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Home › Robotic Medicine › Article series › Part 5 · Contingency AGI autonomy

RES-06.5 · Series article · Robotic Medicine

Contingency Autonomy for 2027–2033: When AGI Care Robots May Diagnose, Prescribe, Treat and Operate

Also: contingency autonomy space medicine · AGI care robot Mars · robot diagnose prescribe treat operate · Earth-independent robotic care · rung 4 rung 5 medical robot

Distance from EarthIsolation & ConfinementIn-flightEVA & Surface OpsLEO long-durationCislunar / Lunar orbitLunar surfaceMars transit & surfacePublicStudentClinicianResearcher

AI-assisted Last reviewed: 2026-10-26 · Reviewer: AI-assisted draft, sources self-checked against Parts 1–4 citations and NASA/UNOOSA URLs already used in the series (Oct 26, 2026); Medical Research Assistant clinical/source pass requested; no named human clinician

Bottom line
  • Parts 1–4 keep rungs 1–3 as the near-term demonstrated design space for everyday ops. Part 5 extends that ladder with contingency rungs 4 and 5 that may assess, select from approved actions, treat, or (last resort) exercise broader clinical judgment — only after auditable arming when human support is unavailable or insufficient. ◆◆◆◆ High · E
  • The 2027–2033 window is a planning horizon and design target for exploration-class Earth-independent ops, not a schedule guarantee that AGI humanoids will exist or be certified by any date. ◆◆◆◆ High · E
  • AGI capable of safe diagnose / prescribe / treat / operate aboard is a Space Medicine Foundation planning assumption for this thought experiment — not peer-reviewed fact, not a claim about any company product, and not NASA approval. ◆◆◆◆ High · E
  • When human support returns, contingency modes de-arm automatically to rung ≤3 and humans reclaim authority. Out-of-envelope cases stop or hold; the robot never invents unlisted drugs or procedures. ◆◆◆◆ High · E
  • Rungs 4–5 need standards evolution relative to today's NASA-STD-3001 human-start / override / e-stop restart rules, plus independent certification gates that do not exist as flight-cleared programs today. Liability and consent gaps from Part 1 remain open. ◆◆◆◇ Moderate · E

Proposed certainty (◆ High → ◇ Very low) and evidence-type tags: F flight · A analog · M model/animal · C computational · E expert/operational/standards. AI-proposed, pending reviewer confirmation. How to read the grades.

Thought experiment. Educational only; not medical advice, not operational guidance, and not a description of any company’s product. No current general-purpose humanoid robot is known to have flown in space or to be approved for patient care. AGI that can safely diagnose, prescribe, treat and operate aboard is a Space Medicine Foundation planning assumption for the 2027–2033 design horizon — not peer-reviewed fact, not a product claim, and not NASA or FDA approval. AI-assisted; no named human clinician has reviewed this Part 5 article yet. Disclaimer

Why a contingency framework now

Part 1 set three practical autonomy rungs for spaceflight and kept higher medical-robot autonomy levels out of scope [1][8]. Part 2 and Part 4 walked library protocols whose ceiling is rung 2 (supervised): the robot never diagnoses and never chooses a medicine [2][4]. Part 3 treated rung 3 as a stricter design target, not a demonstrated care mode [3].

Exploration pressure does not wait for that near-term ladder to finish. On the way to Mars, a one-way radio signal can take up to about 21–23 minutes, with blackouts of about 2–3 weeks [9]. Evacuation to definitive care can be months away. NASA medical operations already place medical authority with the flight surgeon and delegated onboard care with the crew medical officer (CMO) [7]. NASA-STD-3001 Volume 1 requires onboard capability sized to mission length and return time [6]. Those facts motivate asking what happens when no capable human authority can act in time — without rewriting everyday LEO cruise rules.

This Part 5 is that ask: a contingency / Earth-independent extension of the series ladder for a 2027–2033 planning horizon. Higher modes are fallbacks, not default cruise settings.

