Taking the Pulse of Agentic AI from the Developer Community at the End of Q1 2026
Ming-Omni-TTS: Simple and Efficient Unified Generation of Speech, Music, and Sound with Precise Control

The Community Stories of vLLM and SGLang
Ming-flash-omni-Preview: A Sparse, Unified Architecture for Multimodal Perception and Generation
Open Source LLM Development Landscape 2.0: 2025 Revisited
Ming-UniAudio: Speech LLM for Joint Understanding, Generation and Editing with Unified Representation
Ming-UniVision: Joint Image Understanding and Generation via a Unified Continuous Tokenizer
Segmentation-as-Editing for Unified Multimodal AI
Introducing Ring-lite-2507
Introducing Ming-Lite-Omni V1.5
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning
ABench: An Evolving Open-Source Benchmark
AWorld: The Agent Runtime for Self-Improvement
Open Source LLM Development 2025: Landscape, Trends and Insights
Ming-Omni: A Unified Multimodal Model for Perception and Generation
Ling: A MoE LLM Provided and Open-sourced by InclusionAI
Ming-Lite-Uni: Advancements in Unified Architecture for Natural Multimodal Interaction
Ming-Lite-Omni-Preview: A MoE Model Designed to Perceive a Wide Range of Modalities
Agentic Learning
AReaL: Ant Reasoning Reinforcement Learning for LLMs
In RL we trust — AReaL v0.2 (Boba) Release
PromptCoT & PromptCoT-Mamba: Advancing the Frontiers of Reasoning
Ring: A Reasoning MoE LLM Provided and Open-sourced by InclusionAI

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