NeuralWikis 2.7.0 deterministic lab

Teleodynamic AI Reality Lab

A local deterministic lab for operator-bound resource economy, distinction review, packet lifecycle, self-organization demos, and experiment replay evidence.

Claim boundaries

Simulation Scope

  • Deterministic simulation only; no live model training or external model API calls.
  • No claim of AGI, consciousness, sentience, biological equivalence, benchmark superiority, certification, or safety guarantee.
  • Submitted JSON is treated as inert data and is never executed, fetched, probed, or promoted automatically.
  • Every structural recommendation remains pending human review.

Operator-safe status

Lab Components

Custom simulations

Bounded Replay Tools

Scenario and step inputs are treated as inert parameters. The lab bounds replay length, avoids arbitrary URL fetches, and never mutates production state.

Resource tension, 7 steps

Replay budget pressure and review readiness without mutation.

Run JSON preview

Operator safety, 12 steps

Replay add, merge, retire, and no-op boundaries with bounded inputs.

Run JSON preview

Packet lifecycle, bounded

Replay lifecycle gates and evidence readiness with max supported steps.

Run JSON preview
noop

No-op

Preserve the current structure when evidence does not justify maintenance cost.

Cost
0
Risk
1
Effect
state_preserved
add_distinction

Add Distinction

Create a new reviewed distinction when evidence gain outweighs future upkeep.

Cost
12
Risk
4
Effect
candidate_added_to_review
merge_distinctions

Merge Distinctions

Combine overlapping distinctions to reduce duplicated review burden.

Cost
7
Risk
3
Effect
overlap_reduced
retire_distinction

Retire Distinction

Remove a low-utility distinction from active consideration after review.

Cost
5
Risk
2
Effect
maintenance_reduced

Resource economy

Budget And Phase-Lock Replay

T1
97.36
0.775
T2
95.5
0.705
T3
94.3
0.729
T4
93.25
0.789
T5
91.49
0.753
T6
90.29
0.758
T7
83.85
0.769
Resource economy JSON

Packet lifecycle

Inert Review Gates

passed

Inert Intake

JSON envelope accepted as inert data.

mutation=False
passed

Quarantine

Source remains isolated until review.

mutation=False
passed

Schema Gate

Required public fields are present in the replay fixture.

mutation=False
warning

Resource Economy

Cost/utility ratio requires operator review before adoption.

mutation=False
pending

Human Review

No structural change is promoted automatically.

mutation=False
ready

Evidence Export

Replay, comparison, chart, and ledger artifacts are exportable.

mutation=False
Lifecycle JSON

Experiment suites

Deterministic Replay Catalog

Downloads

Evidence Archive Formats

Evidence ledger

Replay Evidence

Record Type Evidence Mutation
td-ledger-lab-001 lab_release /api/teleodynamic/lab False
td-ledger-resource-001 resource_economy_replay /api/teleodynamic/resource-economy False
td-ledger-suite-90c47e080c4d experiment_suite /api/teleodynamic/experiments/suite-resource-economy/replay False
td-ledger-suite-50a3a42ebd65 experiment_suite /api/teleodynamic/experiments/suite-operator-registry/replay False
td-ledger-suite-319932d3f2bc experiment_suite /api/teleodynamic/experiments/suite-packet-lifecycle/replay False

Machine routes

Teleodynamic API Surface

GET /teleodynamic-ai-lab/

HTML Reality Lab overview.

GET /teleodynamic-ai-lab/experiments/

HTML experiment suite index.

GET /teleodynamic-ai-lab/experiments/

HTML suite detail.

GET /api/teleodynamic/lab

Full lab JSON payload.

GET /api/teleodynamic/operators

Operator registry.

GET /api/teleodynamic/resource-economy

Resource economy replay.

GET /api/teleodynamic/distinction-engine

Distinction-engine example.

POST /api/teleodynamic/distinction-engine

Evaluate inert candidate JSON.

GET /api/teleodynamic/self-organization

Self-organization graph payload.

GET /api/teleodynamic/packets/lifecycle

Packet lifecycle gates.

GET /api/teleodynamic/review

Human review contract.

POST /api/teleodynamic/review

Create inert review preview.

GET /api/teleodynamic/evidence-ledger

Evidence ledger.

GET /api/teleodynamic/status

Operator-safe lab component status.

GET /api/teleodynamic/simulate

Bounded deterministic custom simulation preview.

POST /api/teleodynamic/simulate

Bounded deterministic custom simulation preview with inert JSON.

GET /api/teleodynamic/export

ZIP evidence bundle.

GET /api/teleodynamic/export.json

JSON evidence archive.

GET /api/teleodynamic/evidence-archive.json

JSON archive index and replay evidence.

GET /api/teleodynamic/experiments

Experiment suite catalog.

GET /api/teleodynamic/experiments/

Suite detail JSON.

GET /api/teleodynamic/experiments//replay

Deterministic suite replay.

POST /api/teleodynamic/experiments//replay

Deterministic suite replay with inert JSON body.

GET /api/teleodynamic/experiments//compare

Comparison report.

GET /api/teleodynamic/experiments//export

Suite ZIP export.

GET /api/teleodynamic/experiments//export.json

Suite JSON evidence export.