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LLMs & Models Articles

Browse 579 articles about LLMs & Models.

AI Model Routing: When to Use Frontier Models vs Cheap Models in Your Agent Stack

Frontier models excel at imagining new tasks; cheap models execute known ones. Learn how to route intelligently and where each model tier creates real value.

LLMs & ModelsWorkflowsOptimization

Claude Sonnet 5 vs Opus 4.8: Which Model Is Right for Your AI Workflows?

Claude Sonnet 5 is cheaper but can cost more than Opus in agentic workflows. Learn when to use each model and how to choose based on your use case.

ClaudeLLMs & ModelsComparisons

AI Model Export Controls Explained: What the Claude Fable 5 Shutdown Means for Your Stack

The US government shut down Claude Fable 5 days after launch. Learn what AI export controls are, why they happen, and how to build workflows that survive them.

LLMs & ModelsEnterprise AIAI Concepts

Claude Sonnet 5 vs Opus 4.8 for AI Workflows: Which Model Should You Actually Use?

Claude Sonnet 5 is cheaper but can cost more than Opus in agents. Learn when to use each model and how to pick the right one for your workflows.

ClaudeLLMs & ModelsComparisons

How to Prompt Claude Fable 5 for Maximum Output Quality: 6 Rules That Actually Work

Claude Fable 5 works best with short prompts, open-ended goals, and rich context. Learn 6 prompting rules from real usage to get the most out of the model.

ClaudePrompt EngineeringLLMs & Models

What Is GPT-5.6? OpenAI's Sol, Terra, and Luna Model Tiers Explained

GPT-5.6 comes in three tiers: Sol, Terra, and Luna. Learn what each model does, how they're priced, and who can access them right now.

GPT & OpenAILLMs & ModelsAI Concepts

AI Model Pricing Explained: Why Claude Sonnet 5 Can Cost More Than Opus in Agents

Claude Sonnet 5 is cheaper per token but uses more tokens in agentic workflows. Learn how to calculate real AI model costs for your use case.

ClaudeLLMs & ModelsAI Concepts

AI Model Export Controls Explained: What Government Review Means for Your Agent Stack

The Claude Fable 5 and GPT-5.6 government reviews signal a new era of AI export controls. Here's what it means for builders and how to stay resilient.

Enterprise AIAI ConceptsSecurity & Compliance

How to Use GLM 5.2 in Agent Harnesses: Cursor, OpenCode, and Claude Code

GLM 5.2 integrates with Cursor, OpenCode, and Claude Code for agentic coding tasks at roughly one-fifth the cost of frontier models.

LLMs & ModelsWorkflowsMulti-Agent

LongChat 2.0: The 1.6 Trillion Parameter Model Trained Without Nvidia GPUs

Meituan's LongChat 2.0 is a 1.6T parameter open-weight model trained on custom AI chips—no Nvidia GPUs required. Here's how they did it and why it matters.

LLMs & ModelsAI ConceptsEnterprise AI

Open-Weight vs Closed AI Models: Why GLM 5.2 Changes the Cost Equation for Agents

Open-weight models like GLM 5.2 are closing the gap with frontier AI. Here's what that means for your agent stack and token budget.

LLMs & ModelsAI ConceptsEnterprise AI

What Is GLM 5.2? The Open-Weight Model With 1M Token Context for Agentic Workflows

GLM 5.2 is ZAI's flagship open-weight model with 1M token context, MCP support, and frontier-level coding at a fraction of the cost.

LLMs & ModelsMulti-AgentAI Concepts

AI Model Selection Framework: Daily Driver vs Workhorse vs Specialist Models

Stop picking models by hype. Use this framework to match frontier models, open-weight workhorses, and specialist tools to the right tasks in your stack.

LLMs & ModelsComparisonsAI Concepts

How to Use GLM 5.2 for Agentic Workflows: Agent Harness, Chrome Extensions, and Game Clones

GLM 5.2 excels at coding agents, Chrome extensions, and long-context tasks at a fraction of frontier model costs. Here's how to use it effectively.

LLMs & ModelsWorkflowsAutomation

Open-Weight AI Models vs Closed Frontier Models: How to Choose for Your Agent Stack

GLM 5.2, Qwen, and DeepSeek are catching up to Claude and GPT. Learn when open-weight models win and when frontier models are worth the cost.

LLMs & ModelsComparisonsAI Concepts

Claude Sonnet 5 Token Efficiency Problem: Why It Can Cost More Than Opus 4.8

Claude Sonnet 5 uses 30% more tokens than previous models. Learn why this happens and how to manage costs in agentic AI workflows.

ClaudeLLMs & ModelsOptimization

Claude Sonnet 5 vs Opus 4.8: Which Model Should You Use for Agentic Work?

Claude Sonnet 5 is cheaper but uses more tokens than Opus 4.8. Here's how to choose the right model for your agentic workflows and budget.

ClaudeLLMs & ModelsComparisons

What Is Claude Sonnet 5? Anthropic's Most Agentic Sonnet Model Explained

Claude Sonnet 5 is Anthropic's most agentic Sonnet yet. Learn how it compares to Opus 4.8, its pricing, and when to use it in your AI workflows.

ClaudeLLMs & ModelsAI Concepts

What Is GPT-5.6? OpenAI's Three-Model Tier System Explained

GPT-5.6 comes in three tiers: Sol, Terra, and Luna. Learn what each model is designed for, how they're priced, and who gets access first.

GPT & OpenAILLMs & ModelsAI Concepts

What Is Seed Audio 1.0? ByteDance's Audio Scene Generator for AI Workflows

Seed Audio 1.0 generates full audio scenes with dialogue, ambient sound, and effects. Learn how it works and how to use it in AI video workflows.

LLMs & ModelsVideo GenerationAI Concepts