Major model releases: OpenAI, Google, Alibaba, MiniMax, Microsoft, Nvidia, and multimodal competition
New model releases: Seedream 4.7 (ByteDance, 4K, generate-and-edit), Grok Imagine 2 (xAI, Arena #2, editing tools) — now with segmented editing (layers-like) but limited true layer manipulation. LanPaint universal inpainting sampler, WorldClaw agentic 3D generation. Harvard paper on exploration scaling. Other models: FLUX 3, Microsoft MAI-Image-2.5-Pro (new beginner's guide), MiniMax H3 (open-weight, 'DeepSeek moment' for video AI — rapid community adoption, Turbo LoRA, 8GB VRAM, Apple Silicon), Kimi-K3, Seedance 2.5, Reve 2.1, NVIDIA Cosmos 3, Wan-Animate-2, OpenAI GPT Image 2 (now supports transparent PNGs via parameter), Kling O3, Alibaba Wan 3.0. Qwen Image 3.0 Pro (dense layouts, 12-language text). Muse Glimmer-30B (Meta, Apache 2.0, agentic, fine-tuning guide). DiffusionGemma (Google DeepMind, open multimodal MoE, local inference guide). Cohere North Micro Vision (2.4B open-weight VLM, native resolution, Apache 2.0). First fully AI-generated feature film with licensed celebrity likenesses, open-sourced. Liquid AI LFM2.5-VL-3B — compact on-device VLM matching 4.7B models, screen grounding, function calling, $10M revenue cap on free commercial use. Anthropic to acquire Decart AI for $6B — video generation and world models become core to frontier; Decart's Oasis 3 and Lucy 2.5 address multimodal gap. Production shift: reliability, cost, latency, control, integration are key. Editor interview confirms AI expands editor's role. Educational guides for Seedance, Grok, Stable Diffusion, Veo 3.1, diffusion explainer, LTX 2.5 ComfyUI workflow, Grok prompt formulas, fine-tuning guide, API implementation guide, Felo agent tutorial, Claude image generation workaround, Dreamina Seedance 2.0 series tutorial. Helena Zhang profile highlights human-centered tooling. New practical resources: commercial use checklist for AI video tools, best AI video tools for developer teams comparison. New open-source video tool aggregator (6GB VRAM, 8K stars) enables local multi-model experimentation. New comparison: Kling 3.0 vs Vidu Q3 vs Seedance for ad creative — environment realism vs character consistency tradeoffs, Kling text hallucination weakness. MiniMax H3 practical guide reinforces shift toward multimodal controllable generation. Higgsfield raises $400M at $5.4B valuation, signaling strong market confidence and enterprise adoption. New practical guide: How to Use Stable Diffusion 3.5 (11 steps, 90 min). Google briefly tested AI-generated images in AI Overviews for recipes, then killed after creator backlash — deployment friction case. New applied use cases: Reddit testing AI-generated videos from text posts; AI product photography workflow guide; best AI text-to-video tools for shorts comparison. New: Nano Banana Pro API for image generation with cost-saving platform; Rapidata benchmark (4.5M+ pairwise comparisons) for model evaluation; practical guide on prompt vs reference control in video generation (Seedance 2.5 supports 50 multimodal references). New: DeepSeek releases V4-Flash-Vision-Exp multimodal model (strong agentic benchmarks, close to Opus 4.8). Adobe Firefly unified workspace for image/video generation/editing. New localization guide for AI campaign images (locked vs localized elements, tool matching by risk).