LLMs & Models Articles
Browse 389 articles about LLMs & Models.
DeepSeek V4 vs Claude Opus 4.7: Which Model Is Right for Your AI Workflows?
Compare DeepSeek V4 and Claude Opus 4.7 on benchmarks, pricing, context length, and agentic use cases to find the best model for your stack.
Grok 5 and AGI: What xAI's Model Roadmap Means for AI Builders
xAI is training seven models simultaneously, scaling from 1T to 10T parameters. Here's what Elon Musk's Grok 5 AGI roadmap means for the AI landscape.
How to Use Ollama to Run AI Models Locally: A Beginner's Setup Guide
Ollama lets you run open-weight models like Gemma 4 and Llama locally on your own hardware. Here's how to get started with local AI inference in minutes.
Open-Weight AI Models Are Catching Up: What It Means for Enterprise Automation
Open-weight models like DeepSeek V4, Gemma 4, and Qwen are closing the gap with frontier models. Here's what that shift means for enterprise AI workflows.
What Is DeepSeek V4? Open-Weight AI at Frontier-Level Performance
DeepSeek V4 is an open-source model with a 1M token context window that rivals closed frontier models at a fraction of the cost. Here's what you need to know.
2026 AI Lab Power Rankings: 9-Category Scorecard Puts Google and OpenAI Tied — With One Big Surprise
Google and OpenAI tie at 74/100 on a 9-category framework. Anthropic leads enterprise at 14/15. Google scores only 3/10 on momentum. Full breakdown inside.
The 7-Model Local AI Portfolio: How to Route Tasks Across Local and Cloud Models for Maximum Performance
One model can't do everything. Here's the 7-model local portfolio — from fast local inference to frontier cloud fallback — and how to route between them.
Agent Harnesses Beat Model Upgrades: 5 Benchmarks That Prove the Harness Is Now the Product
GPT-5.5 jumped from 61.5% to 87.2% functionality just by switching harnesses. Here's what the data says about harness vs model choice.
How to Use AI Agents to Run LLM Benchmarks: A Custom Evaluation Framework
Instead of relying on public benchmarks, you can build custom AI evaluation systems using agents. Here's how one developer built a gravity-well benchmark.
AISI's Last Ones Benchmark: 5 Findings That Explain Why the White House Blocked Claude Mythos
Mythos completed a 32-step corporate network attack 3 out of 10 times. Here are the five AISI findings that triggered White House intervention.
We Asked Claude, ChatGPT, Grok, and Gemini to Rank AI Labs — Their Self-Serving Answers Reveal a Lot
Claude ranked Anthropic #2. ChatGPT ranked OpenAI #2. Grok and Gemini both picked Microsoft #2. Here's what each model's answer reveals about its training.
Claude Mythos Found a 27-Year-Old Vulnerability — Then the White House Stepped In: 4 Things You Need to Know
Mythos found a vulnerability that survived 27 years of human review. Now the White House is controlling who can access it. Here's the full story.
Cursor SDK vs Claude Code Harness: Which One Gets More Out of Your Model?
Opus 4.7 scores 91.1% in Cursor vs 87.2% in Claude Code's own harness. The harness gap is now bigger than the model gap.
DeepSeek V4 Launch: 4 Specs That Make It the Most Disruptive Open-Weight Model of 2026
Open-weight, 1M token context, $1.74/M tokens, near-frontier benchmarks. DeepSeek V4's four headline numbers and what they mean for enterprise AI.
DeepSeek V4 vs GPT-5.5 vs Claude Opus 4.7: Is 3x Cheaper Worth the Benchmark Trade-Off?
DeepSeek V4 costs $1.74/M tokens vs $5/M for GPT-5.5 and Opus 4.7. We break down where benchmark parity holds and where it doesn't.
Elon Musk Said 'Grok 5' When Asked About AGI — What xAI's Infrastructure Advantages Actually Support
Musk answered the AGI question with two words: 'Grok 5.' Here's what Tesla GPUs, X data, and Colossus 2 actually give xAI that others don't have.
Google's AGI Definition vs Musk's 'Grok 5' Claim: Why Parameter Count Alone Won't Get You There
Google's AGI paper requires broad cognitive profiles across 5 dimensions. Musk says 10T parameters = AGI. Here's why those two definitions don't match.
Google vs OpenAI vs Anthropic Momentum in 2026: Why the Leader on Paper Is Losing the Narrative Race
Google leads overall but scores 3/10 on momentum. OpenAI gets a perfect 10. Here's why coding dominance is reshaping who's winning the AI narrative war.
GPT-5.5 Solved a 12-Hour Reverse Engineering Challenge in 10 Minutes for $1.73
A task that takes a human security expert 12 hours cost GPT-5.5 $1.73 and 10 minutes. Here's what that means for offensive and defensive security.
Grok 5 vs GPT-5.5 vs Claude Opus 4.7: Can a 10 Trillion Parameter Model Actually Reach AGI?
Grok 5 at 10T parameters would be 20x larger than today's Grok. We compare xAI's scaling bet against GPT-5.5 and Opus 4.7 on the path to AGI.