirements in emerging technology domains. As part of the agreement, a Crisil Lecture Series will be launched at IIT Kanpur. This will bring industry professionals and academic experts…

For months, company owners looking to apply for Spain’s Digital Nomad Visa faced a key uncertainty: the law lacked clear guidance on whether people running their own companies could qualify. In early 2024 MoveWise introduced one of the first successful cases, demonstrating that, with the right legal structure and documentation, company owners can indeed meet the requirements. Since then, approvals have followed, confirming a clear, reliable path for business owners relocating to Spain. Who qualifies as a company owner? One of the key requirements to apply for Spain’s Digital Nomad Visa is that the applicant must have a professional relationship…

Headquarters: Remote URL: https://www.toptal.com/ Overview Work on a short-term project transcribing dialogue from full-length films to help build high-quality datasets for AI and media applications. What You’ll Do Transcribe movie dialogue from audio files (FLAC or similar) Capture all spoken content accurately, even in fast-paced or complex scenes Follow clear formatting guidelines to produce clean, structured transcripts Deliver work that is consistent and ready for downstream use Project Details Short-term, project-based work Up to ~6 hours of work per video ~5 full-length films across multiple genres Fully remote Expected compensation is up to $30/hr Why This Project Work…

“Observing AI agents requires visibility not only into model calls but into the full chain of reasoning, tools, and code paths they activate, so devops can quickly identify hallucinations, broken steps, or unsafe actions,” says Shahar Azulay, CEO and co-founder of Groundcover. “Real-time performance metrics like token usage, latency, and throughput must sit alongside traditional telemetry to detect degradation early and manage the real cost profile of AI in production. And because agents increasingly execute code and access sensitive data, teams need security-focused observability that inspects payloads, validates integrations like MCP, and confirms that every action an agent takes is…

A move overseas sounds exciting until you’re buried in paperwork at 11pm wondering if your car will pass customs. Add a car to the mix and it becomes more complex than ever. Compliant vehicles, troublesome mechanics, and missing forms have made or broken more international moves than anyone would like to admit. Let’s face it: preparation is the difference between a smooth crossing and a costly mess at the border. Before you ship your vehicle, confirm if 205/75R15 tires are available in your country of destination. These tires are not usually available and can be expensive and time-consuming to replace.…

Banking professionals preparing for JAIIB often have a strong practical understanding of banking operations. However, when it comes to solving numerical and application-based questions in a time-bound exam, many candidates struggle with speed and accuracy. The challenge is not the lack of knowledge, but the ability to apply concepts quickly under pressure. This is where a focused PPB numerical practice quiz becomes important. It helps you strengthen your problem-solving approach and prepares you for real exam conditions. In this blog, you can attempt a structured JAIIB PPB numerical practice quiz and download a free PDF to practice anytime and improve…

Cloud-native microservices are built for resilience, but true fault tolerance requires more than automatic retries. In complex distributed systems, a single failure can cascade across multiple services, databases, caches or third-party APIs, causing widespread disruptions. Traditional retry mechanisms, if applied blindly, can exacerbate failures and create what is known as a retry storm, an exponential amplification of failed requests across dependent services. This article presents a recovery-aware redrive framework, a design approach that enables self-healing microservices. By capturing failed requests, continuously monitoring service health and replaying requests only after recovery is confirmed, systems can achieve controlled, reliable recovery without manual…

2 min readNew DelhiUpdated: Mar 24, 2026 07:37 PM IST The Chhattisgarh Board of Secondary Education (CGBSE) has announced a re-examination for the Class 12 Hindi paper for the 2026 board exams, following allegations of a question paper leak. According to the board’s notification, the Higher Secondary Certificate (Class 12) Hindi examination (code 010/810), held on March 14, 2026, has been ‘declared null and void’ following allegations that the question paper was leaked. The issue came to light a day after the exam when claims circulated on social media on March 15 and 16 regarding the viral spread of the…

Anthony Salcito, General Manager of Enterprise, Coursera As artificial intelligence reshapes industries and job roles worldwide, India’s education system faces a crucial challenge, ensuring that AI skills translate into innovation, entrepreneurship and job creation. In an exclusive interaction with ET Education, Anthony Salcito, General Manager – Enterprise at Coursera, says India already has strong momentum through initiatives such as the IndiaAI Mission and YUVAi – Youth for Unnati and Vikas with AI, but the country must now move beyond skilling to applying these capabilities for real-world innovation. With more than three decades of experience at the intersection of education and…