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Creative

Novelist

Based on 20 assessments

39% Moderate risk

Average realistic automation risk across all Novelist profiles in the dataset.

Raw potential
80%
Realistic risk
39%
Research benchmark ?
81%

Raw potential = I/O automation ceiling. Realistic risk = adjusted for informal knowledge and social context. Research benchmark: Eloundou et al. (2023)

Distribution across 20 profiles. Middle half of Novelists score between 35% and 41%.

0% 50% 100%
p10 · 33%
43% · p90
On-screen work 79%

Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.

In-person + screen 14%

Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.

Computer + action 7%

Computer input, real-world output — needs someone to act on it, not just software.

Fully in-person 0%

No computer required. Furthest from automation — the strongest human advantage.

3 synthetic profiles for a Novelist, ordered by automation exposure. Tab between them to see how task mix drives the score difference.

Task Time Type Exposure
Writing first drafts and revising prose—composing new chapters, rewriting sentences for clarity and style, cutting or expanding scenes
deep expertise
24% DD 36%
Editing and proofreading—reviewing full manuscripts for consistency, grammar, pacing, and continuity across chapters
21% DD 54%
Planning and outlining—developing plot structure, character arcs, world-building details, and story beats before or between writing sessions
deep expertise
19% DD 27%
Research—reading books, articles, conducting interviews, or gathering details to ensure accuracy and authenticity in the narrative
11% AD 30%
Feedback integration—incorporating critique from beta readers, editors, or writing groups, and deciding what revisions to make
deep expertise social element
10% DD 30%
Promotion and author platform work—writing social media posts, blog entries, preparing for readings or interviews, engaging with readers
some context needed
9% DA 1%
Correspondence with agents, editors, and publishers—discussing contracts, revisions, marketing strategies, and publication timelines
some context needed
3% DD 30%

Work as a Novelist? Map your specific role.

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