LLMs & Models Articles
Browse 579 articles about LLMs & Models.
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.
How to Set Up a Local AI Stack with Ollama, Open Web UI, and Continue in Under 2 Hours
Run your own AI stack locally with Ollama, Open Web UI, and Continue for VS Code. Full setup guide for privacy-first knowledge workers.
Mac Mini M4 Pro vs Mac Studio vs RTX 5090 vs DGX Spark: Which Local AI Hardware Is Right for Your Stack?
Four local AI hardware options, four different use cases. Here's how to choose between Mac mini M4 Pro, Mac Studio, RTX 5090, and Nvidia DGX Spark.
Nvidia's $26B Open-Source Bet Explained: Why They're the Only US Company That Wins Either Way
Nvidia profits whether open or closed models win — their competitors are their customers. Here's why that makes them the only safe US open-source play.
Nvidia's DGX Spark Puts 128GB of Unified Memory on Your Desk — Is It Finally the Personal AI Computer?
The DGX Spark matches cloud inference nodes with 128GB coherent unified memory on a desktop. Here's who should buy it and who should stick with Mac.
What Is the NVIDIA Neotron 3 Nano Omni? A Multimodal AI Model for Agents
NVIDIA's Neotron 3 Nano Omni combines text, image, video, and audio processing in one open model. Here's what it does and why it matters for AI agents.
Open Source AI and the US Business Model Problem: Why China Is Winning
US open-source AI lacks a sustainable business model while China subsidizes its models. Here's what's at stake and which companies might close the gap.
OpenAI Models Are Now on AWS Bedrock — Here's Exactly What's Available and What's Coming
GPT-5.4 is live on Bedrock now. GPT-5.5 and Codex are coming within weeks. Here's the full availability timeline and what it means for Bedrock users.