#Smart Model Router
104 related articles
·5 min
GPT-5.6 Three-Model Breakdown: Sol/Terra/Luna Pricing and the Regulatory Dilemma
In-depth analysis of OpenAI's GPT-5.6: Sol, Terra, Luna pricing, Cerebras inference advantages, and how OpenAI and Anthropic navigate government regulation amid US-China AI competition.
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·2 min
AI Agents for SGLang Kernel Optimization: Real-World Performance Gains and Engineering Methodology
SGLang's team converted expert knowledge into agent skills, achieving 71.4% throughput gains, TTFT reduced from 456ms to 168ms. A deep dive into agent-assisted kernel optimization methodology.
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·5 min
A €35 IKEA Coffee Table Hides an Entire Home Server: Where Aesthetics Meets Function
A Reddit user hid a NAS, hard drive array, and modem inside a €35 IKEA Gillersberg coffee table, winning his partner's approval. Here's how this high-WAF home server solution works.
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·2 min
Claude Sonnet 4 Returns to Cursor: Tops CursorBench, But at the Highest Cost Per Task
Claude Sonnet 4 returns to Cursor, topping CursorBench while carrying the highest cost per task. A deep dive into performance vs. cost trade-offs for AI coding tools.
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·5 min
Advanced Vibe Coding: How SuperPowers and GStack Make AI Coding Truly Converge
In the age of AI-assisted programming, how do you make tools like Codex and Claude Code output more stably? This article deeply analyzes SuperPowers and GStack, covering project-level orchestration and module-level code layering to help developers master AI coding.
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·6 min
Unsloth Major Update: DeepSeek-V4 Support and a Deep Dive into NVFP4 Quantized Export
Unsloth v0.1.481-beta adds full DeepSeek-V4-Flash support, NVFP4/FP8/imatrix GGUF quantized export, 1.3x faster GRPO, 3-5x faster MoE training, and an OpenAI-compatible API service in Studio.
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·6 min
Xiaomi XiaoAI 10.1-inch Smart Control Panel: Is the AI LLM Integration Worth It?
Xiaomi XiaoAI 10.1-inch Smart Control Panel features AI LLM Q&A, WeChat calling, and whole-home Mi IoT control. Priced at 839 yuan, ~679 yuan after national subsidy. An in-depth review of AI capabilities, screen experience, and smart home integration.
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·5 min
Embedded Linux vs. AI Agent Development: A Comprehensive Comparison of Salary, Job Availability, and Career Stability
Embedded Linux or AI Agent development? This in-depth comparison covers salary, job availability, and career stability to help developers pick the right path.
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·7 min
Fable AI Coding in Practice: Optimizing Reasoning Levels and Multi-Model Collaboration to Cut Costs
How developer Theo used Anthropic's Fable model to rebuild his AI coding workflow — controlling reasoning levels, multi-model routing with Codex, and sub-agent orchestration to cut costs from thousands to $150.
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·7 min
Fable AI Coding in Practice: Optimizing Reasoning Levels and Multi-Model Collaboration to Save Money
Hands-on guide: Use Anthropic's Fable model to optimize AI coding workflows — control reasoning levels, leverage Claude-Codex multi-model collaboration, and cut costs from thousands to $150.
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·7 min
Hidden Authentication Backdoor Exposed in Tenda Router Firmware: Multiple Versions Affected, Users Beware
Researchers found a hidden authentication backdoor in multiple Tenda router firmware versions, letting attackers bypass passwords to gain admin access. Learn the technical principles, impact, and protection tips.
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·6 min
Verification Loops Quadruple DeepSeek's Intelligence at One-Seventh the Cost of Claude Opus
By introducing an engineered verification loop reasoning framework, DeepSeek's effective pass rate on complex tasks can improve ~4x, matching Claude Opus at one-seventh the cost. A deep dive into verification loops, test-time compute scaling, and their practical implications.
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·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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·7 min
GPT-5.6 Hands-On: A Complete Breakdown of the Three New Models — Soul, Terra, and Luna
OpenAI unveils the GPT-5.6 family — Soul, Terra, and Luna. Flagship Soul offers a 500K-token context and built a Pokémon RPG in 31 minutes. Plus Fable 5, GLM 5.5, and Grok 4.5 updates.
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·6 min
GPT-5.6 Hits 91.9% on Coding Benchmark: A Guide to Choosing Among Three Tiers and Avoiding Ultra Mode Pitfalls
GPT-5.6 launches Soul/Terra/Luna, with flagship Soul scoring 91.9% on Terminal Bench 2.1. This article breaks down the Ultra vs Max reasoning modes, three-tier pricing, and four hidden pitfalls to guide your technical selection.
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·2 min
Zhipu GLM-5.2 Launches: 1M Token Context + MIT Open Source, Perfectly Timed Against Claude Restrictions
Zhipu AI launches GLM-5.2 with a 1M token context window and MIT open-source license, timed to coincide with U.S. restrictions on Anthropic's Claude models.
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·3 min
RuView: Camera-Free Spatial Awareness and Vital Sign Monitoring Using Ordinary WiFi Signals
RuView is a Rust-based open-source project that uses commercial WiFi CSI signals for real-time spatial awareness, presence detection, and vital sign monitoring — no cameras needed. 76,500+ GitHub stars.
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·3 min
DeepSeek vs Claude Hands-On Comparison: Is the 80x API Price Gap Actually Worth It?
Hands-on comparison of DeepSeek vs Claude across copywriting and business analysis, analyzing the 80x API price gap, data privacy concerns, and self-hosting options.
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·3 min
AI Skills System: A Practical Guide to On-Demand Capability Loading for Agents
Deep dive into the AI Skills system architecture and execution flow, covering Skill.md dual-layer design, skill scanning and matching, on-demand loading, and practical integration methods.
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·2 min
MiniMax Model Real-World Test: The Ultimate Cost-Effective Choice for Ultra-Long Research Tasks
Developer tests MiniMax model running 16 hours on research tasks at a fraction of GPT-4o and Claude costs. Analysis of cost advantages, use cases, and multi-model strategies.
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