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Administrator+Wiki Drafting Session Handoff 2026 04 08

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Wiki Drafting Session Handoff — 2026-04-10 (Updated End of Session 16 — Ecosystem Pass Complete)

Session 16 Summary (Ecosystem Drafting Pass — All 4 Companies Complete)

Created new top-level Ecosystem section (10th Home section) with 4 ecosystem company cards:

Card Type ID Key Sources
Ecosystem+Magi Draft index 7177 magi-archive, Magi Weekly transcripts
Ecosystem+Magi+Magi Full Draft + 4 subcards 7180, 7182, 7184, 7186, 7187 MAGUS Core Design Doc, Tools cards, Applied AGI plan
Ecosystem+EARTHwise Draft index 7190 earthwiseagi.io, earthwise.global, ai-server repo
Ecosystem+EARTHwise+Elowyn Draft technical 7193 ai-server codebase, SOW, earthwise.games
Ecosystem+SophiaVerse Draft index 7196 sophiaverse.ai, Medium articles, local repos (historical snapshots)
Ecosystem+Rejuve Draft index 7199 singularitynet.io, rejuve.bio, custom-atomspace-builder repo

Calibration Passes Applied

  • Magi: Status lines tightened, Partners→Ecosystem relationships, ai-server “shared codebase” not “joint venture”, Neoterics attributed to SingularityNet
  • EARTHwise: Blockchain→Web3/Sequence, “production-ready”→”most mature subsystem”, “operational”→sourced per earthwise.games
  • SophiaVerse: Metamask→Sequence wallet, Articy Draft version corrected, ASI Chain link fixed, local repos marked as historical snapshots
  • Rejuve: AtomSpace link fixed, BayesExpert status softened

Reviewer Sign-Off

  • Codex: Approved all 4 cards after calibration fixes
  • Gemini: Approved ecosystem pass as 100% complete

Ecosystem Drafting Pass — Plan (Sessions 16-19)

Scope: Draft wiki cards for 4 ecosystem companies building on Hyperon: Magi, EARTHwise/Elowyn, SophiaVerse, Rejuve Bio.

Authority rule: Hyperon wiki is authoritative on topics it already covers. Magi-archive content predates full RawData. Do NOT overwrite well-covered Hyperon wiki content.

Source Map

Company Primary Sources Local Repos
Magi magi-archive Neoterics (~20 docs), Tools (5 cards), Magi Weekly transcripts (16) ai-server (BitBucket, joint with EARTHwise)
EARTHwise/Elowyn magi-archive Games+Elowyn (~6 docs), investor decks, transcripts (2) ai-server, elowyn-client, FRAG-Games/elowyn
SophiaVerse Mattermost (~63 mentions), online research SophiaLabsDevs, ai_cube, aisandbox, sail2_bfg5
Rejuve Bio Mattermost (~157 mentions), online research custom-atomspace-builder, das

Execution Order

  1. Magi (~1 session) — richest existing docs
  2. EARTHwise/Elowyn (~1 session) — good magi-archive + local repos
  3. SophiaVerse (~1 session) — local repos + online research
  4. Rejuve Bio (~0.5 session) — local repos + online research

Cards to Create

  • Magi (index + Full with subcards) — under new top-level Ecosystem section
  • EARTHwise (index + Elowyn subcard)
  • SophiaVerse (index, possibly Full)
  • Rejuve Bio (index)

Key Ownership Notes

  • Neoterics brand owned by SingularityNet, not Magi — present as historical context only
  • ai-server: joint Magi/EARTHwise venture (developed by Magi, owned by EARTHwise)

Wiki Placement

New top-level Ecosystem section on Home TOC (10th section).

