LLM Consensus Matches or Outperforms the Best AI Models in Expert Evaluation Without Performance Degradation

Claude Opus 4.6 and Gemini 3.1 Pro across 100 expert-level questions infinance, law, medicine and technology, with no ...

Why The Smartest Use Of AI Is Scaling Expertise

Used well, AI can help close that gap. It can turn repeatable expert reasoning into guidance that appears at the moment it is ...
The Hechinger Report on MSN

The quest to build a better AI tutor

It’s easy to get swept up in the hype about artificial intelligence tutors. But the evidence so far suggests caution. Some studies have found that chatbot tutors can backfire because students lean on ...

Karpathy shares 'LLM Knowledge Base' architecture that bypasses RAG with an evolving markdown library maintained by AI

Karpathy proposes something simpler and more loosely, messily elegant than the typical enterprise solution of a vector ...
Virtualization Review

Running AI Natively on Windows 11 Using an eGPU

Tom Fenton reports running Ollama on a Windows 11 laptop with an older eGPU (NVIDIA Quadro P2200) connected via Thunderbolt dramatically outperforms both CPU-only native Windows and VM-based ...
PC Magazine

Gaming System Comparisons

The $899.99 PlayStation 5 Pro costs significantly more than the base PS5—but does the enhanced ray tracing, upscaling, and frame rates make it the best value? I break down the big differences between ...