The 2027–2033 planning horizon

Two pressures define the window:

  1. Exploration / Mars-class Earth-independent ops. Delay and blackout make real-time ground approval unavailable at the worst moments [9]. Onboard treat-and-stabilize capability must grow with distance [6].
  2. AGI + humanoid capability as a planning assumption. For design work in this thought experiment, the foundation assumes that by the late 2020s to early 2030s, AGI-class clinical models paired with sufficiently capable humanoid platforms may be able to safely diagnose, prescribe, treat and operate within certified bounds. That is a foundation planning assumption, not peer-reviewed evidence that AGI exists, works in space, or is approved by any agency. It is also not a schedule guarantee that any product ships by 2027 or 2033.

Parts 1–4 remain the near-term demonstrated design space (rungs 1–3). Part 5 extends them; it does not erase “robot never diagnoses” for everyday ops.

Extended autonomy ladder (rungs 1–5)

Yang and colleagues describe six levels of medical-robot autonomy, from none through full autonomy [8]. Part 1 mapped three practical spaceflight rungs onto the lower part of that language [1]. Part 5 keeps rungs 1–3 and adds two contingency-only rungs:

RungNameRobot roleDefault vs contingency
1Ground-steeredHuman drives each motionDefault when the link is good
2Supervised autonomyHuman starts a defined task; can stop anytimeDefault for library protocols today (RENAL / PHARM max) [2][4]
3Conditional autonomyPropose → human approve → escalate / hand backDesign target under delay; still human-gated [3]
4Certified clinical autonomy (envelope)Within a pre-certified condition / protocol envelope, may assess, select from an approved formulary and action list, treat, and assist procedures — only after contingency armingContingency only
5Full contingency AGI careBroader clinical judgment (diagnose / prescribe / treat / operate) when no capable human authority can act in timeLast resort; narrowest triggers; highest gates

Default cruise: human medical authority (flight surgeon / CMO chain) plus rungs 1–2, with rung 3 only where a program has cleared proposal/approve branches under delay [3][7]. Rungs 4–5 never self-select as the everyday mode.

Rough Yang mapping for the new rungs (illustrative, not regulatory): rung 4 ≈ high autonomy inside a locked envelope; rung 5 ≈ full autonomy under last-resort triggers [8]. Spaceflight still needs mission-specific gates that Earth OR frameworks do not supply.

Contingency arming triggers (explicit and auditable)

Higher modes kick in only when human support is unavailable or insufficient. Arming is an auditable state change [V2 10162], [V2 10164], not a soft mood.

Examples a pre-mission contingency matrix would map (trigger → max rung → allowed envelopes):

  1. Ground medical unreachable beyond a mission-set timeout (Mars delay, conjunction blackout, sustained loss of private medical link) [7][9].
  2. CMO incapacitated, missing, or unable to perform (injury, EVA, concurrent emergency, or the CMO is the patient) [6].
  3. Capable human present but insufficient for the acuity or time available (skill gap, not enough hands, multiple casualties).
  4. Pre-mission signed matrix owned by the flight surgeon program: which triggers allow which max rung and which ICL-class envelopes [10].
  5. Arming preference: prefer human-declared arming whenever any capable human exists; allow auto-arm only for pre-listed time-critical envelopes when no capable human can declare.

Every arming event logs: trigger ID, evidence, declared vs auto, max rung, envelope IDs, confidence, and who (if anyone) concurred [V2 10163], [V1 7003].

Safe defaults and hand-back

  • Human support returns → automatic de-arm to rung ≤3; humans reclaim authority; mode change is announced [V2 10162], [V2 10164].
  • Uncertainty or out-of-envelope → stop or escalate to the safest holding actions (airway support already started, hemorrhage control already in progress, monitoring, alert). The robot never invents unlisted drugs, doses, or procedures.
  • Full black-box + human-readable log: trigger, confidence, differential, orders, actions, overrides, and de-arm reason — protected as private medical data [V1 6003], [V1 7003], [V2 10163], [V2 10170], [V2 10171].
  • Override preserved: any capable human can stop or take over at any time [V2 10165], [V2 10168].
  • Tension with today’s NASA-STD-3001 §10.6: the standard requires human start and human-only restart after emergency stop [V2 10174], plus override and safe defaults [5]. Contingency auto-start under defined triggers would need standards evolution (pre-authorized auto-arm for listed envelopes) while keeping override and hand-back when any capable human can act. This article does not claim that evolution has happened or that NASA has approved it.

