Field notes

The tech frontier we watch

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.

Compute & silicon

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.

Human–computer interaction

Beyond the chat box

Voice, vision, spatial interfaces, and ambient agents will blend. The winners design for interruption, trust, and recoverability — not just novelty.

Software architecture

Composable systems

APIs, events, and policy layers let organizations swap models and vendors without rewriting their entire stack. That flexibility is becoming a competitive advantage.

Energy & sustainability

Efficiency as a feature

Training and inference at scale have real power footprints. Smaller models, better caching, and workload-aware scheduling are moving from idealism to engineering necessity.

Security

AI in the threat model

Prompt injection, data exfiltration via agents, and supply-chain risks for model weights are now part of baseline security reviews — not future fiction.

Related reading

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