Executive Briefing Xiaomi has released MiMo-V2.6, featuring two natively omnimodal sparse Mixture-of-Experts (MoE) models: MiMo-V2.6-Pro (1.02T total…
Architectural Teardowns
95 Articles in this Category
In-depth technical deconstructions of major foundation model releases from OpenAI, Anthropic, Google DeepMind, and DeepSeek.
OpenAI announced an internal model it began training 24 days ago has already resolved 100+ open math conjectures and Navier–Stokes. Here is the audit of AGMAI, Lean 4, and the Fields Medalist revolt.
Real-world Grok 4.7 testing reveals severe quota burn, 3D benchmark regressions, and context degradation despite advertised 46.3% CursorBench gains.
Google launched Googlebook at $899 across Acer, ASUS, Dell, HP, and Lenovo. Built natively on Android with 45+ TOPS NPUs, Magic Pointer, Rambler, and a Level-5 certified pKVM Linux terminal for Antigravity and Claude Code.
DeepSeek V5 leaks claim 78.6% DeepSWE and $0.20/M tokens vs Astra’s $50. Forensic benchmark audit, hardware sizing, and enterprise deployment guide.
xAI releases Grok 4.7: 46.3% on CursorBench 4.0, 71.0% DeepSWE, and 64% EEBench at $2/$6 per million tokens. Delivers multi-hour verified agentic coding.
Extending test-time compute can collapse LLM accuracy. Here is the forensic math on Goodhart gaming, attention drift, and why latent recurrent depth wins.
For three years, enterprise engineering forced autoregressive LLMs into programmatic workflows. TypeSafe AI’s Jev proved why we were wrong—and why System 3 is next.
Alibaba’s Qwen-Image-2.1 brings native 2K RGBA alpha generation to ComfyUI. We audit 7B DiT VRAM draw, 10-image conditioning, and SGLang latency.
Step 5 Preview redefines the AI Pareto frontier. With a 600B/27B sparse MoE and 1M context, it matches Kimi K3 Max (AA Index 44) at ~$0.71 task cost.