BestHub
Sign in

All Articles

143663 articles · Page 467 of 7184
PaperAgent
PaperAgent
Apr 21, 2026 · Artificial Intelligence

How to Understand Agents: From Resource‑Constrained Decisions to Contextual Cognition

This survey clarifies the essence of AI agents as resource‑limited sequential decision‑making and contextual‑cognition systems, introduces a formal definition, outlines a five‑stage evolution of large models, presents a four‑loop architecture, and illustrates the concepts with the OpenClaw agent case study.

AI SurveyAgent ArchitectureContextual Cognition
0 likes · 11 min read
How to Understand Agents: From Resource‑Constrained Decisions to Contextual Cognition
PaperAgent
PaperAgent
Apr 21, 2026 · Artificial Intelligence

OpenMythos: Rebuilding Claude Mythos with Recursive Transformers and MoE

OpenMythos is an open‑source PyTorch reimplementation of Anthropic's Claude Mythos that uses a mixed‑expert routed recurrent Transformer, introduces Recursive Depth Transformers, Multi‑Latent Attention, and several stability mechanisms, and demonstrates parameter‑efficient scaling backed by empirical studies.

AI architectureClaude MythosMoE
0 likes · 6 min read
OpenMythos: Rebuilding Claude Mythos with Recursive Transformers and MoE
Machine Heart
Machine Heart
Apr 21, 2026 · Artificial Intelligence

Unveiling Large-Model Steering: From Core Mechanisms to Systematic Evaluation

This article surveys recent ACL 2026 papers that explain why steering works, propose the SPLIT method to extend controllable ranges, and introduce the SteerEval framework for multi‑domain, multi‑granularity evaluation of large‑model behavior control, highlighting practical tools like EasyEdit2.

AI safetyActivation ManifoldModel Control
0 likes · 13 min read
Unveiling Large-Model Steering: From Core Mechanisms to Systematic Evaluation
Machine Heart
Machine Heart
Apr 21, 2026 · Artificial Intelligence

Kimi K2.6 Unveils 300‑Agent Swarm, Ending the Single‑Agent Era

The newly released Kimi K2.6 model expands the Agent Swarm to coordinate up to 300 agents, delivers significant gains in coding speed, long‑context understanding, and benchmark performance that surpasses GPT‑5.4, Claude Opus and Gemini, while showcasing end‑to‑end front‑end generation demos.

AI BenchmarkAgent SwarmKimi K2.6
0 likes · 9 min read
Kimi K2.6 Unveils 300‑Agent Swarm, Ending the Single‑Agent Era
AI Programming Lab
AI Programming Lab
Apr 21, 2026 · Artificial Intelligence

Mastering Claude Code’s 1M Context: Anthropic’s Five Essential Management Strategies

The article breaks down Anthropic’s official guidance on handling Claude Code’s expanded 1‑million‑token context window, explaining the concept of context rot and detailing five concrete actions—Continue, Rewind, Clear, Compact, and Subagents—along with when and how to apply each to keep the model focused and cost‑effective.

AI coding assistantAnthropicClaude Code
0 likes · 11 min read
Mastering Claude Code’s 1M Context: Anthropic’s Five Essential Management Strategies
Su San Talks Tech
Su San Talks Tech
Apr 21, 2026 · Fundamentals

Boost Your Productivity: Essential IntelliJ IDEA Settings & Shortcuts

This guide walks through the most useful IntelliJ IDEA configurations, practical usage tips, and a comprehensive shortcut reference, showing exactly where to change themes, fonts, file encodings, code templates, and key mappings so developers can work faster and more efficiently.

IDE settingsIntelliJ IDEAJava development
0 likes · 9 min read
Boost Your Productivity: Essential IntelliJ IDEA Settings & Shortcuts
Java Architect Handbook
Java Architect Handbook
Apr 21, 2026 · Information Security

How to Secure Spring Boot APIs with RSA Encryption: A Step‑by‑Step Guide

This article explains RSA encryption fundamentals, illustrates two practical scenarios, and walks through creating a Spring Boot project, adding Maven dependencies, configuring RSA keys, annotating controllers for automatic encryption/decryption, testing the endpoints, and handling client‑side encryption with JavaScript, while highlighting common pitfalls.

API SecurityRSAbackend
0 likes · 13 min read
How to Secure Spring Boot APIs with RSA Encryption: A Step‑by‑Step Guide
AI Large-Model Wave and Transformation Guide
AI Large-Model Wave and Transformation Guide
Apr 21, 2026 · Artificial Intelligence

Why Ontology Engineering Is the Secret Sauce Behind Scalable AI Agents

The article analyzes how Palantir's ontology engineering unifies semantic and operational layers to provide unified business views, executable actions, governance, and evolution capabilities that empower AI agents with reliable context, closed‑loop control, scenario simulation, and easier deployment across enterprise environments.

AI agentsOntologyPalantir
0 likes · 25 min read
Why Ontology Engineering Is the Secret Sauce Behind Scalable AI Agents
Woodpecker Software Testing
Woodpecker Software Testing
Apr 21, 2026 · Industry Insights

Test Data Generation: Three High‑Value Real‑World Cases That Boost Test Depth and Coverage

The article examines why test data is a critical yet often overlooked component of software quality, and presents three detailed enterprise case studies—e‑commerce load testing, medical AI imaging, and cross‑border payment compliance—showing how rule‑based, AI‑driven, and regulation‑as‑code approaches can produce reusable, auditable, and evolving test data sets that improve coverage, defect detection, and regulatory readiness.

