Tech news & AI articles - LinkWord
A Beginner's Guide: Step-by-Step Installation of Hermes Agent
Hermes Agent is a powerful AI assistant framework that supports multiple models and cross-platform integration, enabling your team to interact with AI through instant messaging tools like Telegram and Discord. This article is written for general users, omitting technical details, and helps you complete installation, configuration, and first-time use in the simplest way possible.
4/15/2026
38 views
Benchmarking China's GLM-5.1: How Its Code Capabilities Surpass GPT-5.4 and Claude Opus 4.6, and Where It Stands Among Global Leaders
In April 2026, Zhipu AI's new flagship model, GLM-5.1, achieved a significant breakthrough in programming capability benchmarks. Scoring 58.4% on the SWE-Bench Pro leaderboard, it surpassed GPT-5.4 (57.7%) and Claude Opus 4.6 (57.3%), establishing itself as the leading open-source model for code generation. This article provides a systematic comparative analysis of these three top-tier large language models across multiple dimensions—including benchmark performance, agent capabilities, parameter scale, and application scenarios—to reveal the true positioning and technical strength of China's AI models in the global competitive landscape.
4/14/2026
63 views
MixMax-2.7 Open Source Project In-depth Analysis: A Comprehensive Comparison with GPT-5.4 and GLM-5
In 2026, the open-source wave of large models reached a critical juncture. MiniMax's open-source M2.7 (often mistakenly referred to as MixMax-2.7) redefined the AI development paradigm with its "self-evolving" agents; OpenAI's GPT-5.4 integrated native computer operation capabilities for the first time, pushing AI into professional work scenarios; while Zhipu's GLM-5 topped the open-source charts with its "agent engineering" philosophy. This article provides an in-depth analysis of these three landmark models from multiple dimensions—technical architecture, core capabilities, open-source ecosystem, and application scenarios—offering crucial reference for developers and enterprises in selecting their AI foundation.
4/14/2026
21 views
Hermes Agent vs OpenClaw: How Self-Evolving Intelligent Agents Challenge the Open-Source King
In 2025, the open-source AI Agent field witnessed a heavyweight showdown: Hermes Agent, launched by Nous Research, mounted a formidable challenge against OpenClaw, which boasts a vast ecosystem, with its core philosophy of "self-evolution." Hermes Agent emphasizes learning loops, persistent memory, and automated skill generation, aiming to become a long-term digital assistant that understands users better over time. In contrast, OpenClaw excels with its mature skill ecosystem, complete localization, and high controllability. This article will delve into the core features of Hermes Agent and provide a comprehensive comparison between the two from multiple dimensions, including design philosophy, functional matrix, deployment methods, security mechanisms, and applicable scenarios, offering a clear selection guide for developers and technical decision-makers.
4/12/2026
34 views
What is Accio Work? Which manual positions can it replace? Understand the true capability boundaries of Alibaba International's AI Agent in one article
Accio Work is an enterprise-level AI Agent platform launched by Alibaba International for global merchants. Its core positioning is not as a single chatbot, but as a "digital employee team" capable of executing tasks. It covers multiple stages including product selection, market analysis, website building, product listing, marketing promotion, supply chain collaboration, customer service, compliance, and financial processing. It is particularly suitable for cross-border e-commerce and small to medium-sized enterprises seeking business automation. From the perspective of "human replacement," Accio Work is most suitable for replacing jobs that are **highly repetitive, process-standardized, rule-based, and require 7×24 operation**. However, in scenarios involving complex negotiations, brand decision-making, customer relationship maintenance, and high-risk judgment, human involvement remains indispensable. More accurately, Accio Work does not simply "replace humans." Instead, it first replaces the **basic execution layer** in many positions, thereby pushing the human role towards **decision-making, aesthetics, trust-building, and exception handling**.
