Espoo (Helsinki capital region), Finland Last checked

Aalto University

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Coursework & Assessment

Allowed by Default

Aalto University policy allows AI technologies as support for learning by default unless the course instructor explicitly restricts or prohibits them.

Official source ↗

Exams & In-Person Assessment

Language Models in Maturity Tests

Aalto guidance lists the maturity test among situations where language models may not be used.

Official source ↗

AI Disclosure & Declarations

Obligation Upon Request

Upon a teacher's request, students must be able to describe how, what, and/or why AI-based technology has been used in their learning.

Official source ↗

Privacy & Data Protection

Aalto-Approved Only

Teachers may only submit student work, or require students themselves to submit work, in systems approved by Aalto University for copyright and privacy reasons.

Official source ↗

Approved AI Tools

Official Services Directory

Aalto provides a directory of official AI services. The retained excerpt does not establish the current availability or terms of individual products.

Official source ↗

Research & Authorship

No Direct Copying

Students remain responsible for their submitted work. Language models can help with formatting or ideation unless the teacher instructs otherwise; AI-generated text cannot be presented as is as the student’s own written response.

Official source ↗
More reviewed record topics

Academic Integrity

Cheating Definition & Procedures

Utilising AI in a learning task contrary to the teacher's instructions is considered cheating and will be handled in accordance with the current procedures.

Official source ↗

Teaching Practice

Timely Clear Guidance

If restricting AI, instructors must state limitations clearly within assessment criteria and provide timely guidance so students can complete tasks as instructed.

Official source ↗

Security & Procurement

Security Check & No-Fee

Teachers cannot require students to register for unvetted third-party services or purchase commercial software licenses, upholding equity and security.

Official source ↗

Before you submit

Do

  • Describe how, what, and/or why AI-based technology was deployed in your learning tasks whenever requested by your course instructor.
    Requirement in this scope
  • Confirm course-specific AI boundaries in the syllabus before using AI tools in assignments.
    Source guidance

Don’t

  • Do not use language models in the maturity test or use AI contrary to the teacher’s instructions.
    Requirement in this scope
  • Do not present AI-generated text as is as your own written response.
    Requirement in this scope

AI use questioned?

Aalto University

Aalto University baseline: Generative AI is permitted as a learning aid by default unless restricted by the instructor; maturity tests strictly ban AI; students must describe AI use upon teacher request; teachers may only submit or require student work in university-approved systems.

Investigation & response

The current evidence does not include a verified specific procedure or deadline. Check the applicable university rules.

Possible outcomes

The current evidence does not include a verified specific procedure or deadline. Check the applicable university rules.

Review & appeal

The current evidence does not include a verified specific procedure or deadline. Check the applicable university rules.

Tool discovery records: scope pending review

Tool discovery information and cited sources are retained. Current account eligibility, cost, endorsement and assessment permission are not confirmed.

AI tools

Record updatesLast 90 days · Recorded updates: 1

Updates to this site's reviewed record, not confirmation that the university changed its policy.

  1. Page update

    Other records · Page update

    View revision

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Reviewed claims

10

Official sources

6 official URLs; 7 source attributions and their captured versions retained.

Aalto AI Assistant

www.aalto.fi

University official source

aalto.fi

Hash and captured version

Aalto AI Assistant · 2026-05-14T05:20:00.000Z

Representation unspecified in this historical record; do not assume an original-file hash.

330183fc23fddc499069006a28597089b36901f76566019d6fe2760d3cedc9ef

Aalto AI Assistant | Aalto University · 2026-07-16T00:16:43.896Z

Representation unspecified in this historical record; do not assume an original-file hash.

2afab0a383d41e67a1853041440745ffef1502713e8ac57fabeaaad75ae0abbd

Hashes identify a captured version; they do not establish current policy or review approval.

Official source ↗

AI Services

www.aalto.fi

University official source

aalto.fi

Hash and captured version

AI Services · 2026-05-14T05:20:00.000Z

Representation unspecified in this historical record; do not assume an original-file hash.

886b062e76d07d69036c049d926cc3a7c73de370d69953eafcba4b8a7bafba4d

Hashes identify a captured version; they do not establish current policy or review approval.