Rule Enginecompliance as codequality engineering
0 likes · 7 min read
Test Data Generation: Three High‑Value Real‑World Cases That Boost Test Depth and Coverage
DevOps in Software Development
DevOps in Software Development
Apr 21, 2026 · Industry Insights

Can Chinese Tokens Power a Self‑Sufficient AI Ecosystem?

The article argues that China’s AI future depends on a three‑part formula—Chinese models, Chinese GPUs, and Chinese green power—to build an open, distributed infrastructure that reduces reliance on Western super‑brain clouds and creates a sustainable, cost‑effective AI supply chain.

AI ecosystemAI infrastructureChinese Tokens
0 likes · 9 min read
Can Chinese Tokens Power a Self‑Sufficient AI Ecosystem?
Old Zhang's AI Learning
Old Zhang's AI Learning
Apr 21, 2026 · Artificial Intelligence

GitHub Copilot Pro+ Changes Reveal Aggressive Pricing Tactics

The article analyzes GitHub's recent Copilot Pro+ policy shift—pausing new registrations, tightening usage caps, and dropping Opus 4.6 for a less capable 4.7 model—highlighting how timing, reduced model quality, and steep consumption multipliers sparked user outrage.

AI coding assistantClaude OpusGitHub Copilot
0 likes · 5 min read
GitHub Copilot Pro+ Changes Reveal Aggressive Pricing Tactics
DataFunTalk
DataFunTalk
Apr 21, 2026 · Artificial Intelligence

Will Multimodal GraphRAG Revolutionize Document Intelligence? A Technical Deep Dive

This article provides a comprehensive technical analysis of multimodal GraphRAG, detailing document intelligent parsing pipelines, multimodal graph construction, retrieval generation, and the role of knowledge graphs in enhancing chunk relationships, while comparing traditional RAG, GraphRAG, and KG‑QA approaches.

AIDocument ParsingKnowledge Graph
0 likes · 26 min read
Will Multimodal GraphRAG Revolutionize Document Intelligence? A Technical Deep Dive
DataFunTalk
DataFunTalk
Apr 21, 2026 · Industry Insights

How AI Agents Are Redefining Data Governance: 5 Key Shifts and 3 Strategic Solutions

In the AI era, data consumption moves from a few technical users to all business staff, forcing a fundamental redesign of data governance across five dimensions—resource consumption, frequency, semantics, knowledge base, and modality—and proposing three actionable strategies to make data semantically rich, fully multimodal, and AI‑consumable.

AIEnterprise AnalyticsMultimodal Data
0 likes · 18 min read
How AI Agents Are Redefining Data Governance: 5 Key Shifts and 3 Strategic Solutions
DataFunTalk
DataFunTalk
Apr 21, 2026 · Industry Insights

How a Chinese Bank Used AI Large Models to Revolutionize Data Development

Facing siloed, tool‑fragmented, and low‑quality data pipelines, China Everbright Bank built an AI‑driven, end‑to‑end data integration platform that unifies heterogeneous databases, automates workflow checkpoints, and adds intelligent code quality checks, delivering faster, higher‑quality data services for the financial sector.

AIData DevelopmentFinancial Industry
0 likes · 8 min read
How a Chinese Bank Used AI Large Models to Revolutionize Data Development
21CTO
21CTO
Apr 21, 2026 · Industry Insights

How a Graduate Student Uncovered and Fixed a 20‑Year‑Old E16 Window‑Manager Bug

A graduate student named Kamila, while preparing LaTeX slides on a Linux desktop, repeatedly crashed the Enlightenment E16 window manager, traced the freeze to an unbounded title‑truncation loop that had lingered since 2006, and ultimately patched the bug, highlighting the enduring value of open‑source vigilance.

E16EnlightenmentLinux
0 likes · 6 min read
How a Graduate Student Uncovered and Fixed a 20‑Year‑Old E16 Window‑Manager Bug
21CTO
21CTO
Apr 21, 2026 · Industry Insights

What John Ternus' Rise Means for Apple’s Tech Future

Tim Cook announced his resignation on April 21, 2026, naming senior hardware VP John Ternus as his successor, and the article analyzes Ternus' engineering background, his AI‑centric vision, robotics ambitions, and how Apple’s leadership shift could reshape product strategy and market positioning.

AIAppleHardware
0 likes · 5 min read
What John Ternus' Rise Means for Apple’s Tech Future
Yunqi AI+
Yunqi AI+
Apr 21, 2026 · Artificial Intelligence

What We Learned Building Production‑Grade AI Agents: A Retrospective

The article reviews a year of production‑grade AI agent deployments, revealing that engineering challenges—data handling, rule governance, workflow integration, context quality, and clear boundaries—are far more critical than model performance for successful real‑world adoption.

AI agentsProduction EngineeringPrompt engineering
0 likes · 9 min read
What We Learned Building Production‑Grade AI Agents: A Retrospective
AI Cyberspace
AI Cyberspace
Apr 21, 2026 · Information Security

OpenClaw Cloud Host Security: Default Configuration Blueprint and Hardening Guide

This article presents a step‑by‑step security analysis and hardening guide for the OpenClaw cloud host, covering threat modeling, network exposure, mDNS broadcast, remote‑access options (SSH tunnel, Tailscale), sandbox isolation, tool permission layers, credential handling, prompt‑injection defenses, skills supply‑chain checks, approval workflows, logging redaction, and observability via OpenTelemetry, all illustrated with concrete configuration snippets and real‑world test commands.

Cloud securityConfigurationOpenClaw
0 likes · 55 min read
OpenClaw Cloud Host Security: Default Configuration Blueprint and Hardening Guide