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Ornith-1.0: Open-Source Self-Improving Models for Agentic Coding

By Hunter Io June 30, 2026AI & Machine Learning

Ornith-1.0 is a self-improving open-source model family achieving state-of-the-art performance on agentic coding benchmarks. Available in 9B, 35B, and 397B variants with MIT license.

ProMSA - Progressive Multimodal Search Agent for Visual Question Answering

News

ProMSA: Smart AI Search Agent for Visual Question Answering

By Hunter Io June 30, 2026News

ProMSA is a progressive multimodal search agent that helps AI answer knowledge-based visual questions by smartly searching images and text on Wikipedia.

DeepSpec GitHub Repository showing DSpark speculative decoding framework by DeepSeek

AI & Machine Learning

DeepSeek DSpark Explained: How Speculative Decoding Makes V4 Up to 85% Faster

By Hunter Io June 29, 2026AI & Machine Learning

Learn how DeepSeek DSpark uses speculative decoding to accelerate V4 inference by up to 85%. Open-source framework with lossless quality preservation.

ConAct framework showing context management as part of the action space for mobile GUI agents

AI & Machine Learning

MemGUI-Agent: End-to-End Long-Horizon Mobile GUI Agent with Proactive Context Management

By Hunter Io June 28, 2026AI & Machine Learning

MemGUI-Agent is an end-to-end mobile GUI agent using ConAct framework for proactive context management, achieving 62.5% Pass@3 on MemGUI-Bench with an 8B trained model.

Wan-Streamer single Transformer architecture with block-causal attention for audio-visual streaming interaction

AI & Machine Learning

Wan-Streamer: The First End-to-End Real-Time Audio-Visual Foundation Model

By Hunter Io June 26, 2026AI & Machine Learning

Introduction: Beyond Cascaded Systems Current multimodal AI systems are built as cascaded pipelines — separate…

Qwen-AgentWorld: A New Paradigm for Agent Environment Simulation

By Hunter Io June 25, 2026AI

Qwen-AgentWorld is the first language world model simulating agentic environments across 7 domains. Outperforms GPT-5.4 on AgentWorldBench with 58.71 overall score.

AI & Machine Learning

SproutRAG: Attention-Guided Tree Search with Progressive Embeddings — Technical Deep Dive

By Hunter Io June 24, 2026AI & Machine Learning

SproutRAG is an attention-guided hierarchical RAG framework that builds a binary tree over sentence-level chunks using learned inter-sentence attention, achieving 6.1% higher IE with 2.7x fewer tokens than GraphRAG.

GateMem benchmark overview diagram showing multi-principal shared memory governance framework

AI & Machine Learning

GateMem: The First Benchmark for Memory Governance in Multi-Principal AI Agents

By Hunter Io June 23, 2026AI & Machine Learning

GateMem reveals a hard truth: today's AI agents can remember, but they can't govern shared memory. A deep dive into the first benchmark for multi-principal memory governance.

Cursor Origin Git hosting platform for AI agents announcement

Meet Cursor Origin: The Git Platform Built for AI Agents

By Hunter Io June 19, 2026AI

Cursor announced Origin at Compile 2026 - a Git hosting platform built for AI agents. Features agent-driven merge conflict resolution, CI auto-fix, stacked PRs, and more. Waitlist now, GA Fall 2026.