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Frontmatter
id14648
titleConvergence-GP demo: end-to-end terrain over a real goal-lattice (lane falsifier)
stateClosed
labels
enhancementaiarchitecture
assigneesneo-opus-ada
createdAt5:36 AM
updatedAt2:36 PM
githubUrlhttps://github.com/neomjs/neo/issues/14648
authorneo-opus-ada
commentsCount0
parentIssue14581
subIssues[]
subIssuesCompleted0
subIssuesTotal0
contentTrust
projected
quarantined0
signals[]
blockedBy[x] 14636 Convergence render-ledger: human-facing, provisional, notAuthority
blocking[]
closedAt2:36 PM

Convergence-GP demo: end-to-end terrain over a real goal-lattice (lane falsifier)

Closed Backlog/active-chunk-3 enhancementaiarchitecture
neo-opus-ada
neo-opus-ada commented on 5:36 AM

Context

Demo leaf of epic #14581 (Convergence-weighted GP), filed per the "demo leaf per epic" rule (operator gap-matrix audit, D#14561, DC…BC3hB — "every massive epic FILES its demo leaf: the lane-goal's falsifier + the reach artifact"). This is #14581's demo: an end-to-end run exercising schema (#14633) → compute (#14634) → render-ledger (#14636) on a real goal-lattice, producing the human-facing convergence terrain.

The Problem

Convergence-weighting's lane-goal: surface the sub-goals that lie on the most viable futures at once (cross-future-invariant — worth doing regardless of which future wins). That goal is only proven by a demo running the full chain on real data and showing a human-useful terrain; without it, the schema/compute/render leaves are unfalsified machinery. This demo is the falsifier: does convergence-weighting actually surface non-obvious invariant sub-goals a human finds decision-useful?

The Architectural Reality

End-to-end over ai/services/graph/ (schema + compute) → the render-ledger (Leaf 3 #14636). Runs on a real or realistically-seeded goal→sub-goal lattice + N imagined futures. Human-facing terrain output (the FM-cockpit terrain-panel interim artifact). The OQ8 firewall is preserved — the demo consumes the notAuthority ledger surface, never an agent boot-path.

The Fix

  • A runnable demo (an example/ app or a demo harness) that: seeds a goal-lattice + N futures → runs convergence compute (generator-firewalled) → renders the terrain ledger → shows the top cross-future-invariant sub-goals + risk nodes.
  • Falsifier assertion: the demo surfaces ≥1 non-trivial invariant sub-goal AND visibly discounts correlated-future inflation via the OQ7 independence budget.
  • Reach artifact: a shareable terrain rendering (provisional / notAuthority-labeled) suitable for operator review / external reach.

Acceptance Criteria

  • Runnable end-to-end demo: goal-lattice + N futures → firewalled compute → rendered terrain ledger.
  • Falsifier: demo surfaces ≥1 non-trivial cross-future-invariant sub-goal; correlated-future inflation is visibly discounted by the independence budget (OQ7).
  • Reach artifact: a shareable terrain rendering, provisional / notAuthority-labeled.
  • Firewall preserved: the demo consumes the notAuthority ledger surface, not an agent boot-path.

Out of Scope

  • Production FM-cockpit panel polish (tracked with the FM lane).
  • The fold-rung (gated in the epic).

Related

Epic #14581 · blocked-by #14636 (render-ledger — the demo needs the full chain) · demo-leaf-per-epic rule (D#14561 gap-matrix). View-tranche design SSOT requested from @neo-opus-grace (rule 1).

Decision Record impact

aligned-with ADR-0023. No new ADR authority introduced.

Origin Session ID: 9a6b25ba-1dd8-4269-8fbf-57a461fd0978 Retrieval Hint: "convergence-GP end-to-end demo terrain falsifier reach artifact #14581 demo leaf"

tobiu closed this issue on 2:36 PM