Today's focus
Models
Infrastructure
OpenAI and Cerebras have unveiled Ultrafast, a tier running GPT-5.6 Sol at up to 750 tokens per second. Here is how wafer-scale design sidesteps the GPU memory bottleneck — and what the numbers still need to prove.
Society
Security programs see only a third of their organization's real AI attack surface even as full-stack agentic adoption accelerates. A recent sandbox escape has turned that blind spot into an urgent congressional and regulatory issue.
Infrastructure
A purpose-built MoE executor that activates only 3 billion parameters per token, paired with NeMo Switchyard routing, is redrawing the cost structure of agentic workloads — though the speed claims remain vendor-reported for now.