Marketing AI
Các bài viết của Vanaxity về Marketing AI, SEO, GEO và AEO.
GPT-6 Astra vs GPT-5.6 Sol: Is the Upgrade Worth 2.5x?
GPT-6 Astra is OpenAI's new frontier model and GPT-5.6 Sol is the model it replaces, but on the independent Artificial Analysis Intelligence Index the two tie at 61 while Astra costs 2.5x more, so the upgrade only pays off for specialized work like agentic computer use, long-context retrieval, and hard math or coding, not everyday marketing content where Sol is the better value.
Fable 5.1 vs Gemini 3.7 Flash vs Kimi K3 vs Qwen 3.8 Max
Fable 5.1 is the most capable and priciest, Gemini 3.7 Flash is the cheap fast workhorse, Kimi K3 is the strongest independently verified open-weight model, and Qwen 3.8 Max is a capable but unproven enterprise API; for marketing and content teams the right pick turns on cost, openness, and how much of each model's claim is actually verified.
Open-Weights AI: What Tencent Hy4 Means for Marketers
Tencent released Hy4 preview, a 770B-parameter open-weights model under Apache 2.0, and the marketing story isn't the benchmarks; it's that a frontier-class model you can own, run privately, and fine-tune on your brand now exists, though the practical path for most teams is private or cheaper hosted access, not self-hosting a 770B model.