Nvidia's Nemotron 3: The First Open-Source Model Worth Running Locally in 2026
Nvidia open-sources a 30B-parameter reasoning model that runs on consumer GPUs with a million-token context window. Here's what makes it different.
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#reasoning
Longer Isn't Smarter: Google Research Shows Token Count Predicts Failure, Not Success
New research from Google and UVA reveals that longer AI reasoning traces actually correlate with wrong answers. The fix: measure how deeply the model thinks, not how much it writes.
Gemini 3.1 Pro More Than Doubles Its ARC-AGI-2 Score
Google's Gemini 3.1 Pro scores 77.1% on ARC-AGI-2. API pricing starts at $2 per million input tokens for prompts up to 200,000 tokens.
Google's Gemini 3 Deep Think Solves 18 Unsolved Research Problems and Disproves a Decade-Old Conjecture
Google's upgraded reasoning model finds flaws in peer-reviewed papers, optimizes semiconductor fabrication, and outperforms every frontier model on scientific benchmarks.