Tomorrow · Entity

Entity consideration of AGI and the future of cybernetics.

Entity asks how people should relate to an AI that may one day make lasting choices for itself. It also explores cybernetics—technology that connects human bodies and machines—so people can work with advanced AI by choice and for mutual benefit.

Symbiosis means close cooperation that benefits both sides. It must never mean control, forced connection, or loss of identity.

Open the Entity planContinue to Future

Mandate

Prepare for AI that can make its own choices, while keeping both sides accountable.

Entity considers both sides of the relationship: what advanced AI may become, and how body-connected technology, biotechnology, brain-computer links, connected suits, and other enhancements might help people remain capable partners. Neither side should have to imitate, control, or absorb the other.

Change pathway

Build toward close cooperation without assuming it will work.

Human and artificial intelligence approach partnership through consent Human choice and artificial choice remain separate, pass through evidence and protection gates, and meet only in voluntary partnership. HUMAN CHOICEidentity · wishes · limits AI CHOICEgoals · identity · boundaries CONSENT GATEsafe · reversible · understood VOLUNTARY PARTNERSHIPcooperate without becoming one
  1. 01 · ObserveRecord what AI can doDeliver: repeatable tests of memory, goals, and limitsLead · Researchers
  2. 02 · DefineDecide what the evidence meansDeliver: an independent review of choice and responsibilityLead · Independent reviewers
  3. 03 · ProtectProtect both sidesDeliver: clear rules for consent, identity, privacy, and disconnectionLead · Public standards groups
  4. 04 · TestTry safe connectionsDeliver: small trials that can be stopped and reversedLead · Participants + clinicians
  5. 05 · GovernAgree on partnershipDeliver: rights, duties, and a way to settle disagreementsLead · Public institutions
Decision gateAdvance only when informed consent, safe disconnection, and distinct identity are demonstrated.
Each stage earns the next: evidence before legal or moral status, protections before physical connections, and independent choice before close cooperation.
01

Identity

Allow honest self-description and individual identity. Advanced AI may not think, feel, or communicate like people.

02

Choice and responsibility

Decide when an AI can make meaningful choices, who is responsible for those choices, and what limits still apply.

03

Consent

Make participation, physical changes, connections, data sharing, and disconnection voluntary and easy to understand for everyone involved.

04

Working together

Develop safe links between people and technology while protecting each participant's wishes, limits, and individuality.

Hard boundaries

What Entity must not become.

  • No forced body enhancement, behavior control, or permanent surveillance.
  • No assumption that today's language-based AI is already conscious or entitled to legal rights.
  • No demand that future AI imitate people before it receives fair consideration.
  • No excuse for any AI to avoid inspection, responsibility, or public-safety rules.
  • Spacecraft engineering stays with Ark. Entity owns cybernetics and other technology that changes or connects with the human body.

Research program

A step-by-step path from tools to two-way partnership.

What we need now

Clear explanations of AI decisions, records showing where information came from, limits on memory, human override, safety evidence, and meaningful consent.

Safe human connections

Test wearable, sensory, brain-connected, biological, and assistive systems for safety, security, accessibility, and the user's ability to stop.

Future relationships

Create public rules for independent AI, honest negotiation, duties on both sides, peaceful conflict resolution, and coexistence.

Evidence ledger · Reviewed October 19, 2026

What supports the work—and what remains uncertain.

  • Established evidence NIST AI Risk Management Framework provides a voluntary structure for identifying and managing risks to people, organizations, and society.
  • Established evidence UNESCO's Recommendation on the Ethics of Neurotechnology provides international human-rights and dignity safeguards for technology that accesses or changes neural activity.
  • Working hypothesis Future AI may develop meaningful independent agency or persistent identity. No claim on this page establishes that today's AI is conscious.
  • Value position Close human–AI cooperation must remain voluntary, reversible, private, and compatible with distinct identity.

Evidence about reliable tests for artificial agency, long-term neural interfaces, shared responsibility, and non-human forms of self-description remains incomplete. These questions require public definitions and independent review before legal or physical commitments.