What GNoME, MatterGen and A-Lab have demonstrated, why superheavy elements remain experimental, and where industrial and planetary defense claims exceed evidence.
Frontier AI & Models
135 Articles in this Category
Deep architectural teardowns, frontier benchmarks, hype-debunking, and capability leaks across frontier AI models.
Paradigma reports 94.01% on AIME 2026 for its 1B math model. Off-scope failures and specific prompt and runtime requirements define its practical use.
Cloudflare Clef scores typed choices from text and images. The 27B model costs $0.24 per million input tokens; hosted image limits and latency need a close look.
Microsoft reports 61.5% on SWE-bench Verified for FrogNano 4B. A five-tool agent interface accounts for a large gain, with cost and licensing caveats.
Janus bundles llama.cpp Vulkan DLLs into a 50MB Go binary for cross-vendor GGUF local LLM inference across AMD, Intel, and Nvidia GPUs without Python or Docker.
Ling 3.1 Flash is available through hosted APIs, with 560 billion total parameters and about 25 billion…
Microsoft has released MAI-Transcribe-2-Streaming for live speech recognition and MAI-Voice-2.1, including a faster Flash variant, for speech…
A vLLM report shows decode speed dropping to 0.5–5 tok/s during long prefills. Learn what the data proves, what it does not, and how to diagnose it.
DeepGEMM Ascend brings familiar APIs to Huawei Ascend 950. TileLang adds a native backend; 99.8% utilization describes a kernel, not whole-model speed.
Gemini 4 Argon starts at $2/$10 per million tokens. Access is restricted, prices will double, and benchmark methods shape what its results prove.