All tags
Topic: "plugin-systems"
not much happened today
muse-code deepseek-v4-flash-vision-exp glm-5.3-flash qwen3.8-flash-next hy4-preview meta-ai-fair deepseek google tencent ollama agent-benchmarks agent-infrastructure context-management multi-agent-systems model-releases plugin-systems model-performance finkd alexandr_wang teortaxestex zizhpan arena valsai zhihufrontier teknuim dair_ai
Meta's Muse Code has exited beta with an SDK and subscription plans, enabling embedding custom agents and tool integration. DeepSeek V4 Flash Vision weights were released openly, adding vision parity with other models. GLM-5.3 Flash showed strong agentic cost/performance in benchmarks, ranking #19 overall and #4 among open models with a $0.12 median cost per task. Qwen3.8-Flash-Next also competed but ranked lower. Tencent Hunyuan's Hy4 Preview is a 770B MoE model with 49B active parameters and over 1M context length, showing rapid improvements post Hy3. On infrastructure, Hermes Agent v0.21.0 introduced multi-agent workflow features and improved context efficiency. DeepSeek Harness v0.1.2-alpha updated with breaking changes, highlighting challenges in plugin-heavy agent platforms. Context management is emerging as a key research area with new papers like WikiSkill / SKILL.state from Google and collaborators.
Air Street's State of AI 2025 Report
glm-4.6 jamba-1.5 rnd1 claude-code reflection mastra datacurve spellbook kernel figure softbank abb radicalnumerics zhipu-ai ai21-labs anthropic humanoid-robots mixture-of-experts diffusion-models open-weight-models reinforcement-learning benchmarking small-language-models plugin-systems developer-tools agent-stacks adcock_brett achowdhery clementdelangue
Reflection raised $2B to build frontier open-weight models with a focus on safety and evaluation, led by a team with backgrounds from AlphaGo, PaLM, and Gemini. Figure launched its next-gen humanoid robot, Figure 03, emphasizing non-teleoperated capabilities for home and large-scale use. Radical Numerics released RND1, a 30B-parameter sparse MoE diffusion language model with open weights and code to advance diffusion LM research. Zhipu posted strong results with GLM-4.6 on the Design Arena benchmark, while AI21 Labs' Jamba Reasoning 3B leads tiny reasoning models. Anthropic introduced a plugin system for Claude Code to enhance developer tools and agent stacks. The report also highlights SoftBank's acquisition of ABB's robotics unit for $5.4B and the growing ecosystem around open frontier modeling and small-model reasoning.