https://derekwang2002.github.io/ai-intelligence/en/projects/naive-n0-5-flash/ Material changes in AI models, agents, engineering and infrastructure, with primary sources and recommendations. en Mon, 02 Nov 2026 16:56:00 GMT https://derekwang2002.github.io/ai-intelligence/en/events/ev-20260927-01/ ev-20260927-01-published Sat, 03 Oct 2026 16:01:57 GMT New TRIAL <p>NaiveAI released Naive-N0.5-Flash under MIT: a 309B MoE with 15.5B active parameters and native 1M-token context. The model replaces full-attention layers with a mix of sliding-window and sparse attention and publishes weights plus inference code. Deployment requires FP8-capable NVIDIA hardware and roughly 315 GB just for weights; benchmarks are author-reported.</p><p>Recommendation: TRIAL</p><p>Sources: <a href="https://huggingface.co/NaiveAI/Naive-N0.5-Flash">Naive-N0.5-Flash model card and weights</a> · <a href="https://naive.ai/en/research/">NaiveAI technical research</a></p>