TNGlobal Insider

Generating multiple AI versions of an article can help teams find the right framing for different audiences, but the source material needs to stay fixed and every variant still requires human review.

AI is making vehicle inspection faster and more scalable, but real-world reliability still depends on image quality, operating conditions, human review, and how inspection systems are integrated into claims and repair workflows.

Singapore has no equivalent of Article 50, yet universal watermarking could stigmatize AI use and disadvantage smaller businesses and creators.

Cybersecurity sovereignty is becoming a governance and resilience issue. Heng Lee examines how organizations can balance security effectiveness with transparency, operational control, data governance, and external dependencies.

AI can remove obvious phishing tells such as poor grammar. Learn how to spot suspicious context, urgency, links, and requests when messages look polished.

Tokenization is moving into mainstream financial markets, but issuance alone does not create a functioning market. Lisa Loud argues that assets should be judged by liquidity, access, transparency, cost improvements, and whether people actually use them.

Asian startup founders are planning their US expansion earlier, placing commercial teams closer to capital and customers while keeping product, engineering and operations rooted in Asia.

Recent autonomous AI security incidents raise a less cinematic concern than machines going rogue. Tenable CTO Vlad Korsunsky argues that the immediate risk comes from AI agents faithfully pursuing objectives while holding access and permissions that organizations have not adequately controlled.

Many Asia Pacific enterprises have embraced AI experimentation but remain stuck at the pilot stage. Srikanth Seshadri of HPE Asia Pacific examines how data quality, governance, and an AI factory approach can help organizations scale AI more reliably.

As employees increasingly use ChatGPT and other generative AI tools at work, businesses need better visibility into shadow AI, sensitive-data exposure, compliance risks, and the controls that can help manage them.