Official source ↗

Guidance for the use of artificial intelligence in teaching and learning at Aalto University

www.aalto.fi

University official source

aalto.fi

Hash and captured version

Guidance for the use of artificial intelligence in teaching and learning at Aalto University · 2026-05-14T05:20:00.000Z

Representation unspecified in this historical record; do not assume an original-file hash.

4db4b642cb227232de72c398741283540631c0a4ba8b59ebe4f19606ab856c18

Hashes identify a captured version; they do not establish current policy or review approval.

Official source ↗

Responsible use of Artificial Intelligence in the research process

www.aalto.fi

University official source

aalto.fi

Hash and captured version

Responsible use of Artificial Intelligence in the research process · 2026-05-14T05:20:00.000Z

Representation unspecified in this historical record; do not assume an original-file hash.

7f99c4162b26beaa0cccc86a7f23aeef160309fcdb96bb6928f5784979fa6356

Hashes identify a captured version; they do not establish current policy or review approval.

Official source ↗

Students: using AI in your studies | Aalto University

www.aalto.fi

University official source

aalto.fi

Hash and captured version

Students: using AI in your studies | Aalto University · 2026-07-16T00:15:43.896Z

Representation unspecified in this historical record; do not assume an original-file hash.

2d6381f33736ee3efc43fbe18ed3088928496cd86bc5f7a38823cd0fa4834e81

Hashes identify a captured version; they do not establish current policy or review approval.

Official source ↗

Tips for using artificial intelligence for students

www.aalto.fi

University official source

aalto.fi

Hash and captured version

Tips for using artificial intelligence for students · 2026-05-14T05:20:00.000Z

Representation unspecified in this historical record; do not assume an original-file hash.

6d22f359e1a1d060578395e55f242fe6905940732e59d2476cfa8c080196a9ff

Hashes identify a captured version; they do not establish current policy or review approval.

Official source ↗
Record information, JSON & citation

Review layers: claim review applies to the claims only. Analysis is a separate machine-generated summary awaiting review. Coverage scores do not establish complete policy knowledge.

Claim review state
agent_reviewed
Analysis review state
machine_candidate
Record revision
v6-qs101-120-presentation-20261028
Dataset release
public-release-20260924-002
Correction published
Student snapshot
Pending independent agent review; not an approved snapshot
Current reviewed JSON · All record history

Published V6 presentation; JSON and MCP retain the existing public record. Supplementary quotations and scope notes remain pending review. Local candidate corrections, tools and student summaries are not approved for publication. Institution-wide audit remains PARTIAL.

  • Formal investigation workflows, sanction outcome schedules, and appeal procedures under Aalto disciplinary rules are not fully evidenced by the cheating definition excerpt.
        Current reviewed JSON
        Questions students ask

        Questions students ask

        Can I use AI for my coursework?

        Aalto University policy allows AI technologies as support for learning by default unless the course instructor explicitly restricts or prohibits them.

        View evidence →
        Do I need to disclose AI use?

        Upon a teacher's request, students must be able to describe how, what, and/or why AI-based technology has been used in their learning.

        View evidence →
        Can I upload sensitive data?

        Teachers may only submit student work, or require students themselves to submit work, in systems approved by Aalto University for copyright and privacy reasons.

        View evidence →
        Which tools can I access?

        Aalto provides a directory of official AI services. The retained excerpt does not establish the current availability or terms of individual products.

        View evidence →
        What are the examination rules?

        Aalto guidance lists the maturity test among situations where language models may not be used.

        View evidence →
        What rules apply to research and publication?

        Students remain responsible for their submitted work. Language models can help with formatting or ideation unless the teacher instructs otherwise; AI-generated text cannot be presented as is as the student’s own written response.

        View evidence →
        What counts as academic misconduct?

        Utilising AI in a learning task contrary to the teacher's instructions is considered cheating and will be handled in accordance with the current procedures.

        View evidence →
        What guidance applies to teaching?

        If restricting AI, instructors must state limitations clearly within assessment criteria and provide timely guidance so students can complete tasks as instructed.

        View evidence →
        What security and procurement requirements apply?

        Teachers cannot require students to register for unvetted third-party services or purchase commercial software licenses, upholding equity and security.

        View evidence →
        When was this record checked?

        Record checked:

        Record version →
        Which official sources support these rules?Official source →
        Where can I read the full evidence?

        10 · Full policy evidence

        Full policy evidence →
        Aalto University AI Policy