DeepSeek is training an 8-trillion-parameter MoE model on 160,000 Huawei Ascend 950DT chips. CEO Liang Wenfeng told investors the domestic chip bet “has to work.”
Architectural Teardowns
138 Articles in this Category
In-depth technical deconstructions of major foundation model releases from OpenAI, Anthropic, Google DeepMind, and DeepSeek.
NATO’s drone wall is a 5-layer sensor-fusion stack. Dissecting detection layers, C2 APIs, and €400k vs $2k interceptor economics on the Belarus frontier.
From the 2021 BGP route collapse to the June 2026 auth lockout: why Meta’s fail-open guardrails and coupled identity plane keep breaking global reach.
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…
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.