Attackers could pre-register cloud storage buckets based on predictable naming schemes derived from project ID and region to replace uploaded models with malware before Vertex AI loaded them.
Various AI-specific frameworks such as ISO/IEC 42001 and NIST AI RMF address different aspects of AI governance and risk control — the right choice depends on an organization’s specific gaps.
Companies must build their own AI expertise and learning loops rather than simply purchasing external models to remain independent and competitive in the long term.
Copilot Cowork is now generally available and allows users to choose between models from Anthropic (Claude Opus 4.8, Sonnet 4.6) as well as GPT 5.5 in the Frontier program.
ChatGPT retains the most users but must cede market share to Gemini (27.7%) and Claude (10.3%), as the industry shifts from user acquisition to monetization.
