Google has released two generative AI models: Gemini Omni Flash for video generation and Nano Banana 2 Lite for image generation. The former supports multimodal input and conversational video editing; the latter achieves 4-second image generation with low-cost batch production. They can be chained to create an end-to-end AIGC workflow targeting e-commerce, decoration, and short video verticals.

The 2026 Anti-Fraud Report by Bitget and SlowMist reveals that cross-asset allocation users have grown from under 1% to over 10% in a year. Fraud tactics have evolved into complex attack chains incorporating AI-generated content, deepfakes, voice cloning, and multi-channel social engineering. Bitget's security system blocked over 150 million malicious requests, identified 13,000 high-risk IPs, and helped recover approximately $32.3 million for users in the past 12 months.