🧰 Strata

The items that name it 3

• [AINews] Anthropic ends Coding Interviews: "Hunger beats tenure"
  article2026-10-28

  Runs MoE models with SSD/RAM/VRAM expert placement and KV residency tuning so large models run on 8GB VRAM.

• [AINews] Anthropic files for $2T IPO in 2 weeks: 1400% growth rate, 48% of revenue through cloud partners, 85% margin, $1B op profit in Q2, $134B cash in bank and $10B lifetime burn
  article2026-10-27

  Runs Qwen 3.8 Flash Next on 8GB VRAM by memory-mapping nonresident experts to SSD and tuning KV/cache residency.

• [AINews] DeepSeek DeepInfer: Open Source SOTA Inference running 155T toks/day/cluster making $22m/day at ~80% margin for a 81 day payback
  article2026-10-21

  Community inference engine, named by Reddit commenters as a place to port DeepInfer techniques; its creator made the 12GB VRAM claim.