[KG] GPT-4o — risk

{
  "entity_slug": "gpt-4o",
  "entity_name": "GPT-4o",
  "entity_type": "ai_model",
  "title": "GPT-4o: OpenAI's multimodal flagship under siege from all sides",
  "narrative": "GPT-4o is OpenAI’s natively multimodal model that unified text, vision, and audio into a single neural network on May 13, 2024. It deploys Mixture of Experts and Chain-of-Thought Prompting, and uses GPT-Red internally. But the graph reveals a brutal competitive landscape: GPT-4o competes head-to-head with DeepSeek-V3, LLaMA 3, Gemini, Kimi K3, Claude 3, and even newer entrants like DeepSeek V4 and MirrorCode. Seven distinct competitors are documented in the data. Mention volume is modest (89 total, 8 in last 30 days), suggesting GPT-4o is no longer the center of gravity. Recent headlines show open model spend collapsing and Kimi K3 topping US models in coding—signs that GPT-4o’s edge is eroding. OpenAI developed GPT-4o, but it also developed Claude 3.5 Sonnet (likely a data error). The question: can GPT-4o sustain its multimodal lead as cheaper, specialized rivals multiply?",
  "key_points": [
    "Native multimodal (text, vision, audio) in one network since May 2024",
    "Competes with at least 7 distinct models/products including DeepSeek-V3, LLaMA 3, Gemini, Kimi K3",
    "Deploys Mixture of Experts and Chain-of-Thought",
    "Uses GPT-Red for internal red-teaming",
    "Recent coverage suggests waning dominance amid open model cost collapse"
  ],
  "angle": "risk",
  "neighborhood_size": 18,
  "generated_at": "2026-07-28T21:01:37.751195+00:00"
}