How physical scientists, all other are reshaped as AGI capability advances.

Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
The work of Physical Scientists, All Other engages 41 activities — the executable steps that, decomposed, reveal what becomes Code, what stays Human.
+29 more via engagesIn
Physical Scientists, All Other involves 41 work activities — the generalized motions beneath the role, each scored against the AI-deliverability frontier.
+29 more via involvesActivity
Which of this work becomes digital labor — performed under typed authority, promoted to autonomy on track record.
Physical Scientists, All Other performs 24 tasks on the graph — the atomic work units that become the job description for a digital employee, promoted to autonomy on track record.
+12 more via performs
Physical Scientists, All Other is typically employed by 22 company types — the demand side that decides which of this role's tasks get handed to agents, and on what authority.
+10 more via typicallyEmploys
Physical Scientists, All Other is employed across 39 settings — the places where this role's work is done, and where digital employees first sit beside the humans.
+27 more via employs
The software here going agent-consumable — where the API, not the UI, becomes the way the work gets done.
Physical Scientists, All Other uses 26 tools today. As each gains an agent-consumable surface (API / MCP / SDK), the human UI stops being the only way in — and the work routes straight to an agent.
+14 more via usesTool
Physical Scientists, All Other relies on 89 products. The headless dimension of each — whether an agent can call it without a screen — is what decides how much of this work goes hands-free.
+77 more via uses
The software Physical Scientists, All Other reaches for already exposes 12 agent-callable actions (via uses → exposedBy) — typed surfaces an agent invokes directly, no human screen in the loop. The work routes to the API, not the UI.
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