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Company: "miaai_lab"
not much happened today
deepseek-v4-flash gpt-5.6-luna terra deepseek huggingface openai post-training agent-specialization quantization model-deployment api cost-efficiency cache-optimization long-context agentic-ai open-weights model-performance kimmonismus cline artificialanlys miaai_lab _akhaliq vllm_project unslothai danielhanchen jakevin7 arena omarsar0
DeepSeek launched the public-beta of DeepSeek-V4-Flash API, boasting a significant post-training performance leap without architecture or size changes, achieving a Terminal-Bench score of 82.7 and nearing GPT-5.6 Luna's 51 score at about 60% lower cost per task. The model features 284B total / 13B active parameters, supports 1M context length, and offers aggressive pricing with a 98% cache-hit discount. Open weights were released immediately under MIT license on Hugging Face, enabling local and quantized deployment with 4-bit and 3-bit quantization options. The update emphasizes improved agent specialization and tool use, with autonomous subagent swarm patterns and better harness sensitivity. This release also intensified the ongoing price competition with OpenAI's GPT-5.6 Luna and Terra models, highlighting a new era of "cheap intelligence" in AI agent benchmarks.
not much happened today
gpt-5.6 codex bonsai-27b qwen-3.6-27b hy3-295b gemma-4 qwen3.5-122b-a10b glm-4.7-flash deepseek-v4-flash mimo-v2.5 glm-5.2-nvfp4 moss-vl-realtime openai jetbrains langchain prismml tencent-hunyuan miaai_lab openmoss agentic-ai model-quantization local-inference multimodality video-understanding model-compression evals observability long-context tool-use sama reach_vb kimmonismus swyx theo andykonwinski
OpenAI's agent products saw a 2.5x weekly usage growth driven by Codex + ChatGPT Work and demand for GPT-5.6 Sol. JetBrains adopted Codex as a recommended agent, while LangChain enhanced tracing and observability across multiple tools. PrismML released Bonsai 27B, a compressed variant of Qwen 3.6 27B enabling local multimodal agentic workflows on consumer devices. Tencent Hunyuan introduced 1-bit and 4-bit quantized Hy3 295B model deployable on a single GPU. Quantization advances like NVFP4 dynamic quants for Gemma-4 and others support serious local inference. OpenMOSS launched MOSS-VL-Realtime 11B for continuous video stream perception with a 256K context window. "Harness quality and observability are becoming a first-class differentiator" and local inference is now viable for agentic workflows.