Custom GenAI writing platform with 30-word prompt limit and copy-paste disabled¶

Design · All designs
Evidence · no claims cited

Description¶

The learning task used a custom-built platform integrated with the DeepSeek Large Language Model in which students wrote an academic abstract for a research paper. To encourage meaningful interaction, "the platform imposed a 30-word limit per prompt and disabled copy-pasting, forcing students to synthesize AI outputs rather than passively adopting them." The full interaction log of timestamped prompts and AI responses served as the data source.

Design Implications¶

Context¶

Requirements¶

Requires an integrated LLM writing environment that logs timestamped prompts and responses.

Constraints¶

The 30-word limit and copy-paste ban constrain how findings generalize to unconstrained GenAI use.

Target Learners¶

university students (M age = 20.1)

Learning Goals¶

academic abstract writing with GenAI support

Claims¶

Custom LLM practice platform with validated offloading classifier for extent-of-support labeling

Examples¶

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Key Sources¶

Angxuan Chen, Jiyou Jia. (2026). Tracing GenAI Literacy: Uncovering Student-AI Interaction Patterns in Academic Writing through Epistemic Network Analysis. First International Workshop on Advancing AI Literacy with Learning Analytics (AI-LIT) @ LAK26, April 2026.

Page metadata

Field	Value
`type`	`design`
`id`	`deepseek-abstract-writing-platform-constrained-prompts`
`title`	`Custom GenAI writing platform with 30-word prompt limit and copy-paste disabled`
`description`	`The learning task used a custom-built platform integrated with the DeepSeek Large Language Model in which students wrote an academic abstract for a research paper.`
`status`	`review`
`generated`	by `process:settle-candidates` on `2026-10-12`
`trust`	unverified — no one has confirmed this page's content
`sources`	1 — `angxuan-chen-2026`

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