All tags
Topic: "agentic-reinforcement-learning"
not much happened today
qwen-image-layered kling-2.6 gwm-1 gen-4.5 gemini-3-flash gpt-5.2 codex-cli opus-4.5 alibaba kling-ai runway google anthropic openai image-decomposition motion-control video-generation agentic-reinforcement-learning long-context model-degradation benchmarking tool-use prompt-engineering ankesh_anand
Alibaba released Qwen-Image-Layered, an open-source model enabling Photoshop-grade layered image decomposition with recursive infinite layers and prompt-controlled structure. Kling 2.6 introduced advanced motion control for image-to-video workflows, supported by a creator contest and prompt recipes. Runway unveiled the GWM-1 family with frame-by-frame video generation and Gen-4.5 updates adding audio and multi-shot editing. In LLM platforms, Gemini 3 Flash leads benchmarks over GPT-5.2, attributed to agentic reinforcement learning improvements post-distillation. Users note GPT-5.2 excels at long-context tasks (~256k tokens) but face UX limitations pushing some to use Codex CLI. Discussions around Anthropic Opus 4.5 suggest perceived model degradation linked to user expectations.