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AI Portal — Alpha/Experimental

The Alpha/Experimental AI-facing entrance to the Laboratory Campus: typed project jumps, proof-aware task context, and guarded action planning.

Mandatory Status

The AI Portal lane is Alpha/Experimental.

It must not be described as production autonomous memory, an independent source of project truth, or a safety boundary that can replace source, runtime, HELP, metadata, contracts, review, or human authorization.

Purpose

The AI Portal is the AI-facing entrance to the Laboratory Campus. It is being designed to prepare an AI for a specific series of project tasks without requiring the model to ingest the entire ecosystem or depend on lost chat history.

Its intended path is:

task
-> owning project and lane
-> curated, typed jumps between artifacts
-> authority, freshness, risk, and proof checks
-> bounded task context packet
-> guarded action plan
-> proof readback and durable closeout

The working metaphor is frontal memory. The implementation must remain inspectable: every included artifact should identify why it was selected, what authority it has, what evidence supports it, and what remains missing.

What Exists Today

  • repo-local AI orientation and assimilation documents;
  • LabTalk project, app, lesson, concept, proof, and portal registries;
  • a local registry browser and launcher;
  • read-only MAINT AI orientation commands;
  • runtime transcripts and truth-audit reports;
  • the APH-0 through APH-6 hardening plan.

These pieces are useful but do not yet constitute validated autonomous project memory.

Hardening Gates

GateOutcome
APH-0Preserve the lane, remove unexplained drift, make startup reproducible, and establish tests.
APH-1Turn flat registry metadata into a validated graph of typed, directional synapses.
APH-2Compile deterministic, bounded, read-only task context packets—the first useful MVP.
APH-3Add reviewed capabilities, risk classes, approvals, containment, cancellation, and proof transcripts.
APH-4Make task preparation and jump explanation the primary portal experience.
APH-5Curate the graph and packet history in x64base with deterministic portable exports and recovery.
APH-6Turn portal behavior into DotTalk++ lessons and measure cold-start task performance.

Safety and Authority

  • Read-only preparation is the default.
  • A registry record cannot grant itself execution authority.
  • Missing or contradictory evidence must be visible before action.
  • Mutating operations require explicit, separately reviewed capabilities and approval.
  • A generated packet is working context, not a new source of runtime truth.
  • Website summaries remain downstream reviewed derivatives.

Campus Role

The AI Portal is both an engineering tool and a lesson. Its graph records, context budgets, validation failures, safety gates, transcripts, and evaluation results should become inspectable DotTalk++ and Laboratory Campus material.

This makes AI participation part of the same co-development loop as engine, documentation, proof, and curriculum work—without pretending the experimental portal is already complete.

See Mission & Vision, Laboratory Campus Overview, Recursive Co-development, and Current Work Lanes.