Topic Intelligence

Multimodal AI

Multimodal AI — systems that can process and generate across text, image, audio, video, and code simultaneously — is moving from experimental to production. GPT-4o, Gemini 1.5, and Claude 3 have demonstrated real-time cross-modal reasoning. Video generation (Sora, Runway, Pika) has crossed a commercial threshold.

Trend:Real-time audio-visual interaction (as demonstrated by GPT-4o) is becoming a standard capability expectation. Video generation quality is doubling roughly every 6 months. On-device multimodal models are enabling new mobile applications.
Risks
  • Deepfake proliferation at consumer scale
  • Copyright infringement in generated media
  • Computational cost of video generation
  • Regulatory pressure on synthetic media
Opportunities
  • Synthetic media production pipelines
  • Multimodal enterprise knowledge tools
  • Personalized on-device AI assistants
  • Computer vision for industrial applications
Key Players
OpenAIGoogle DeepMindMeta AIRunwayPika LabsStability AIElevenLabsHeyGenSynthesia