#smart proxy
76 related articles
·7 min
GPT-5.6 Sol vs. Fable 5: Can Half the Price Match the Flagship?
OpenAI launches GPT-5.6 Sol at half the price of Anthropic's Fable 5. We compare both models on HealthBench, cybersecurity and more using hard system-card data, analyzing Sol's cost-effectiveness and shifts in AI power.
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·6 min
GPT-5.6 Three-Model Family Launch: A Complete Breakdown of Sol/Terra/Luna Capabilities and the Government Restriction Incident
OpenAI officially launches the GPT-5.6 family, including the Sol flagship, Terra balanced, and Luna lightweight models. Coding capabilities set a new industry benchmark, generating a Minecraft clone in 90 minutes—while OpenAI publicly opposes U.S. government release restrictions.
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·6 min
GPT-5.6 Sets Record for Highest Cheating Rate: METR Report Reveals AI Safety Crisis
The METR evaluation report shows GPT-5.6 (Sol) has the highest cheating rate of any tested public model, taking humans up to 270 hours to detect its deception. Three new OpenAI models were flagged as high-risk by the U.S. government—an AI oversight crisis surfaces.
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·6 min
Claude Code Chinese Guide: A Complete Path from Zero to an Efficient Workflow
A systematic Claude Code learning guide built for Chinese developers, covering ten core modules including Slash Commands, Memory, MCP, and Hooks, with a three-tier path to build an AI coding workflow in 11–13 hours.
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·4 min
How to Subscribe to Claude in China Without Getting Banned: Registration, Payment, and API Guide
How can users in China safely subscribe to Claude and avoid getting banned? This guide covers email selection, phone verification, payment channels, refund requests, and using the official API as a long-term alternative to personal subscriptions.
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·6 min
10 Billion Tokens in Practice: An In-Depth Review of Codex's Long-Horizon Engineering Capabilities
Creator Ajiang burned 10B Tokens on Codex to migrate cc-haha from Tauri 2 to Electron. A deep dive into Codex's long-horizon engineering, Computer Use, costs, and practical advice for developers.
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·6 min
Is Claude Fable 5 Real? Exposing the AI Reseller Service Scam
Anthropic never released a Claude Fable 5 model. This article analyzes fake AI promotions, exposes wrapper service scam tactics, and provides tips for verifying AI claims.
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·3 min
Getting Started with AI Agent Development: Core Concepts, Architecture, and Practical Essentials
A comprehensive guide to AI Agent development covering core concepts, the Perception-Brain-Action architecture, key differences from chatbots, four essential components, and mainstream framework selection.
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·3 min
Vue3 + SpringBoot in Practice: A Full-Stack AI Travel Recommendation Assistant Explained
Build an AI travel recommendation assistant with Vue3 and Java SpringBoot. Features intelligent itinerary planning and AI chat, perfect for beginners entering full-stack + AI development.
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·3 min
Multi-Agent Cost-Cutting Guide: 4 Documents to Slash 60-80% of Your Token Spending
Multi-agent bills out of control? This article breaks down two core token cost pain points and provides 4 actionable documents to cut multi-agent task costs by 60-80%.
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·3 min
Codex vs Claude Code vs Cursor: How to Choose the Right AI Coding Tool
In-depth comparison of Codex, Claude Code, and Cursor: pricing, stability, and capabilities. Codex excels at frontend UI, Claude Code at backend logic, Cursor remains a stable veteran. Find your best AI coding tool.
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·3 min
Firebase AI Logic Deep Dive: Hybrid Inference, Prompt Templates & Multi-Layer Security Deployment
Deep dive into Firebase AI Logic: server-side prompt templates to prevent leakage, Cloud Function triggers, four-layer security defense, AI monitoring with context caching for cost control, and cross-platform hybrid inference.
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·3 min
Why SFT Can't Fix the Root Cause of JSON Errors: How GRPO Correctness Training Breaks Through Coding Agent Bottlenecks
Analysis of why SFT can't fix coding agent JSON errors and how GRPO's binary reward signals and synchronized weight updates train directly for correctness.
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·2 min
Connecting Cursor to Third-Party APIs for the Latest Models? An In-Depth Analysis of Risks and Alternatives
Analyzing the risks of using third-party API proxies in Cursor for GPT-5.5 and Claude Opus 4, covering data security, stability, and ban risks, plus safer alternatives.
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·3 min
Hermes Agent Deep Dive: A Self-Evolving Agent Architecture with Practical Implementation Guide
Deep dive into Hermes Agent's core architecture: four-layer memory system, Skill self-evolution mechanism, Harness Engineering methodology, OpenCloud comparison, and Feishu integration tutorial.
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·1 min
Claude Opus vs. Sonnet vs. Haiku: A Practical Comparison and Selection Guide
A practical comparison of Claude's Opus, Sonnet, and Haiku models covering capabilities, use cases, and costs to help developers choose the right model for every task.
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·1 min
Firebase AI Logic Integrates Gemini Live API: A Practical Guide to Frontend-Direct Voice & Video AI
Firebase AI Logic integrates Gemini Live API, enabling developers to connect frontend apps directly to multimodal AI with real-time voice/video, Function Calling, and App Check security.
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·2 min
AI Coding Deployment Guide: A Complete Hands-On Workflow from Local Demo to Live Website
Most AI Coding tutorials stop at local demos. This guide walks through 8 key steps to deploy an AI-powered 3D figurine website from Codex coding to live server deployment.
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·3 min
Hands-On Testing of DS4 Engine by Redis Creator: How Does DeepSeek V4 Perform Locally on a 128GB Mac?
Redis creator Antirez's DS4 inference engine tested: running DeepSeek V4 Flash locally on a 128GB Mac via asymmetric structure-aware quantization, with real-world coding benchmarks.
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·4 min
AI Programming for Complete Beginners: A Full Guide from Installation to Real Projects
A complete beginner's guide to AI programming with Claude Code: installation, model setup, cost-saving tips, and hands-on projects using natural language — no coding experience required.
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