July 9, 2026· ~4 min readKimi K3: Moonshot AI's Open 2.8 Trillion Parameter Model and What It Means for Enterprise AI # Kimi K3: Moonshot AI's Open 2.8 Trillion Parameter Model On 16 July 2026, Moonshot AI released Kimi K3 — a 2.8-trillion-parameter Mixture-of-Exper
May 25, 2026· ~2 min readPrompt Injection: When Hackers Hijack LLMs **Prompt Injection: An Attack on LLM-Based Systems** In recent years, Large Language Models (LLMs) such as ChatGPT and Claude have made enormous proai
May 22, 2026· ~7 min readToken Cost Efficiency: How Graph Structures Reduce LLM Inference Costs Token costs are the dominant line item in LLM deployment. GPT-4.1 at \$2.30/million input tokens sounds small until you're processing 50 documents pe
May 10, 2026· ~6 min readAtlas Engine: Sub-2-Minute Cold Start for Multi-Model Orchestration on DGX Spark A pure Rust inference engine achieves 96 tok/s on Qwen3.5-35B-A3B—a 3× speedup over vLLM's 31 tok/s, with cold startup in 15 seconds versus vLLM's 10
April 25, 2026· ~6 min readDeepSeek V4: 1.6T Parameters, FP4 Precision, and the Huawei NPU Question DeepSeek V4 arrives with two models: a 1.6-trillion-parameter Pro variant and a 284-billion-parameter Flash variant. The headline number is the Pro m
April 18, 2026· ~8 min readQwen3.6-35B-A3B: What the Numbers Actually Show On 16 April 2026, Alibaba's Qwen team released Qwen3.6-35B-A3B, the first open-weight model in the Qwen3.6 series. It arrives two months after the Qw