Certification gates before any rung 4/5 use (planning, not claiming done)

None of the following is asserted as complete today:

  1. Co-certification of model + robot + kit against an exploration condition list (ICL-class scale and selection logic as published for exploration planning — 120 conditions in ICL 1.0 from 443 candidates in the cited abstract) [10].
  2. Blinded Earth clinical + analog + delay-sim trials with pass/fail criteria set in advance (same discipline as Part 3’s validation ladder) [3].
  3. Formulary and procedure allow-lists with expiry and mismatch → quarantine still applying unless a pre-authorized rung-5 override class is logged. Part 4’s supervised pharmacy path remains the default; contingency prescribe does not silently delete quarantine for unmatched physical items [4].
  4. Independent safety board + flight surgeon program approval for each envelope and for the contingency matrix (Part 3’s protocol vs each-run distinction, extended) [3][7].
  5. Liability and consent remain open as in Part 1: Outer Space Treaty Article VI responsibility and supervision; Liability Convention Article VII gaps for injuries to a launching state’s own nationals / participants; no rule set found that settles care-robot patient harm in space [1][11][12].

Until those gates are real, the public status of rungs 4–5 is the same as the rest of this series: conceptual; not for clinical use.

Worked vignette (speculative)

Speculative vignette only. Not a real case, not a protocol, not clinical guidance. Labels a possible arming path under the framework above.

Setting: Mars-class transit; one-way delay ~20 minutes; private medical link degraded past the mission timeout. A crewmember develops a time-critical condition on the pre-certified envelope list. The CMO is incapacitated in the same event. No other crewmember meets the matrix’s “capable authority” bar for that acuity.

  1. Trigger: matrix rows “ground medical unreachable past timeout” + “CMO unable to perform” fire; evidence logged.
  2. Arm: auto-arm to rung 4 for the matching envelope (not rung 5 — broader judgment not required by the matrix for this envelope). Mode announced ship-wide and queued to Earth [V2 10162].
  3. Act within envelope: assess against allow-listed findings; select from approved formulary/actions; treat and assist only listed procedures; mismatch or out-of-envelope → hold / safest actions, no invention.
  4. Hand-back: hours later the link returns and a capable human (flight surgeon uplink or recovered CMO) takes authority → automatic de-arm to rung ≤3; full log available for review [V2 10163], [V1 7003].

If the envelope had not matched, the robot would not invent a path — it would hold and escalate. Rung 5 would appear only if the matrix listed it for that trigger class and no narrower envelope applied.

What does NOT change

  • Everyday LEO / good-link ops stay rungs 1–2 (human authority; supervised library protocols). The robot does not silently become the doctor on a normal station day.
  • “Never diagnoses / no drug advice” remains the default for rungs 1–3 and for all current library drafts [2][4][15]. Contingency exceptions are gated, logged and rare.
  • Privacy: contingency recordings and differentials are private medical data [V1 6003], [V1 7003].
  • Educational disclaimer: nothing here is operational, FDA-cleared, or NASA-approved [16].
  • Capabilities board for rungs 1–3 stays the scannable near-term matrix; rungs 4–5 live in this article and a short contingency note on the board page [13].

FAQ

Is this operational today?
No. No known humanoid has flown as a medical crewmember, and no program has cleared rung 4/5 care robots for flight. This is a thought-experiment framework for a 2027–2033 planning horizon.

What does “AGI” mean here?
A foundation planning assumption: clinical-grade models that, with a capable robot and kit, could safely diagnose, prescribe, treat and operate within certified bounds. It is not a claim that AGI is proven today, that any named product does this, or that NASA has endorsed it.

Who is liable if contingency care harms a patient?
Still an open question. Part 1 notes Outer Space Treaty Article VI responsibility/supervision and Liability Convention Article VII gaps for many crew injuries; we found no rule that settles operator vs maker vs clinician vs crew liability for a care robot in space [1][11][12].

Can the robot prescribe without a human?
Only under armed rung 4 (within a pre-certified formulary envelope) or rung 5 (last-resort broader judgment), after matrix triggers and certification gates — never as default cruise behavior. Today’s library pharmacy path (Part 4) still requires a human order and mismatch quarantine [4].

When does contingency mode turn off?
When human support returns or a capable human reclaims authority: automatic de-arm to rung ≤3. Humans can also override or shut down at any time [V2 10165]. Out-of-envelope or low-confidence states stop or hold rather than widen the mission [V2 10171], [V2 10173].

