Author: State Naukri

Others agree that evaluations are critical for enterprise-grade agentic systems. “Treat agents like regulated systems,” says Gurtu. “Sandbox changes, and test agents in simulation.”  Behavioral observability Lastly, another core layer is observability. For agentic systems, this must go beyond traditional monitoring or failure detection to capture advanced signals, such as why agents failed, or why they picked certain actions over others. “Observability must be built in from day one,” says Sonar’s Kussberg. “You need transparency into every step of execution: prompts, tool calls, intermediate decisions, and final outputs.” With more observable agent behaviors, you can improve the system continuously over…

Frontend cloud platform Vercel, the creator of Next.js and Turbo.js, has warned about a data breach after a compromised third-party AI application abused OAuth to access its internal systems. A Vercel employee used the third-party app, identified as Context.ai, which allowed the attackers to take over their Google Workspace account and access some environment variables that the company said were not marked as “sensitive.” “Environment variables marked as ‘sensitive’ in Vercel are stored in a manner that prevents them from being read, and we currently do not have evidence that those values were accessed,” Vercel said in a security post. The incident…

IIM Mumbai Faculty Non-Teaching Vacancy Recruitment 2026 IIM Mumbai (IIMM) invites online applications from suitable and desirable candidates for the following Faculty Vacancy 2026 and various Non-Teaching Vacancy 2026 at various levels in various departments of IIM Mumbai for the year 2026. SarkariNaukriBlog IIM Mumbai Recruitment 2026 vacancies Faculty Advertisement No. Admn/Rectt/Faculty/2026/01 – Rolling advertisement for Special Recruitment Drive for SC/ST/NC-OBC/EWS/PWD candidates. Since it is a rolling advertisement, there is no last date for this yearAssistant Professor Grade-I: Academic Pay Level-12 of 7th CPC ₹101500-167400 with Entry Pay of ₹101500, Age: 35 years Assistant Professor Grade-II: Academic Pay Level-10 of 7th CPC 57700-98200 with Entry Pay of ₹ 84700,…

The CAIIB journey is not just about clearing papers; it is about becoming a better decision-maker at work. If you are targeting the upcoming exam, your preparation should be aligned with the actual schedule. The IIBF CAIIB 2026 exam will be conducted in two cycles. The May–June cycle runs from 31st May to 21st June 2026, while the November–December cycle is scheduled from 6th to 27th December 2026. The ABFM paper is scheduled for 13th June 2026 and 13th December 2026, making it crucial to start focused preparation now. If you are preparing for ABFM Module A (Management Process), one…

Enterprises have spent the past two years rushing to make their workforces “AI-ready.” But many early training programs — focused on prompt writing and chatbot skills — are proving poorly suited to the realities of AI-powered work. The reason is simple: the skills that matter most once AI enters real workflows have less to do with interacting with tools and more to do with judgment. The durable capabilities emerging in the AI era include output validation, data literacy, process understanding, and the ability to challenge automated recommendations. Tool-specific skills, by contrast, tend to age quickly as models and interfaces evolve.…

3 min readNew DelhiUpdated: Apr 20, 2026 03:54 PM IST JEE Main Results 2026: Over a million appeared for the January (Session 1) and April (Session 2) of JEE Main 2026. With results scheduled for announcement today, April 20, one key attraction each year is the announcement of toppers — who not only crack JEE, but also establish benchmarks for aspirants seeking entry into India’s prestigious government engineering institutes. JEE Main 2026 Results Live While candidate numbers have risen steadily over the past seven years, female participation has grown too — yet women have consistently lagged in the top ranks,…

That last part matters because MCP is important, but it isn’t enough. Anthropic introduced MCP in November 2024 as an open standard for connecting AI systems to tools and data. Later, they donated it to the Linux Foundation’s Agentic AI Foundation to keep it neutral and community-driven. It worked. Anthropic reports there are now more than 10,000 active public MCP servers and support across ChatGPT, Cursor, Gemini, Microsoft Copilot, and VS Code. That’s awesome, but it’s also not enough. Why? Because a protocol isn’t a platform. A protocol can help an agent talk to a tool, but it doesn’t, by…

The RRB NTPC exam is conducted to recruit candidates for the posts of Junior Clerk cum Typist, Accounts Clerk cum Typist, Station Master, Senior Clerk cum Typist, and others. The vacancies will be released for both undergraduate and graduate posts. To be recruited for these posts, candidates will have to appear for two computer-based tests. One of the main topics under the RRB NTPC Syllabus is General Knowledge. This article provides some mock questions about the RRB NTPC General Knowledge section. Download RRB NTPC GK Questions PDF The General Awareness section of the RRB NTPC Exam includes questions from a…

2 min readNew DelhiUpdated: Apr 20, 2026 12:18 PM IST COHSEM Class 12 result 2026: The Council of Higher  Secondary Education, Manipur (COHSEM) on April 20 declared the Class 12 results. The exam was held between February 17 to  March 20, 2026. Candidates can get their results by logging in to the official websites at cohsem.nic.in. Students will be required to provide their login credentials to download their results. COHSEM class 12th result: How to download the result To download the result of the class 12 exam, candidates are requested to follow the steps below to avoid unnecessary inconvenience: Step…

CBSE Class 10th result 2026 The headline number appears reassuring. CBSE’s Class X pass percentage for 2026 stands at 93.70%, a marginal improvement over last year’s 93.66%. Girls have again outperformed boys. Kendriya Vidyalayas and Jawahar Navodaya Vidyalayas continue to lead institutional performance.Disaggregated data, however, tells a more complicated story.What emerges is not just variation in outcomes, but a system navigating a major pedagogical shift without uniform institutional readiness.An emerging compartment pattern across regionsWhile the national compartment rate stands at 5.95%, a geographic cluster reveals a more concerning trend. Guwahati leads at 13.27%, followed by Noida at 11.61%, Patna at…