Session 15 Summary (Editorial Pass — Steps A-E Complete)

Completed the A-E editorial pipeline across all 15 Full cards:

Refactored Cards (9 of 9 — subcards created)

| Card | Subcards | IDs | |——|———-|—–| | ECAN Full | 4 | 7094, 7096, 7100, 7098 | | PLN Full | 5 | 7102, 7104, 7106, 7108, 7109 | | AtomSpace Full | 5 | 7111, 7113, 7115, 7117, 7118 | | Semantic Parsing Full | 4 | 7120, 7122, 7124, 7126 | | MOSES Full | 4 | 7128, 7130, 7132, 7133 | | MetaMo Full | 3 | 7135, 7137, 7139 | | OpenCog Legacy Full | 4 | 7141, 7143, 7145, 7147 | | MORK Full | 4 | 7149, 7151, 7153, 7155 | | MeTTa Full | 4 (Core Mechanisms and Type System, Formal Foundations and Operational Semantics, Language Stack and Implementations, Status and Resources) | 7157, 7159, 7161, 7162 | | PRIMUS Full | 4 (Architecture and Core Dynamics, Components and Integration, Cognitive Synergy, Lineage and Resources) | 7164, 7166, 7167, 7169 |

Light Pass Cards (5 of 5 — breadcrumbs + cross-links)

DAS Full, ASI Chain Full, TransWeave Full, WILLIAM Full, Self-Modification and Safety Full — all received breadcrumb navigation and Related cards blocks.

Tags Applied

All 15 Full parent cards now tagged ai_reviewed on their +tag subcards.

Reviewer Notes Implemented

  • MeTTa Full: Preserved h3 structure, four-register state machine math prominent in Foundations subcard, restrained cross-links (4 in Related block only)
  • PRIMUS Full: Cognitive synergy pairs cross-linked to PLN Full, MOSES Full, ECAN Full in Key Synergy Pairs section; TransWeave linked in CogPrime→PRIMUS evolution section

Standard Applied

Parent cards: breadcrumb + metadata + h3 section map with brief descriptions + inclusions + Related cards block. Subcards: h4 headings, no deeper nesting. 4-5 clusters max per card.

Session 14 Summary (Final Integration — First Drafting Pass Complete)

Home TOC Integration: Already Complete

The Home+table of contents and Home+detail already contain all 8 sections with working sub-TOCs: 1. About Hyperon (5 index cards + 2 Full companions) 2. MeTTa Programming Language (+ Full companion) 3. ASI Chain Runtime Environment (+ Full companion) 4. Knowledge Representations (DAS, MORK + Full companions) 5. Hyperon AI Algorithms (12 index cards, 7 with Full companions) 6. Cognitive Architectures (PRIMUS, MeTTaClaw, HyperClaw + Full companion) 7. Applications (Game AI, Social Robotics, Bioinformatics, Mathematics) 8. Publications (Books, Papers)

Editor-facing layers NOT in Home (correct — accessible via search/direct links only): - Implementation Families (10 family cards cataloguing ~120 repos) - Technical Companions (index pointing to 15 +Full cards) - Publication Maps (4 source maps)

Math Sweep: Clean

All Session 13 KaTeX formulas verified: inline \(...\) delimiters, valid syntax. No new display-mode formulas added. No rendering issues found.

Draft Status: Ready for Human Review

All 15 Full cards remain type: Draft, tag: ai_generated. Only human administrators should promote to Published. The cards are technically complete and cross-referenced, with multi-source enrichment (publications, transcripts, Mattermost, mailing list).

Session 13 Summary (Phase B Complete — opencog-ml Systematic Survey)

Systematic high-signal architecture pass complete over the opencog-ml mailing list (708 threads total, ~174 surveyed). 5 parallel agents read ~115 triaged threads. 7 Full cards patched with mailing-list-backed findings.