Do rungs 4–5 replace Parts 1–4?
No. They extend them for Earth-independent contingency. Near-term design, testing and library protocols remain rungs 1–3 [1][2][3][4].

Where this sits on the site

What comes next

  • Keep library walks and validation work on rungs 1–3 as the near-term path.
  • Treat rung 4/5 envelopes as research questions for certification design — not silent edits to RENAL/PHARM defaults. Part 6 lists the protocol-schema arming fields a future envelope must declare before it can arm.
  • Any future protocol that claims contingency prescribe or operate must carry explicit arming fields, allow-lists and de-arm rules; mismatch quarantine for physical items stays unless a logged rung-5 override class is pre-authorized.

Part 5 adds the contingency half of the ladder. It does not clear any robot to diagnose, prescribe, treat or operate today.

How this article was checked

Written with AI assistance on Oct 26, 2026. Autonomy rungs 1–3, NASA-STD-3001 §10.6 IDs, OCHMO-TB-044 medical authority, Yang 2017 autonomy levels, Mars delay fact sheet, ICL exploration-list abstract (NTRS 20205008590), Outer Space Treaty Article VI and Liability Convention Article VII language were reused from Parts 1–4 citations already on this site (URLs/DOIs/PMIDs not invented). AGI capability is labeled throughout as a foundation planning assumption, not as a cited empirical claim.

No named human clinician has reviewed this Part 5 article. An independent AI-assisted pass by the Medical Research Assistant is requested — especially liability wording, NASA-STD-3001 tension with auto-arm, AGI-as-assumption hedges, and prescribe/operate claims.

Evidence profile
Overall certainty
◆◆◇◇ Low (proposed)
Evidence types
E · Expert / operational / standardsA · Terrestrial analogF · Flight data
Literature through
2026-10-26
Requirements referenced 15
RequirementTitlePlain-language meaning
[V2 10161]Automation System Status ProvisionRobot status, including mode (armed/de-armed), shown to the operator.
[V2 10162]Automation Mode Change NotificationArming, de-arming and rung changes are announced.
[V2 10163]Automation Data AvailabilityTrigger, differential, orders and actions are time-stamped and available.
[V2 10164]Automation System Responsibility DelineationShow whether human or machine is expected to act — critical at arming and hand-back.
[V2 10165]Automation and Robotics Override and Shut-DownAny capable human can override and shut down even in contingency modes.
[V2 10168]Automation Failure RecoveryHuman can take over if the robot fails.
[V2 10170]Decision aids explain their reasoningContingency modes must show trigger, confidence, differential and chosen envelope.
[V2 10171]Decision aids state their limitationsOut-of-envelope and low-confidence states are declared, not hidden.
[V2 10172]Automation Safe ModeProtective action when a safety threshold is crossed.
[V2 10173]Safety DefaultStay stopped or in holding actions if the human does not take control when asked.
[V2 10174]System InitiationToday: only a human starts or restarts after e-stop. Contingency auto-arm under pre-listed triggers would need standards evolution while preserving override.
[V1 3004]In-mission medical care capabilitiesPrograms must size onboard diagnose-and-treat capability to mission length and return time — the pressure behind Earth-independent contingency modes.
[V1 3006]Crew Medical OfficerNASA programs plan for CMOs; contingency arming covers CMO incapacitation or absence.
[V1 6003]Private Medical CommunicationsContingency logs remain private medical data.
[V1 7003]Crew Records SecurityArming logs and clinical actions are secured like any medical record.

IDs as published in NASA-STD-3001 Vol. 1 Rev C (2023-09-15) and NASA-STD-3001 Vol. 2 Rev F (2026-07-14). NASA-STD-3001 binds NASA programs; it is not a regulation for commercial flights. Paraphrased. Standards quick reference.

