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TOOLS = { “calc”: lambda expression: _safe_calc(expression), “kb_search”: lambda query, k=3: _kb_search(query, int(k)), “extract_json”: lambda text: _extract_json(text), “write_file”: lambda path, content: _write_file(path, content), } TOOL_SCHEMAS =…

class RoutedAgent: def __init__(self, server: MCPToolServer, router: HybridMCPRouter, model: str): self.server = server self.router = router self.model = model def discover_exposed_tools(self, exposed_tool_names: List[str]) -> List[Dict[str, Any]]:…

In this tutorial, we implement an advanced agentic AI system using the CAMEL framework, orchestrating multiple specialized agents to collaboratively solve a complex task. We design…

Image by Editor   # Understanding Just-in-Time World Modeling  This article provides an overview and summary of the recently published paper titled “Just in Time” World Modeling…

Summary Sony is raising prices on the PS5, PS5 Digital Edition, PS5 Pro, and PlayStation Portal, effective April 2, 2026. The PS5 is going up $100…

OpenAI is working on a desktop “superapp” that merges its ChatGPT app, the Codex AI coding app, and its AI-powered Atlas browser into one app, The…

Large language models (LLMs) are transitioning from conversational to autonomous agents capable of executing complex professional workflows. However, their deployment in enterprise environments remains limited by…

Most LLM agents work well for short tool-calling loops but start to break down when the task becomes multi-step, stateful, and artifact-heavy. LangChain’s Deep Agents is…

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…

An unsettling report from CNN and the Center for Countering Digital Hate (CCDH) was just published detailing a tendency among chatbots to be helpful toward users…