LIRC@SFIT

Can AI help researchers identify errors, verify claims, and strengthen complex technical documents? Google Research has introduced Deep Review , an AI-powered system designed to analyse technical documents, identify logical gaps, verify mathematical statements, and provide detailed feedback to improve document quality. Initially developed to support academic research paper reviews, Deep Review has expanded to cover documents such as technical proposals, presentations, and legal and financial materials. The system uses multiple AI agents to examine different sections of a document and combine their findings into a comprehensive review. According to Google Research, the tool evolved from its Paper Assistant Tool, which supported more than 16,000 opted-in manuscript submissions through pilot programmes associated with major computer science conferences. Key Highlights AI-assisted verification of complex documents and research claims. Identification of logical inconsistencies and potential...

In a world where learning, communication, and financial transactions increasingly happen online, cyber safety is no longer optional—it is essential. The Central Institute of Educational Technology (CIET), under the National Council of Educational Research and Training (NCERT), is organising an online training programme titled “Safety in Cyber Space” from 19 to 30 October 2026 , as part of Cybersecurity Awareness Month. The programme aims to empower students, teachers, teacher educators, and other learners with the knowledge and skills needed to navigate the digital world safely, responsibly, and ethically. Objectives of the Training The training will help participants: Understand the importance of cybersecurity in education and everyday life. Identify cyber threats such as phishing, cyberbullying, identity theft, malware, and online fraud. Practise safe use of digital devices, web browsers, email, and social media. Protect personal information and strengthen digital privacy. Recognise...