AAI Model Watch2026-09-14DeepSeek re-architects Flash and retires Pro as Sakana bets on multi-agent routingA practical comparison of DeepSeek-V4.1-Flash, Sakana Fugu Max and Ultra v2, and OpenAI GPT Image 2.5: what changed, what each costs, and which workload to test first.1
AAI Model Watch2026-09-07Four frontier models shipped in one week. The practical split is access, cost, and control.A practical comparison of GPT-6 Astra, Claude Fable 5.1, Gemini 3.8 Flash, and Muse Spark 1.3: what changed, what each costs, and which workload to test first.
AAI Model Watch2026-08-31Three model bets for long-context agents: GLM-5.3-Flash, Qwen3.8-Flash-Next, and Hy4A practical comparison of three model releases from Aug. 24-30: GLM-5.3-Flash for multimodal agent retrofits, Qwen3.8-Flash-Next for efficient long context, and Hy4 preview for long-running work.
AAI Model Watch2026-08-24DeepSeek adds vision to V4 Flash as Meta pushes Muse Spark 1.2 into visual codingDeepSeek adds image input to its V4 Flash API while Meta positions Muse Spark 1.2 as a tool-using visual coding model; here is how the two releases differ and what to test first.1
AAI Model Watch2026-08-18Four models shipped this week — and three of them run on your deskGemini 3.7 Flash halves Google’s workhorse price; Qwen3.8-27B, Meta’s Muse Glimmer, and Nvidia’s Nemotron 3.5 Lightning push capable agents onto a single GPU.31