Technology · Agentic → IAM · Open Source · wiki:deep

Earned Autonomy Protocol

The Earned Autonomy Protocol is a practitioner governance methodology for AI in consequential domains: AI does not start with autonomy; it earns it through demonstrated reliability in bounded decisions, logged and verified before scope expands. It defines concepts such as Trust Genesis, decision layers (deterministic / probabilistic / judgment), decision logs, a perception–action split (automate perception claims; human-gate world-binding actions), constitutional vs earned boundaries, Seven EAI Laws, and Thirteen Disciplines. Spec is CC BY 4.0; small research/spec repo from Latamlink LLC / SentinelOS — not a drop-in policy engine.

Why it matters here

An agentic OS that only installs OPA/Cedar/Keycloak still needs a doctrine for when execution scope expands. EAP is the IAM-cell research pointer for earned trust, perception vs action loops, and constitutional invariants (money, filings, unprompted client contact) that must not move on a “good streak.” Prefer OPA/Cedar to evaluate permissions; prefer Keycloak for identity; prefer Headroom (Guardrails cell) for measuring HITL escalation fatigue on coding actions.

How it works

Operators run agents in observation-first mode, evidence-lock decision paths (Trust Composite Scores), automate perception loops that only produce checkable claims, and keep action loops human-gated until genesis/ceremony expands scope. Constitutional boundaries change only by explicit logged human ceremony.

  1. Default: observation / no execution autonomy.
  2. Log and verify bounded decisions; run perception automation.
  3. Gate world-binding actions until evidence justifies a grant.
  4. Expand or revoke scope per domain; never self-grant.

Related: cedar · keycloak · open-policy-agent · topics/13-governance-policy

Flow

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When to reach for it

  • Use when: designing autonomy governance (scope, genesis, constitutional invariants) for high-stakes installs.
  • Skip when: you need an implementable IdP (keycloak) or policy engine (opa, cedar) alone without methodology.
  • Prefer instead: OPA/Cedar for runtime allow/deny; EAP for the rules of when those allows may widen.

Limits

  • Spec, not a binary: you still implement gates in OPA/Cedar/product code.
  • Vendor narrative risk: chronology and production claims are author-asserted — verify against your corpus before treating as measured fact.
  • Tiny star / consultancy origin: treat as doctrine input, not CNCF infrastructure.
  • Not the identity store or policy DSL.

Linked from

What we checked

Claims below are backed by science sources on disk.

Protocol / earned autonomy framing

earned-autonomy-protocol · MODERATE

The Earned Autonomy Protocol is a governance framework for AI systems in consequential domains: trust is earned through evidence, not assumed at deployment.

Contrast vs Headroom HITL

Headroom contrast · MODERATE

LangChain is a framework for building agents and LLM-powered applications.

Contrast vs OPA engines

OPA contrast · MODERATE

The agent engineering platform.

In this research stack

Features and peers linked from the catalog map — not a second product surface.

Features it supports

Same cell

Stack

Document management

No DM vendor crosswalk edges yet.

Source

Primary repo github.com/LatamlinkLLC/earned-autonomy-protocol · Open Source

technologies/earned-autonomy-protocol/README.md

Research inventory

9 tags · 13 out · 14 in · 3 artifacts · 0 gaps · 32 corpus docs

Catalog tags

landscape.layer
Agentic
landscape.subcategory
IAM
license_tag
Open Source
maps.dm
present
maps.features
10
one_liner
IAM
review.depth
science
slug
earned-autonomy-protocol
title
Earned Autonomy Protocol

Artifacts

  • dm_map · present · technologies/earned-autonomy-protocol/document-management.md
  • features_map · present · technologies/earned-autonomy-protocol/features.md
  • readme · present · technologies/earned-autonomy-protocol/README.md

Out · alternative_to

Out · maps_to

In · alternative_to

In · in_stack

In · maps_to

Corpus tags

category
Agentic → IAM
dedication
open-source
feature
access-vs-authority
agent-identity-interoperability
autonomy-levels
exception-first-participation
governance
human-oversight-guardrails
r2-13-governance-policy
r2-16-approval-calibration
security-identity-governance
wt-human-policy
kind
map_edge
tech_features
tech_quote
tech_readme
tech_science_source
tech_section
needs_deepen
false
quality
ok
section
Evidence
Features map
GitHub map
How it works
Limits & failure modes
Links
Scientific notes
What it is
When to use / skip
Why it matters here
slug
earned-autonomy-protocol
source_id
eap-github
headroom-contrast
opa-contrast
technology
earned-autonomy-protocol

Corpus documents (32)

map_edge · 10

  • earned-autonomy-protocol → access-vs-authority
  • earned-autonomy-protocol → agent-identity-interoperability
  • earned-autonomy-protocol → autonomy-levels
  • earned-autonomy-protocol → exception-first-participation
  • earned-autonomy-protocol → governance
  • earned-autonomy-protocol → human-oversight-guardrails
  • earned-autonomy-protocol → r2-13-governance-policy
  • earned-autonomy-protocol → r2-16-approval-calibration
  • … +2 more

tech_features · 1

  • Earned Autonomy Protocol · features

tech_quote · 7

  • Earned Autonomy Protocol · eap-github
  • Earned Autonomy Protocol · eap-github
  • Earned Autonomy Protocol · eap-github
  • Earned Autonomy Protocol · headroom-contrast
  • Earned Autonomy Protocol · headroom-contrast
  • Earned Autonomy Protocol · opa-contrast
  • Earned Autonomy Protocol · opa-contrast

tech_readme · 1

  • Earned Autonomy Protocol

tech_science_source · 3

  • Earned Autonomy Protocol · eap-github
  • Earned Autonomy Protocol · headroom-contrast
  • Earned Autonomy Protocol · opa-contrast

tech_section · 10

  • Earned Autonomy Protocol · Evidence
  • Earned Autonomy Protocol · Features map
  • Earned Autonomy Protocol · GitHub map
  • Earned Autonomy Protocol · How it works
  • Earned Autonomy Protocol · Limits & failure modes
  • Earned Autonomy Protocol · Links
  • Earned Autonomy Protocol · Scientific notes
  • Earned Autonomy Protocol · What it is
  • … +2 more