LLMs & Models Articles
Browse 572 articles about LLMs & Models.
AI Model Routing: How to Cut Costs 60% by Matching Tasks to the Right Model
Learn how to route AI tasks to the right model tier—frontier for planning, cheaper for execution—and cut your AI bill by up to 60%.
What Is Diffusion Language Modeling? How NVIDIA's Two-Tower Architecture Works
NVIDIA's Two-Tower diffusion LLM generates text in parallel blocks instead of token-by-token, achieving 2.4x speed gains with 98.7% quality retention.
What Is MiniCPM-5? The 1B On-Device AI Model Built for Agentic Tool Use
MiniCPM-5 is a 1B parameter model with 128K context, strong tool-use capabilities, and token efficiency that beats larger reasoning 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.
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.
What Is GPT-5.6? OpenAI's Soul, Terra, and Luna Model Tiers Explained
GPT-5.6 launches with three tiers: Soul (frontier), Terra (mid), and Luna (small). Learn how they compare to Claude Fable 5 on benchmarks and pricing.
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.
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.
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.
What Is GPT-5.6? OpenAI's Soul, Terra, and Luna Model Tiers Explained
GPT-5.6 comes in three tiers: Soul, Terra, and Luna. Learn what each model does, how they're priced, and who can access them right now.
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.
What Is Claude Sonnet 5? Anthropic's Cheaper Agentic Model Explained
Claude Sonnet 5 is Anthropic's new default model—faster and cheaper than Opus, but with a token efficiency problem in agents. Here's what you need to know.
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.
AI Model Selection Framework: How to Choose Between Daily Driver, Workhorse, and Specialist Models
Not every task needs a frontier model. Learn how to match GLM 5.2, Claude, and specialist tools to the right job to cut costs without losing quality.
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.
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.
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.
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.
What Is GPT-5.6? OpenAI's Three-Tier Model System (Soul, Terra, Luna) Explained
GPT-5.6 introduces three model tiers: Soul for frontier work, Terra for everyday tasks, and Luna for high-volume cheap inference. Here's what each does.
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.