Anthropic launched its Cyber Mission and free OSS Scanner, beaming unreviewed zero-day PoCs directly to maintainers with a 90% precision target across code.
Architectural Teardowns
138 Articles in this Category
In-depth technical deconstructions of major foundation model releases from OpenAI, Anthropic, Google DeepMind, and DeepSeek.
MiniCPM-V 4.7 1B needs a 672 MB language file plus a 1.11 GB vision projector. Get the Ollama tag, llama.cpp recipe and visual-compression settings.
Google launched Gemini 4 Argon with 1M output tokens, a 77.9% DeepSWE score, and $2/M input pricing. Here is our architectural and benchmark teardown.
MiniCPM-V 4.7 reports 13+ tokens/s in 3GB phone memory. Expert loading, quantization and speculation explain why that is not its total weight size.
Solid-state GaN HPM arrays disable dozens of drones in microseconds, bypassing 3-5s laser dwell limits and frying unshielded PCB traces at 15-30V surges.
Microsoft Maia 300 pairs 288GB HBM4 at 18 TB/s on TSMC N2P across 96-chip 167 kW racks, bypassing Nvidia memory walls via direct-to-chip liquid cooling.
NVIDIA Research’s Low-Rank Gradient Sketches (LoGRA) algorithm reduces reinforcement learning optimizer VRAM consumption by 45.7% on 7-billion-parameter…
Frontier artificial intelligence has crossed an empirical threshold where raw web-scale token ingestion no longer yields qualitative…
Iris-3B generates pixels without a VAE. Its released depth and restoration results show no clear advantage; a 4B text encoder also changes local costs.
Strata runs 125B Qwen3.8-Flash-Next on 12GB VRAM at 45 tok/s using predictive expert prefetching and io_uring. Here is the PCIe math and setup.