References 16
  1. Space Medicine Foundation. Robotic Medicine series Part 1: Could a humanoid robot be a medical crewmember? A thought experiment. spacemedicinefoundation.org/robotic-medicine/series/humanoid… Other E
  2. Space Medicine Foundation. Robotic Medicine series Part 2: Walking RMP-RENAL-001 end to end. spacemedicinefoundation.org/robotic-medicine/series/walking-… Other E
  3. Space Medicine Foundation. Robotic Medicine series Part 3: Testing robot care in simulation and Earth analogs, and who signs off. spacemedicinefoundation.org/robotic-medicine/series/testing-… Other E
  4. Space Medicine Foundation. Robotic Medicine series Part 4: Walking RMP-PHARM-001 (barcode check, mismatch quarantine, logged CMO override). spacemedicinefoundation.org/robotic-medicine/series/walking-… Other E
  5. NASA. NASA-STD-3001, Volume 2: Human Factors, Habitability, and Environmental Health, Revision F (approved July 14, 2026), Section 10.6 Automated and Robotic Systems. standards.nasa.gov/standard/NASA/NASA-STD-3001_VOL_2 Standard E
  6. NASA. NASA-STD-3001, Space Flight Human-System Standard, Volume 1: Crew Health, Revision C (2023). www.nasa.gov/wp-content/uploads/2023/11/nasa-std-3001-vol-1-… Standard E
  7. NASA OCHMO. Medical Operations. Technical Brief OCHMO-TB-044 (2025). www.nasa.gov/wp-content/uploads/2025/08/ochmo-tb-044-medical… NASA E
  8. Yang GZ, Cambias J, Cleary K, et al. Medical robotics—regulatory, ethical, and legal considerations for increasing levels of autonomy. Sci Robot. 2017;2(4):eaam8638. doi:10.1126/scirobotics.aam8638 PMID:33157870 Peer-reviewed E
  9. NASA. Mars communications disruption and delay (fact sheet, 2023 Moon to Mars Architecture Concept Review). www.nasa.gov/wp-content/uploads/2024/01/mars-communications-… NASA E
  10. Kreykes AJ, Suresh R. Developing a new medical condition list for exploration spaceflight. Aerospace Medical Association meeting abstract, 2021 (NASA NTRS 20205008590). The Integrated Medical Model contains 100 medical conditions; the exploration list (ICL 1.0) has 120, chosen from 443 candidates. ntrs.nasa.gov/citations/20205008590 NASA E
  11. United Nations Office for Outer Space Affairs. Treaty on Principles Governing the Activities of States in the Exploration and Use of Outer Space (Outer Space Treaty), Article VI. www.unoosa.org/oosa/en/ourwork/spacelaw/treaties/outerspacet… Other E
  12. United Nations Office for Outer Space Affairs. Convention on International Liability for Damage Caused by Space Objects (Liability Convention, 1972), Article VII. www.unoosa.org/oosa/en/ourwork/spacelaw/treaties/liability-c… Other E
  13. Space Medicine Foundation. Capabilities at a glance (rungs 1–3 board; contingency note for rungs 4–5). spacemedicinefoundation.org/robotic-medicine/capabilities/ Other E
  14. Space Medicine Foundation. Ground flight surgeon live console (communication-delay simulation). spacemedicinefoundation.org/robotic-medicine/console/ Other E
  15. Space Medicine Foundation. Shared safety rules for the robot-readable protocol library. spacemedicinefoundation.org/robotic-medicine/protocols/#shar… Other E
  16. Space Medicine Foundation. About disclaimer. spacemedicinefoundation.org/about/disclaimer/ Other E

Machine-checked on 2026-10-26: each URL resolved, each DOI's title/journal/year matched via Crossref, and claims were checked against the source text (abstract or full NASA page). Human verification against full text is still required before review. NASA documents are U.S. Government works (public domain) and are summarized with attribution; journal articles are summarized, not reproduced.

Article info
Authors
Pending (AI-assisted)
Reviewer
AI-assisted draft, sources self-checked against Parts 1–4 citations and NASA/UNOOSA URLs already used in the series (Oct 26, 2026); Medical Research Assistant clinical/source pass requested; no named human clinician
Last reviewed
2026-10-26
Literature through
2026-10-26
AI-assisted
Yes (disclosed)
COI
Pending
License
CC BY-SA 4.0
Use
Educational only · Disclaimer
Cite this version
Pending first edition
AI-assisted content for educational use only; not medical advice and not operational guidance. Reviewed: clinical review 2026-10-26 (AI-assisted), by an AI medical research assistant, not a named human clinician. Evidence grades are AI-proposed. Items marked “pending verification” could not be confirmed against a primary source. Disclaimer

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