A Coding Implementation of a Comprehensive Enterprise AI Benchmarking Framework to Evaluate Rule-Based LLM, and Hybrid Agentic AI Systems Across Real-World Tasks

In this tutorial, we develop a comprehensive benchmarking framework to evaluate various types of agentic AI systems on real-world enterprise software tasks. We design a suite of diverse challenges, from data transformation and API integration to workflow automation and performance optimization, and assess how various agents, including rule-based, LLM-powered, and hybrid ones, perform across these…

Read More

Canva unveils its biggest upgrade yet

Canva has launched its new Creative Operating System, representing the company’s largest platform upgrade to date. Alongside it, Canva introduced the all-new Affinity design suite, now available for free to all users – marking a major leap toward unifying creative tools across professional and everyday workflows. With 260 million monthly active users, over $3.5 billion…

Read More

WhatsApp expands end-to-end encryption with Passkey-secured backups

WhatsApp has announced the rollout of passkey-encrypted backups, introducing an additional layer of privacy protection for users who back up their chat history to Google Drive or iCloud. This update strengthens the platform’s long-standing commitment to user privacy and builds on its existing end-to-end encryption system, which already protects chats, calls, and shared media. Millions…

Read More

Microsoft brings Ask Copilot and Shared Audio in latest Windows 11 Insider Preview Build 26220.7051

Microsoft has rolled out its latest Windows 11 Insider Preview Build 26220.7051 (KB5067115) to the Dev and Beta Channels, introducing two key features – Ask Copilot and Shared Audio. The update enhances AI interaction through the taskbar and expands multimedia sharing capabilities across devices. Ask Copilot on Taskbar The highlight of the new preview is…

Read More

DeepAgent: A Deep Reasoning AI Agent that Performs Autonomous Thinking, Tool Discovery, and Action Execution within a Single Reasoning Process

Most agent frameworks still run a predefined Reason, Act, Observe loop, so the agent can only use the tools that are injected in the prompt. This works for small tasks, but it fails when the toolset is large, when the task is long, and when the agent must change strategy in the middle of reasoning….

Read More