News
Meet OpenViking: An Open-Source Context Database that Brings Filesystem-Based Memory and Retrieval to AI Agent Systems like OpenClaw
1+ hour, 30+ min ago (1077+ words) OpenViking is an open-source Context Database for AI Agents from Volcengine. The project is built around a simple architectural concept: agent systems should not treat context as a flat collection of text chunks. Instead, OpenViking organizes context through a file…...
LangChain Releases Deep Agents: A Structured Runtime for Planning, Memory, and Context Isolation in Multi-Step AI Agents
11+ hour, 11+ min ago (445+ words) The Deep Agents GitHub repository lists the core components directly. These include a planning tool called write_todos, filesystem tools such as read_file, write_file, edit_file, ls, glob, and grep, shell access through execute with sandboxing, the task tool for spawning subagents, and built-in context management…...
Zhipu AI Introduces GLM-OCR: A 0.9B Multimodal OCR Model for Document Parsing and Key Information Extraction (KIE)
12+ hour, 11+ min ago (1220+ words) Zhipu AI Introduces GLM-OCR: A 0.9B Multimodal OCR Model for Document Parsing and Key Information Extraction (KIE)MarkTechPost Why Document OCR Still Remains a Hard Engineering Problem? What does it take to make OCR useful for real documents instead of clean…...
How to Build Type-Safe, Schema-Constrained, and Function-Driven LLM Pipelines Using Outlines and Pydantic
18+ hour, 46+ min ago (232+ words) We install all required dependencies and initialize the Outlines pipeline with a lightweight instruct model. We configure device handling so that the system automatically switches between CPU and GPU based on availability. We also build reusable helper functions for chat…...
Garry Tan Releases gstack: An Open-Source Claude Code System for Planning, Code Review, QA, and Shipping
1+ day, 11+ hour ago (1077+ words) What if AI-assisted coding became more reliable by separating product planning, engineering review, release, and QA into distinct operating modes? That is the idea behind Garry Tan's gstack, an open-source toolkit that packages Claude Code into 8 opinionated workflow skills backed…...
Google DeepMind Introduces Aletheia: The AI Agent Moving from Math Competitions to Fully Autonomous Professional Research Discoveries
1+ day, 21+ hour ago (90+ words) Aletheia is powered by an advanced version of Gemini Deep Think. It utilizes a three-part "agentic harness" to improve reliability: This separation of duties is critical; researchers observed that explicitly separating verification helps the model recognize flaws it initially overlooks…...
How to Build an Autonomous Machine Learning Research Loop in Google Colab Using Andrej Karpathy’s AutoResearch Framework for Hyperparameter Discovery and Experiment Tracking
2+ day, 21+ hour ago (918+ words) How to Build an Autonomous Machine Learning Research Loop in Google Colab Using Andrej Karpathy's AutoResearch Framework for Hyperparameter Discovery and Experiment Tracking'MarkTechPost In this tutorial, we implement a Colab-ready version of the AutoResearch framework originally proposed by Andrej Karpathy....
Google AI Introduces 'Groundsource': A New Methodology that Uses Gemini Model to Transform Unstructured Global News into Actionable, Historical Data
2+ day, 12+ hour ago (576+ words) Google AI Introduces "Groundsource: A New Methodology that Uses Gemini Model to Transform Unstructured Global News into Actionable, Historical Data'MarkTechPost Google AI Research team recently released Groundsource, a new methodology that uses Gemini model to extract structured historical data from…...
Model Context Protocol (MCP) vs. AI Agent Skills: A Deep Dive into Structured Tools and Behavioral Guidance for LLMs
2+ day, 11+ hour ago (627+ words) User Query " AI Agent " Calls MCP Tool " MCP Server Executes Logic " Returns Structured Response " Agent Uses Result to Answer the User While MCP provides a powerful way for agents to interact with external systems, it also introduces several limitations in…...
Stanford Researchers Release OpenJarvis: A Local-First Framework for Building On-Device Personal AI Agents with Tools, Memory, and Learning
2+ day, 22+ hour ago (1072+ words) Stanford Researchers Release OpenJarvis: A Local-First Framework for Building On-Device Personal AI Agents with Tools, Memory, and Learning'MarkTechPost Stanford researchers have introduced OpenJarvis, an open-source framework for building personal AI agents that run entirely on-device. The project comes from Stanford's…...