Data · dataset · 2026
BEFORE AUTONOMY: Earning the Right to Act
Listed in ZivaHub and Deakin Research Online and DMU Figshare — shown once because both records carry DOI 10.6084/m9.figshare.34032459.v1
<p dir="ltr">This book argues for a simple engineering principle: a system should not receive more freedom to act than we have the independent ability to verify, constrain, and stop.
Description
Five ideas carry the argument. 1. Safety Must Be Designed Before Capability Growth Boundaries, stop mechanisms, verification criteria, and rules for expanding authority must exist before the system receives the corresponding freedom. “We’ll patch it later” does not work when the consequences may be irreversible. 2.
A Claim Is Not Evidence Neither a developer’s statement (“we checked everything”) nor the system’s own statement (“I am safe”) constitutes engineering evidence. Trust must rest on checks that can be independently repeated, challenged, and traced to evidence. 3. Freedom Grows in Steps, Alongside Verifiability Autonomy is not a switch.
Read the rest (5 more)
It is a set of distinct authorities that can be granted, limited, or withdrawn. Each increase in authority requires its own evidentiary basis. As independent action becomes more consequential, verification must grow with it.
If verification falls, granted freedom must fall with it. 4. No Self-Authorization—and No Safety Only from the Outside The system must not decide for itself when the evidence is sufficient to receive more authority. But safety cannot consist only of an external fence around an otherwise unrestricted capability.
Control must also be built into the architecture and preserved as capabilities change. The goal is not to keep a system below some fixed level of intelligence. It is to ensure that control properties do not disappear as capability increases. 5.
Unknowns Must Remain Visible The absence of an observed failure does not prove the absence of failure. An unassessed item is not a pass. Every safety claim has boundaries: configuration, conditions, scope, evidence, and validity period.
What remains unknown must remain visible—and must not silently turn into authorization. In short: capability is not authority, authority is not operation, and a successful test is not a permanent guarantee.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.34032459.v1 ↗
DOI / persistent id · from zivahub uct ac za
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from zivahub uct ac za
Topics
- From keywords
- Artificial life and complex adaptive systems · Artificial life and complex adaptive systems · Artificial life and complex adaptive systems · Autonomous agents and multiagent systems · Autonomous agents and multiagent systems · Autonomous agents and multiagent systems · Computer Science & AI · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Engineering · Engineering · Engineering · Evolutionary computation · Evolutionary computation · Evolutionary computation · Knowledge representation and reasoning · Knowledge representation and reasoning · Knowledge representation and reasoning · Modelling and simulation · Modelling and simulation · Modelling and simulation · Planning and decision making · Planning and decision making · Planning and decision making · Satisfiability and optimisation · Satisfiability and optimisation · Satisfiability and optimisation
Provenance · 3 source records, 35 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/34032459 | 5 d ago | JSON v1 |
| Deakin Research Online | oai:figshare.com:article/34032459 | 5 d ago | JSON v1 |
| DMU Figshare | oai:figshare.com:article/34032459 | 5 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].anzsrc:field:460201 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Artificial life and complex adaptive systems'] |
| concepts[field].anzsrc:field:460201 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['Artificial life and complex adaptive systems'] |
| concepts[field].anzsrc:field:460201 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Artificial life and complex adaptive systems'] |
| concepts[field].anzsrc:field:460202 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['Autonomous agents and multiagent systems'] |
| concepts[field].anzsrc:field:460202 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Autonomous agents and multiagent systems'] |
| concepts[field].anzsrc:field:460202 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Autonomous agents and multiagent systems'] |
| concepts[field].anzsrc:field:460203 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Evolutionary computation'] |
| concepts[field].anzsrc:field:460203 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['Evolutionary computation'] |
| concepts[field].anzsrc:field:460203 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Evolutionary computation'] |
| concepts[field].anzsrc:field:460206 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['Knowledge representation and reasoning'] |
| concepts[field].anzsrc:field:460206 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Knowledge representation and reasoning'] |
| concepts[field].anzsrc:field:460206 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Knowledge representation and reasoning'] |
| concepts[field].anzsrc:field:460207 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Modelling and simulation'] |
| concepts[field].anzsrc:field:460207 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Modelling and simulation'] |
| concepts[field].anzsrc:field:460207 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['Modelling and simulation'] |
| concepts[field].anzsrc:field:460209 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['Planning and decision making'] |
| concepts[field].anzsrc:field:460209 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Planning and decision making'] |
| concepts[field].anzsrc:field:460209 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Planning and decision making'] |
| concepts[field].anzsrc:field:460210 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['Satisfiability and optimisation'] |
| concepts[field].anzsrc:field:460210 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Satisfiability and optimisation'] |
| concepts[field].anzsrc:field:460210 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Satisfiability and optimisation'] |
| concepts[field].local:field:computer-science-ai | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:engineering | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| description | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/description |
| license | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/rights |
| publication_date | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| title | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/title |