Article Brief Key Takeaways 4 Points24s Read 01The deal–Upper90 committed a debt facility of up to $400 million to inference cloud operator General Compute, starting at $100 million and scaling with customer demand. 02What is…
Article Brief Key Takeaways 5 Points30s Read 01The 95% number–More than 95% of the ~40 trillion tokens Fireworks serves daily come from models specialized on customers’ own data, not stock open models. 02Value moved up…
Article Brief Key Takeaways 5 Points30s Read 01The deal–AMD and Cerebras will split AI inference across two machines: AMD Helios racks process prompts and long context, the Cerebras Wafer-Scale Engine generates tokens. 02The 5x–The headline…
Qwen3.5 on Ironwood: What Google’s 4.7x Gain Proves
July 14, 2026
Article Brief Key Takeaways 4 Points24s Read 01Measured gain–Google reports 4.7x higher prefill-heavy and 3.1x higher decode-heavy throughput at concurrency 512. 02Real baseline–The comparison is Google’s April-to-June Ironwood software progress, not a new hardware generation….
AWS Puts SageMaker GPU Decisions Behind a Guided UI
July 13, 2026
Article Brief Key Takeaways 4 Points24s Read 01The launch–AWS added a guided SageMaker Studio workflow for generative AI inference recommendations, from workload selection through ranked configurations and endpoint deployment. 02The trade-off–Teams choose one objective—cost, latency,…
Article Brief Key Takeaways 4 points24s read 01The quarter–Nvidia reported $81.615 billion in Q1 fiscal 2027 revenue, up 20% sequentially and 85% from a year earlier. 02The engine–Data Center revenue reached $75.2 billion, with compute…
Article Brief Key Takeaways 5 points30s read 01The correction–Google’s 3.2Q+ monthly token figure is about 330x the May 2024 level of 9.7T, not roughly 30x; the 7x figure is the one-year jump from May 2025….