Practical writing on assessment AI, GATE preparation, research craft and robotics from the AI-Shala team.https://ai-shala.com/en-INhttps://ai-shala.com/blog/ai-robotics-internships-in-india/https://ai-shala.com/blog/ai-robotics-internships-in-india/What research and deeptech teams look for in intern applications, why most get rejected in thirty seconds, and what to build instead of another certificate.Tue, 18 Aug 2026 00:00:00 GMTCareersinternshipscareersAI jobsstudentsAI-Shala Teamhttps://ai-shala.com/blog/sim-to-real-transfer-why-policies-fail/https://ai-shala.com/blog/sim-to-real-transfer-why-policies-fail/A policy that is perfect in simulation and useless in the lab is not a bug in your training. It is a specific, diagnosable gap. Here is how to find and close it.Thu, 02 Jul 2026 00:00:00 GMTRoboticsreinforcement learningroboticsdomain randomizationsim-to-realAI-Shala Teamhttps://ai-shala.com/blog/publishing-your-first-ai-paper/https://ai-shala.com/blog/publishing-your-first-ai-paper/What actually stands between a capable student and a first publication — and the order of operations that gets you from reading papers to submitting one.Sun, 14 Jun 2026 00:00:00 GMTResearchresearchpublishingmachine learningPhD applicationsAI-Shala Teamhttps://ai-shala.com/blog/gate-cs-preparation-complete-strategy/https://ai-shala.com/blog/gate-cs-preparation-complete-strategy/A realistic plan for GATE Computer Science, built around weightage, timed practice and error journals rather than finishing more lectures.Wed, 20 May 2026 00:00:00 GMTGATE PrepGATEGATE CSexam strategycomputer scienceAI-Shala Teamhttps://ai-shala.com/blog/how-to-write-a-rubric-ai-can-apply/https://ai-shala.com/blog/how-to-write-a-rubric-ai-can-apply/Most rubrics are written for someone who already knows the subject. Making one explicit enough for a machine turns out to make it fairer for students too.Wed, 08 Apr 2026 00:00:00 GMTAssessment AIrubricsassessment designNEP 2020moderationAI-Shala Teamhttps://ai-shala.com/blog/why-auto-grading-fails-and-co-grading-works/https://ai-shala.com/blog/why-auto-grading-fails-and-co-grading-works/Fully automated grading keeps failing in higher education for reasons that have little to do with model accuracy. Here is what actually breaks, and the design that avoids it.Thu, 12 Mar 2026 00:00:00 GMTAssessment AIauto-gradingrubricshuman-in-the-loopassessmentAI-Shala Team