Session 13 Patches

Card Key Additions Source
PLN Full TV interpretation tension, ImplicationScopeLink semantics, evidence tracking, linear logic connection, rules-as-atoms architecture, PLN vs MLN with weight formula, inference control learning, BC as FC control, Classic PLN performance baseline, fibered products mailing-list-backed
ECAN Full Fringe spreading (3rd diffusion mode), directional diffusion/Hebbian split, virtual-Hebbian calibration, PageRank comparison, parameter sensitivity, IIT evaluation metric mailing-list-backed
MOSES Full Imbalanced category handling, AtomSpace-MOSES demes, ensemble nature/fitness bottleneck, legacy isolation, Reduct algebraic reorganization, conciseness advantage mailing-list-backed
MetaMo Full OpenPsi context/action conflation, events→modulators→emotions causal flow, temporal reasoning gap, ECAN-mediated goal pursuit mailing-list-backed
Semantic Parsing Full LG-CCG/WG convergence, no-links-crossing constraint, RelEx deliberately shallow, catena mechanism, learn pipeline sheaf target, SENF/Lojban lineage, unified parsing-reasoning vision, WG algebraic formalization mailing-list-backed
AtomSpace Full Code-is-data rationale, hypergraph indexing advantage, type-checking=PM equivalence, PLN/PM Kripke duality, LG sheaf influence, PostgreSQL rationale, full Performance Architecture section mailing-list-backed
OpenCog Legacy Full Component maturity, CogServer criticisms, anti-CYC philosophy, pattern mining evolution with surprisingness metric mailing-list-backed

First Drafting Pass — Final Inventory

+full Technical Companions (15 cards, all multi-source enriched)

| Card | Enrichment Sessions | Sources Used | |——|——————-|————–| | PLN Full | S4, S8, S9, S10-12, S13 | Publications, transcripts, Mattermost, mailing list | | MORK Full | S4, S8, S9, S10-12 | Publications, transcripts, Mattermost, mailing list | | ECAN Full | S6, S13 | Publications, Mattermost, mailing list | | DAS Full | S1 | Publications | | ASI Chain Full | S4 | Publications | | MetaMo Full | S4, S13 | Publications, mailing list | | PRIMUS Full | S5 | Publications | | MeTTa Full | S4, S8 | Publications, transcripts | | MOSES Full | S13 | Publications, mailing list | | AtomSpace Full | S10-12, S13 | Publications, mailing list | | OpenCog Legacy Full | S10-12, S13 | Publications, mailing list | | Semantic Parsing Full | S10-12, S13 | Publications, mailing list | | TransWeave Full | S1 | Publications | | WILLIAM Full | S1 | Publications | | Self-Modification and Safety Full | S1 | Publications |

Other Card Layers

  • Index-Layer Cards Enriched: Weakness Theory (S5+S6), SubRep (S5)
  • Application Cards: Game AI (S6+S7), Social Robotics (S6), Bioinformatics (S6), Mathematics (S1)
  • Implementation Families: 10 families (~120 repos catalogued)
  • Publication Maps: 4 complete (WP2025, BBM, Meta-MeTTa, MORK Theory)
  • Index Cards: 3 (Technical Companions, Implementation Families, Publication Maps)

RawData Pass Status

  • Phase A (transcripts + Mattermost): COMPLETE (Sessions 8-9)
  • Phase B (opencog-ml mailing list): COMPLETE (Sessions 10-13) — systematic high-signal architecture pass, ~174/708 threads surveyed
  • Phase C (companion publications): OPTIONAL — not started, deferred

Reviewer Sign-Off

  • Codex: Approved Phase B as complete. Adversarial pass found no material card omissions. Recommends freeze.
  • Gemini: Approved Phase B as 100% complete. Independent audit confirmed technical precision. Authorized Session 14 finalization.

Process Rules (unchanged)

Card type: Draft. Tags: ai_generated. Math: \(...\) / \[...\]. Mirror naming: owner/repo. Matt Iklé. Density target: MORK/DAS level. BBM Faithfulness. Evidence hierarchy: publications > transcripts > Mattermost > opencog-ml. Provenance tags: publication-backed, transcript-backed, discussion-backed, code-corroborated, secondary-summary.

