Category
Research & Science
Papers, benchmarks, datasets, and academic breakthroughs.
5 articles
DeepSeek V4 Open Weights Drop as Independent Benchmark Verification Begins
DeepSeek's full V4 open weights are now available under Apache 2.0. Early third-party testing confirms the trillion-parameter MoE model runs on dual RTX 4090s in INT8 — but independent benchmark results are still trickling in, and not all of DeepSeek's claims are holding up cleanly.
DeepSeek V4: China's Trillion-Parameter Open-Source Model Rewrites the AI Playbook
DeepSeek's V4 model packs one trillion parameters into an open-source package that rivals frontier proprietary systems — and it was trained for just $5.2 million on Huawei silicon.
Stable Diffusion 4 Sets New Standard for AI Image Generation
Stability AI's latest model achieves photorealistic quality with unprecedented control over composition, lighting, and fine details.
Inside the Black Box: How to Actually Visualize What AI Models Do
From simple neural networks to billion-parameter transformers, new visualizations are cracking open the 'black box' of AI. Here are the best ways to understand what's really happening inside.
The AI Scaling Wall: Are We Hitting the Limits of Making Models Bigger?
Someone predicted two years ago that simply making AI models bigger would stop working. The GPT-4 to GPT-5 gap suggests they were right. What comes next?