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A Code Implementation for Designing Intelligent Multi-Agent Workflows with the BeeAI Framework
ByRicardoBeeAI FrameworkIn this tutorial, we explore the power and flexibility of the beeai-framework by building a fully functional multi-agent system from the ground up. We walk through the essential components, custom agents, tools, memory management, and event monitoring, to show how BeeAI simplifies the development of intelligent, cooperative agents. Along the way, we demonstrate how…
Google AI Introduces Stax: A Practical AI Tool for Evaluating Large Language Models LLMs
ByRicardoEvaluating massive language fashions (LLMs) will not be simple. Not like conventional software program testing, LLMs are probabilistic techniques. This implies they’ll generate totally different responses to an identical prompts, which complicates testing for reproducibility and consistency. To deal with this problem, Google AI has released Stax, an experimental developer device that gives a structured…
How to Build an Agentic Deep Reinforcement Learning System with Curriculum Progression, Adaptive Exploration, and Meta-Level UCB Planning
ByRicardoIn this tutorial, we construct an superior agentic Deep Reinforcement Learning system that guides an agent to study not solely actions inside an surroundings but in addition how to select its personal coaching methods. We design a Dueling Double DQN learner, introduce a curriculum with rising problem, and combine a number of exploration modes that…
Meet Harness-1: A 20B Retrieval Subagent Trained With Reinforcement Learning Inside a Stateful Search Harness on gpt-oss-20b
ByRicardoMost search brokers are educated as insurance policies over a rising transcript. The mannequin decides search. It should additionally bear in mind what it noticed, which proof issues, and which claims it checked. A staff of researchers from University of Illinois Urbana-Champaign, UC Berkeley, and Chroma argues this asks an excessive amount of. Reinforcement studying…
Best Enterprise Level Agentic AI Platforms for 2026
ByRicardoIn 2026, enterprise agentic AI has moved from pilot budgets to manufacturing commitments. Salesforce is closing Agentforce deals at 29,000 since launch with $800M ARR. Microsoft Copilot Studio has 160,000 organizations running 400,000+ custom agents. ServiceNow has restructured its entire commercial model around autonomous AI tiers. The query is now not whether or not to…
Baidu Qianfan Team Releases Qianfan-OCR: A 4B-Parameter Unified Document Intelligence Model
ByRicardoThe Baidu Qianfan Team introduced Qianfan-OCR, a 4B-parameter end-to-end model designed to unify document parsing, layout analysis, and document understanding within a single vision-language architecture. Unlike traditional multi-stage OCR pipelines that chain separate modules for layout detection and text recognition, Qianfan-OCR performs direct image-to-Markdown conversion and supports prompt-driven tasks like table extraction and document question…
