Models by GoogleDeepMind scale better on cost than their rivals.

Gemini 4 Carbon is the prime example. As tasks get more demanding, every rival gets more expensive relative to Carbon. For a typical task, GPT-6 Astra by OpenAI costs 3.4× as much, Claude Opus 5.5 by

Arena.aiNov 4126

Agent Arena measures complex, real-world tasks.

Data shows that these long-horizon sessions amplify differences in frontier models. Long-horizon tasks in Agent Arena span hundreds of turns, from porting a codebase to Rust and auditing an investment strategy document to writing a

Arena.aiNov 429

This guy analyzed 1 million ChatGPT responses

Here's exactly what to do to attract customers with ChatGPT, step by step: jacky_gng runs Linksgarden, a netlinking platform that has been doing R&D on GEO for 2 years Since March, he has turned over 1 million

Paul VengeonsNov 43

Hugging Face just put the world’s top robot AI models on 100+ real robots.

Even after 100 training demos, not one model finished a single task on Unitree’s G1 humanoid. Before, every lab tested robots its own way. 10 labs gave 10 different answers. RoboColosseum now tests

AUTONOMOUSNov 46