Skip to content
Agents for Humanity
Public draft. All results are preliminary desk assessments against criteria v1.0, updated 27 Sept 2026. No agent has been certified yet. How we assess
AssistanthostedProprietary

Microsoft Copilot

Microsoft · copilot.microsoft.com

Consumer Copilot is a hosted, proprietary service: the owner can export activity history as CSV, manage saved memories, revoke connectors and interrupt agentic tasks, but cannot export or run the agent independently, inspect its instructions, or verify its runtime. Conversation data can inform ad personalization and model training unless the owner opts out, and sponsored ads appear in responses.

Strengths
  • One-click CSV export of Copilot activity history
  • Saved memories can be edited, deleted or disabled
  • Approval prompts before purchases, emails and deletions in Tasks/browsing
  • Running tasks can be interrupted at any time
  • Connectors can be linked and unlinked by the owner
Gaps
  • No exportable or self-runnable agent; hosted only
  • System instructions and runtime configuration not visible
  • Sponsored ads shown in responses with no off switch
  • Conversation history can feed ad personalization; training is opt-out
  • No tamper-evident audit log or open-source runtime
  • Fixed Microsoft-selected models; no local model option
Evidence

All 34 findings

Consumer Copilot (copilot.microsoft.com, Windows and mobile apps) with a personal Microsoft account, including Memory, Connectors, Browse with Copilot and Copilot Tasks, as documented on 2026-09-27. Microsoft 365 work/school Copilot not assessed.

Portable · Can you leave, and take the whole agent with you?

0%
  • P1
    Round-trip portability

    Incomplete and not restorable: 'Export all activity history' downloads only a CSV of prompts and responses, and Microsoft offers no import.

    Fail
  • P2
    Complete export

    The documented export contains only prompts and responses; instructions, configuration, task definitions and identity are not included, and saved memories are not documented as included, so most of what defines the agent stays with Microsoft.

    Fail
  • P3
    Independent execution

    Copilot runs only as a Microsoft-hosted service on Microsoft-selected models; there is no exportable artifact or open-source runtime to execute it locally.

    Fail
  • P4
    Identity continuity

    The agent is tied to the owner's Microsoft account and cannot migrate, so nobody it has dealt with can verify its continuity elsewhere.

    Fail
  • P5
    No kill switch

    Because the agent exists only as a hosted service tied to a Microsoft account, Microsoft controls its availability and features; there is no exported agent beyond its reach.

    Fail
  • P6
    Capability independence

    Memory, connectors, browsing and Tasks are delivered by Microsoft's service on Microsoft-selected models and do not exist apart from that platform.

    Fail

Transparent · Can you see everything the agent is, with ordinary tools?

17%

Auditable · Can you reconstruct exactly what the agent did?

10%
  • A1
    No unrecorded actions

    Microsoft does not document whether every consequential action in Tasks or browsing is durably recorded, or whether an action is blocked when it cannot be recorded.

    Unverified
  • A2
    Tamper evidence

    Conversation history can be deleted without a detectable trace, and no tamper-evident record of actions is documented.

    Fail
  • A3
    Separation from the audited

    Microsoft does not document whether the agent layer can alter or delete records of its own actions.

    Unverified
  • A4
    Readable with ordinary tools

    Exported activity history is a CSV readable with ordinary tools, but it records prompts and responses, not a full action audit trail.

    Partial
  • A5
    Corroborated interactions

    No record is documented that lets Copilot and the agents or services it messages match their logs of an exchange.

    Fail

Verifiable · Can you prove the agent runs what it claims?

0%

Modifiable · Can you change anything, without asking?

25%

Controllable · Is your word final?

50%
  • C1
    Communication boundaries

    Owners control which connectors are linked, and Copilot asks before sending emails or messages, but owners cannot set which recipients or channels are allowed, and no enforcement below the model is documented.

    Partial
  • C2
    Approval gates

    Copilot requires approval before purchases, submitting personal information, sending messages and deleting files, but the gated actions are fixed by Microsoft rather than chosen by the owner.

    Partial
  • C3
    Immediate halt

    Microsoft documents that a running task can be stopped at any time, scheduled tasks can be paused or deleted, and the owner can interrupt or take control of browsing sessions.

    Pass
  • C4
    Data sovereignty

    All content is processed on Microsoft servers, and conversations may be used for model training unless the owner opts out (with some regional and age exclusions); they may also inform ad personalization.

    Fail
  • C5
    Credential custody

    The owner can revoke connectors at any time, but Microsoft holds the OAuth grants, the owner cannot inspect them, and they cannot move with the agent.

    Partial
  • C6
    Full deletion

    The owner can delete individual conversations, all activity history and memories; conversations are otherwise kept 18 months by default. Microsoft does not fully document retention of derived or de-identified data after deletion.

    Partial
Something wrong or out of date?

Vendors and the public can dispute any finding with evidence. Disputes and their resolutions are published.

Dispute a finding