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LLMs & Models Articles

Browse 420 articles about LLMs & Models.

What Is the Bitter Lesson of Building with LLMs? Why Simpler Prompts Win

As AI models get smarter, over-specified prompts hurt more than they help. Learn why the bitter lesson of LLM development is to simplify, not complexify.

Prompt Engineering LLMs & Models AI Concepts

What Is Google TurboQuant? The KV Cache Compression That Crashed Memory Chip Stocks

Google's TurboQuant algorithm compresses AI memory to 3 bits with zero accuracy loss, delivering 8x speed and 6x memory reduction on H100 GPUs.

Gemini AI Concepts LLMs & Models

Why GPT-5.4, Claude 4.6, and Gemini 3.1 All Scored 0% on ARC AGI 3

Frontier models scored 0% on ARC AGI 3 while humans score 100%. Here's what the gap reveals about reasoning vs. memorization in today's largest AI models.

LLMs & Models Comparisons AI Concepts

What Is Chroma Context-1? The Specialized RAG Model That Beats Frontier Models

Chroma Context-1 is a 20B parameter model trained specifically for retrieval tasks. It beats GPT-5.4 on search benchmarks at a fraction of the cost.

LLMs & Models Workflows AI Concepts

Claude Mythos: How Leaks and Early Benchmarks Surfaced a New Tier

Claude Mythos surfaced through API leaks and benchmark drops, not a press release. Here's how the model was discovered and what early scores actually show.

Claude LLMs & Models AI Concepts

Mistral's Open-Weight TTS Model Explained: A Voice Cloning Primer

Mistral released an open-weight TTS model with 3-second voice cloning. Here's how the model works, what open-weight means, and how it compares to ElevenLabs.

LLMs & Models AI Concepts Use Cases

ARC AGI 3 Adds Interactive Games — All Frontier Models Failed

ARC AGI 3 introduced an interactive video game benchmark that broke every frontier model. Here's how the format works and why fluid intelligence is still hard.

LLMs & Models Comparisons AI Concepts

Claude Mythos vs Claude Opus 4.6: How Big Is the Capability Jump?

Claude Mythos promises dramatically higher scores in coding, reasoning, and cybersecurity than Opus 4.6. Here's what the leaked blog post actually reveals.

Claude LLMs & Models Comparisons

What Is Claude Mythos? Anthropic's Leaked Next-Gen AI Model Explained

Claude Mythos is Anthropic's most powerful AI model yet, leaked via a CMS error. Learn what it can do, its cybersecurity risks, and when it might release.

Claude LLMs & Models AI Concepts

What Is Gemini 3.1 Flash Live? Google's Multimodal Voice AI for Screen Sharing

Gemini 3.1 Flash Live lets you have real-time voice conversations with AI while sharing your screen or webcam. Here's what it can do and why it's underrated.

Gemini LLMs & Models AI Concepts

What Is the OpenAI 'Spud' Model? Everything We Know About the Next Frontier Model

OpenAI's Spud model has finished training and is expected to accelerate the economy. Here's what we know about its capabilities, release timeline, and pricing.

GPT & OpenAI LLMs & Models AI Concepts

Run Mistral's TTS Locally: Cross-Lingual Voice Cloning

Mistral's open-weight TTS runs on your own hardware and preserves a speaker's accent across languages. Here's what local deployment looks like in practice.

LLMs & Models AI Concepts Use Cases

What Is ARC AGI 3? The Interactive AI Benchmark Humans Solve at 100%

ARC AGI 3 is the first interactive AGI benchmark where AI scores under 1% while humans hit 100%. Here's how it works and what it reveals about generalization.

AI Concepts Comparisons LLMs & Models

Claude Mythos and the Safety Review That Could Delay Its Release

Claude Mythos reportedly tripped Anthropic's safety reviews on cyberattack capability. Here's what that means for release timing and enterprise AI buyers.

Claude LLMs & Models AI Concepts

Why LLM Frameworks Like LangChain and LlamaIndex Are Being Replaced by Agent SDKs

LlamaIndex's founder admits the framework era is ending. Learn why agent SDKs, MCPs, and coding agents are replacing traditional RAG frameworks in 2026.

Workflows Automation AI Concepts

What Is the Auto Research Loop? How AI Models Now Train Themselves

From MiniMax M2.7 to OpenAI Codex, AI models are now helping build the next version of themselves. Here's how the auto research loop works and why it matters.

LLMs & Models AI Concepts Multi-Agent

What Is the Cursor Composer 2 Controversy? How Open-Source Attribution Works in AI

Cursor built Composer 2 on Kimi K2.5 without disclosure. Learn what happened, why it matters for open-source AI, and what the license actually requires.

AI Concepts LLMs & Models Comparisons

What Is Luma Uni1? The Autoregressive Thinking Image Model Explained

Uni1 is Luma's new thinking image model that reasons about composition before generating. Learn how it works and how it pairs with Luma's agent canvas.

Image Generation AI Concepts LLMs & Models

Claude Code Effort Levels Explained: When to Use Low, Medium, High, and Max

Claude Code's effort level setting controls how much reasoning the model applies. Learn when to use each level to balance quality and token cost.

Claude Optimization LLMs & Models

How to Optimize AI Agent Token Costs with Multi-Model Routing

Using the right model for each task—frontier for planning, smaller for sub-agents—can cut your AI token costs dramatically. Here's a practical routing strategy.

Multi-Agent LLMs & Models Optimization