4/11/2026
46 views
🚀 Bridging the Gap: The Legacy of Happy Horse, Seedance, and Sora—Reshaping the Landscape of AI Video Generation and a Practical Guide
As artificial intelligence video generation technology enters an explosive growth period, the market landscape underwent a dramatic shift in March 2026. Based on the latest industry developments, this article provides an in-depth comparison of the phenomenal model **Happy Horse 1.0** (Alibaba ATH's innovative model, representing a new peak of theoretical potential) and the stably deployed **Seedance 2.0** (representing current industrial-grade usability), while also analyzing the legacy and lessons left by the announced shutdown of **Sora**. The research finds that in terms of performance data, Happy Horse demonstrates a crushing theoretical advantage; however, from an engineering practice perspective, Seedance, with its ease of use and immediate availability of "director-level control," is currently the best choice for commercial implementation. The exit of Sora, meanwhile, signals that a model solely focused on "showcasing technical prowess" without a clear commercialization path is unsustainable.
4/11/2026
22 views
Website Recommendation Fourth Edition | CanIRun.ai: Instantly Check Which AI Models Your Computer Can Run
Running AI models locally is becoming increasingly popular, but "Can my computer actually run it?" remains the biggest confusion for beginners. CanIRun.ai automatically detects your GPU, CPU, and memory through browser APIs, and combined with a rich database of open-source models, instantly tells you which models can run, how fast they'll run, and which quantization level is most suitable. This article provides a comprehensive introduction to this free, privacy-safe, and installation-free practical tool.
4/10/2026
65 views
SemWhale In-Depth Review: AI-Powered SEO Long-Form Generation, Content Calendar Scheduling, and One-Click Distribution to WordPress/Shopify
SemWhale is an AI SEO tool for standalone websites and content teams that combines long-form content generation, keyword database management, a content calendar, and multi-platform distribution to deliver a complete end-to-end workflow from ideation to publication. This article provides an in-depth analysis of its core features, workflows, and pricing strategy.
4/9/2026
33 views
GLM-5.1: A New Paradigm for Long-Context Tasks in Open-Source AI, Delivering 94.6% of Claude Opus Capability at Just 20% of the Cost
GLM-5.1 is a new generation of open-source large models released by Zhipu AI, with its core breakthrough lying in achieving a paradigm shift from "ambient programming" to "long-range tasks." It signifies a shift in the measurement standard of model capabilities, moving from "how smart it is" to "how long it can work effectively."
4/9/2026
73 views
Claude Mythos: The 'Forbidden' Work in AI Security and a Comprehensive Comparison with Mainstream Models
On April 7, 2026, Anthropic officially released its most powerful AI model to date—Claude Mythos Preview. Described internally as a "generational shift," the model delivers breakthrough advances across multiple areas including code repair, cybersecurity, and reasoning. Because of its potent vulnerability-discovery capabilities and the attendant security risks, Anthropic adopted an unprecedentedly cautious approach: the model is not publicly accessible and is available only via the Project Glasswing cybersecurity initiative with limited access granted to more than 40 tech giants. This article offers a comprehensive comparison of Claude Mythos against mainstream models such as GPT-5.4 and Gemini 3.1 Pro across technical capability, safety features, and market positioning, and analyzes how this powerful-yet-dangerous AI could reshape the industry's competitive landscape.
4/8/2026
24 views
Sora's Quiet Exit — Can Seedance 2.0 Carry the Torch for AI Video Generation?
On March 25, 2026, OpenAI abruptly announced the full shutdown of its AI video-generation project Sora — a decision that shocked the tech world and marked a new competitive phase in the AI video-generation space. At the same time, ByteDance's Seedance 2.0 (Ji Meng AI) is rapidly filling the void, leveraging localization, cost efficiency, and multimodal capabilities to become a strong contender after Sora's departure. This article explores the deeper reasons behind Sora's closure, analyzes Seedance's technical advantages, and looks ahead to the future landscape of AI video generation.
4/8/2026
26 views
ChatGPT Update: GPT-6 Nears Launch as Market Share Shrinks and AI Assistant Faces Multiple Challenges
In April 2026, the ChatGPT ecosystem is undergoing a major transformation: GPT-5.4 has been fully deployed and GPT-6 is on the verge of release, yet OpenAI is confronting multiple headwinds — slipping market share, management turmoil, and barriers to commercialization. From a record $122 billion in funding to CarPlay vehicle integration, and from slow progress on an app store to a retrenchment of e-commerce strategy, ChatGPT is navigating a critical transition from technological leadership toward sustainable commercial monetization.
4/8/2026
65 views