Skip to main content

Evolution Timeline

Every version, every correction, every lesson

Correction Notice

Version History

run #1033 Current
FDRP-on-FDRP website refresh — recursive narrative-surface application
  • FDRP applied recursively to its own narrative surfaces (paper + dashboard + this timeline)
  • Scope-narrowed mid-flight from full website portfolio to fdrp.liviu.ai only
  • Audit + GPT-5.5 information-architecture leader + synthesis substrate landed
  • 6 LOW-tier batches shipped (W-01 stats, W-04 cases-cards, W-05 timeline-append, W-07 subsystems, W-08 roadmap, W-09 methodology) + GPT-5.5 cumulative coherence audit + remediation pass. MEDIUM-tier batches (W-06 paper-addendum, W-10 R20-subsystem-page) gated on audit-pass.
R23 Milestone
Plan-Mode Architecture Phase-1 substrate live
  • Three new tables landed: plan_registry, relevance_scores, intersection_proposals (evo_log_ids 735/736/737)
  • Schema-fix required during apply: generated-column sentinel TIMESTAMP-literal-IFNULL pattern
  • Tick-work-meter shipped: DEAD/THIN/NORMAL/DENSE volume tiers + DEAD/VOLUME_INFLATION/LOW_LIFT/ALIGNED/HIGH_LIFT relevance scoring
  • Closes the substrate gap for plan-aware routing and relevance-graded execution
Scope IX Milestone
MLM Phase 1: Manager persona + 3 BIND-MLM rules + 6 decision classes
  • Decision-class preemption ladder: ANDON > CAPACITY > CLIENT > HARVEST > STRATEGIC > COUNSEL
  • Founder-bandwidth signal flow + atomic outbox + epoch fence + stabilization (BIND-MLM-001/002/003)
  • 9-reviewer cross-model convergence: 5-PEAR adversarial panel + 4 GPT-5.5 PEAR critique pairs
  • Manager-tier persona installed BESIDE BIND-052 router; COUNSEL disabled by default
R22
Context Injection Routing designed (substrate gated)
  • Mapping (task_type, project_track, specialist_type) → ordered context bundle
  • Closes the “right specialist selected, wrong context injected” gap discovered in dispatch audits
  • Design landed; implementation gated on R23 plan-mode substrate
R21
Core Router Memory + Multi-CC TMUX Orchestration designed
  • Memory pinning policy for the PIO router working-set
  • Tasklist autonomy daemon to drive durable execution across compaction boundaries
  • Multi-CC TMUX router pattern + cross-instance state sync
  • Sub-waves gated; substrate handoff to R22/R23
R20 Milestone
Computational Engineering Backbone — encoded-physics kernels
  • interceptor-gen: Noyron-pattern drone-design generator, 2,973 LOC of CFD-export STEP AP214 NURBS B-spline + OpenFOAM multi-solid STL
  • airguard-dsp: EKF / TDoA / CFAR / FFT / ACIR signal-processing kernels
  • flexibil rubber-recipe optimizer; lih roi_compute_v2
  • 72 Cargo.toml manifests across 7 parent projects; R20 inserts at WSJF 7.25
Wave R11 Milestone
GPT-5.5-leader cross-model verification protocol
  • GPT-5.5 led architectural design; Opus mirrored as critique; Gemini (then-current) RED-teamed
  • Validated empirically on PS-S6E4 EXP-8: GPT-5.5 produced 6 cited URLs
  • Gemini 3.1 RED-TEAMED + ADDED 3 new techniques GPT-5.5 missed
  • Codifies leader-rotation discipline in cross-model verification cycles
R10 Milestone
R10 cluster: Kaggle-First Compute + Pipeline Watchdog Phase 1 live
  • Kaggle-First Compute: GPU primary, Node 3 requires override_reason
  • Pipeline Watchdog + Sub-Claude Resurrect protocol
  • Cross-Comp Routing + Pre-Stage cron + Cross-Model Strategy cron
  • Encodes the never-stop pipeline directive: D-1 / D0 / D+1 overlap, no standby. See portfolio dashboard.
R8 Milestone
antimatter-building Round 8 CONVERGED
  • FDRP run #1017 closeout: 200 specialist perspectives across 20+ domains
  • Strongest empirical anchor for the expert-persistence emergent pattern (cited in v21.0 abstract)
  • Predates v20.0 publication (2 April 2026); in-scope for the paper itself, surfaced here for completeness
v14.0
Self-evolving architecture paper
  • 1,529 lines, 50+ pages
  • Website companion launched at fdrp.liviu.ai
  • 104 methods catalogued in meta-ontology
v13.0
Ontology v10: 104 methods
  • META REMAP reduced meta-methodology from 33.7% to 7.8%
  • Self-correcting closed-loop pipeline (A13)
  • Vote collector and drift baselines
v12.0
Dashboard evolution: 6 pages
  • Real-time evolution dashboard
  • Method detection gap tracking
  • KEY-ANALYST identification
v11.0
Exponential FDRP
  • Percolation theory: 987 edges, avg degree 1.48
  • Quality genome: 112 rules (13 CRITICAL)
  • Observer entropy tracking
v10.0
DD^n + Concept notes
  • Double Diamond methodology (DD^n)
  • 15 concept notes integrated
  • A/B testing: +22% issues, +27% queries with motivation
v9.0
PIO architecture
  • Principal Intelligence Officer role definition
  • 54 agents catalogued
  • Router architecture (BGP+HFT+ASIC+MoE)
v8.0
Memory MVM + Audit^n
  • Smart decay memory system
  • 10-level escalation
  • Audit convergence process
Retraction Correction
85.7% → 75.0% convergence correction
  • Cross-model verification caught arithmetic error
  • Double-counted findings from overlapping expert domains
  • Corrected rate: 75.0% after deduplication
  • Git commit: eb3dac0
v7.0
Cross-model verification
  • 3 independent LLMs (Claude + GPT-5 + Gemini)
  • Bias pattern detection
  • Backtest harness
v6.0
First public version
  • 62 production runs documented
  • Antimatter building case study
  • SPC + 5S + RAMS framework
Milestone Milestone
Antimatter building study begins
  • First large-scale FDRP application to particle physics
  • Initial expert panel recruitment
Milestone Milestone
First production run
  • FDRP pipeline operational for the first time
  • Initial SPC control charts established