Xiaomi’s MiMo v2.5 hits 1000 TPS on a trillion-parameter model using commodity GPUs. Here’s the deep dive on the FP4 quantization, DFlash speculative decoding, and TileRT systems alchemy that made it possible.
China approved NEO, the world’s first invasive brain-computer chip for use outside clinical trials. It’s less invasive than Neuralink, already on insurance, and a paralyzed patient used it to write again.
Google DeepMind’s Gemma 4 12B brings video, audio, and text processing to standard laptops with 16GB RAM. No cloud, no subscription, just pure local intelligence.
A deep technical breakdown of how Linear achieves sub-10ms UI updates by inverting the traditional client-server architecture, and why this approach is both brilliant and controversial.
Why your ORM is hiding production-killing N+1 queries and the seven other patterns that only show up under load. Plus, the one habit that catches them before you ship.
Your company wants you to migrate from Postgres and Jupyter to Databricks for 100k-row datasets. Here’s why that might be a costly mistake and how to decide if it’s really worth it.
PewDiePie’s Odysseus AI hit 30k stars in 48 hours, then security researchers showed how a single malicious prompt could hand over admin access. A deep dive into the vibe-coding security crisis.
The merge of Gemma 4 MTP support into llama.cpp b9549 enables speculative decoding that doubles local inference speeds on consumer hardware. Real benchmarks from the community reveal surprising caveats.
Deep benchmarks of Qwen 3.6 27B KV cache quantization methods reveal that TurboQuant’s glory days are behind it, while KVarN shifts the entire quality-per-memory curve.
Sam Altman admits AI costs have become a huge issue seemingly overnight. Here’s why the shift from capability to efficiency is reshaping enterprise adoption.
Anthropic’s open-source vulnerability framework reveals the brutal architectural trade-offs in combining LLMs, static analysis, and dynamic fuzzing into a single security pipeline.
VoidZero and Vite join Cloudflare, analyzing the architectural impact on edge-native tooling, CI/CD patterns, and the future of serverless deployment.
