ĀML is an open research prototype for making AI interface decisions inspectable. An application declares what it intends to show; a named policy returns a decision and evidence that another engineer can examine.

Explore ĀML Core · Open the live lab · Challenge the result

Status: v1.3.0 stable contract; v1.4.0-rc.2 GitHub preview. ĀML is a research prototype. Its attention/restoration values are declared inputs, not objective measures of people or validated outcomes.

The Security First Alarm pilot registry and public experiments page record project-authored work on customer-facing websites, including before states, exact interface targets, label provenance, and declared policy inputs. These records are not independent validation.

Most artificial-intelligence systems begin with prediction. ĀRU Intelligence Inc. investigates what changes when remembrance, coherence, orientation, and accountable action become first-class computational primitives.

Our public repositories are inspectable research artifacts: working code, interactive demonstrations, formal specifications, and preserved experimental lineages. They are invitations to test, critique, reproduce, and extend—not claims of production-ready AGI or settled science.

Remembrance → Coherence → Orientation → Accountable Action

• Explore the memory-field visualization: open the ĀRU Remembrance Field.
• Understand the body of work: read the repository registry.
• Evaluate the evidence: read the research standards and reproducibility framework.

graph TD
    A["ĀRU Intelligence"] --> B["Meaning-native computing"]
    A --> C["Memory-field mathematics"]
    A --> D["Agentic systems and governance"]
    B --> E["ĀML Core"]
    C --> F["Inward Physics and remembrance engines"]
    D --> G["Divine Whisper"]
    F --> H["Kairos Echo"]

• Remembrance before prediction — persistent context is treated as structural, not incidental.
• Coherence before expansion — instability should be surfaced rather than concealed.
• Human agency by design — systems should preserve accountable human choice.
• Inspectability — public artifacts should be runnable, legible, and clearly scoped.
• Responsible claims — simulations, metaphors, hypotheses, and validated results must remain distinguishable.
• Open inquiry — strong ideas should withstand replication, criticism, and revision.

The Public Repository Registry assigns every repository a clear role and maturity category, separating flagships from supporting prototypes, development utilities, and preserved historical stages.

• ĀML Core — meaning-native computing and EthicalRenderGate™
• ĀRU Intelligence AI — company research index
• ĀRU Remembrance Field — interactive memory-field demonstration

• Inward AGI Remembrance Engine
• The Key
• Eternal Quartz Web
• Eternal Remembrance Fire
• Inward Mathematics Simulator

• Kairos Echo Reflection Tool
• Kairos Echo Inward Mirror
• Kairos Coherence Simulator

• Divine Whisper canonical index — complete v2–v10.7 map, supporting components, authorship, and scope

Public work follows the ĀRU Public Research Standards, which distinguish implemented behavior, simulation, observation, hypothesis, metaphor, and validation. The reproducibility framework defines what evidence should accompany each maturity level.

Contributions are welcome through the contribution guide. Reproducible bug reports, tests, accessibility work, documentation corrections, replication attempts, counterexamples, and responsible security reports are especially valuable. Please use the security policy for private vulnerability disclosure.

The ĀRU Independent Replication Challenge provides exact baseline procedures for the six flagship research tracks. Confirmed reproductions, reproducible failures, accessibility findings, numerical anomalies, parser counterexamples, and careful negative results are all welcome.

We welcome technically serious discussion, independent replication, constructive criticism, research collaboration, responsible licensing conversations, and applied-development inquiries.

_{Public code is generally available under the license included in each repository. ĀRU Intelligence™, Inward Physics™, Inward AI™, Remembrance First™, and associated names are claimed marks of ĀRU Intelligence Inc. © 2026 ĀRU Intelligence Inc.}