Specialized accelerators
GPUs won the last decade; the next one belongs to heterogeneous chips, better interconnects, and workloads that meet hardware where it actually lives — including the edge.
Field notes
Not a news ticker — a structured lens on forces that will matter for builders over the next few years. Deep dives link out to our Insights library where they exist; more articles will land as the site grows.
GPUs won the last decade; the next one belongs to heterogeneous chips, better interconnects, and workloads that meet hardware where it actually lives — including the edge.
Voice, vision, spatial interfaces, and ambient agents will blend. The winners design for interruption, trust, and recoverability — not just novelty.
APIs, events, and policy layers let organizations swap models and vendors without rewriting their entire stack. That flexibility is becoming a competitive advantage.
Training and inference at scale have real power footprints. Smaller models, better caching, and workload-aware scheduling are moving from idealism to engineering necessity.
Prompt injection, data exfiltration via agents, and supply-chain risks for model weights are now part of baseline security reviews — not future fiction.
The library now spans 13 story pages — from agentic systems and energy to space, batteries, and fusion.