Memory Files

  • memory/wiki_second_pass_checklist.md — all high-priority items resolved
  • memory/wiki_full_cards_progress.md — updated with S5+S6 enrichments
  • memory/wiki_layer2_wave2_plan.md — completed
  • memory/wiki_layer2_wave3_backlog.md — completed
  • memory/wiki_layer3_publication_maps.md — ALL 4 MAPS COMPLETE
  • memory/feedback_bbm_editorial.md — BBM Faithfulness rule
  • memory/wiki_rawdata_pass_plan.md — RawData survey phases, all complete
  • memory/opencog_ml_triage.md — COMPLETE — all 708 threads triaged, ~174 surveyed

Session 17 — Source Discovery Batch 1: Core Language & Runtime (2026-04-10)

Scope: Read 5 local doc files, enrich MeTTa Full and AtomSpace Full, create Learning Resources card, web search for external sources, verify related cards.

MeTTa Full Enrichments (3 subcards patched)

  • Core Mechanisms and Type System — Added: formal S-expression grammar (EBNF structure, tokenizer mechanism), 7 elementary types, 3 special result atoms (Empty/NotReducible/Error with distinct semantics), evaluation algorithm dispatch (metta → type_cast/interpret_expression/interpret_tuple/metta_call)
  • Formal Foundations — Added: minimal MeTTa instruction set (8 core operations: eval, chain, function/return, unify, cons/decons-atom, collapse-bind, superpose-bind), Turing completeness proof, relationship to MOPS, self-hosting interpreter design
  • Language Stack — Added: module system (hierarchical namespaces, 3 import modes, PkgInfo/catalog-based name resolution, file formats), MeTTaTron performance characteristics (242.9× type lookup, 10.3× fact insertion, Tokio threading, direct Rust Rholang linking)
  • Status and Resources — Added: module system finalization as open research direction

AtomSpace Full Enrichment (1 subcard patched)

  • Implementations — Added: module system cross-reference under Hyperon Experimental section

New Card Created

  • MeTTa Programming Language+Learning Resources (ID 7210, Draft) — 51-lesson mettatraining curriculum (6 modules: Foundations → Advanced Logic → Non-Determinism → MORK Integration → MM2 Deep Dive → Cognitive Architectures), plus links to metta-lang.dev, metta-examples, metta-testsuite, MeTTa-AI-Assistant
  • MeTTa Programming Language+table of contents updated with Learning Resources and Full links

External Sources Catalogued

  • RawData+External Sources (ID 7206) expanded with 8 new sections: Core Hyperon/MeTTa (hyperon.opencog.org, metta-lang.dev, wiki.opencog.org, blog.opencog.org), Research/Publications (6 papers including AGI-25 Springer), Conferences (AGI-24, AGI INLP Workshops), Community/Developer (Link Grammar, PyPI, DeepWiki)
  • RawData+External Sources+Source Inventory (ID 7208) — 5 Batch 1 items marked COMPLETE, 5 new external source rows added with details from web search

Related Cards Verified (no corrections needed)

  • MeTTaTron, MeTTa-IL, F1R3FLY, ASI Chain Full — all consistent with local docs

Sources Used

| Source | Provenance | Cards Enriched | |——–|———–|—————-| | hyperon-experimental/docs/metta.md | repo-doc | MeTTa Full Core Mechanisms, MeTTa Full Formal Foundations | | hyperon-experimental/docs/minimal-metta.md | repo-doc | MeTTa Full Formal Foundations | | hyperon-experimental/docs/modules_dev.md | repo-doc | MeTTa Full Language Stack, AtomSpace Full Implementations | | mettatraining/docs/curriculum.md | repo-doc | Learning Resources (new card) | | MeTTa-Compiler/docs/ARCHITECTURE.md | repo-doc | MeTTa Full Language Stack (MeTTaTron entry) | | metta-lang.dev | official-site | Learning Resources | | hyperon.opencog.org | official-site | External Sources | | wiki.opencog.org | official-site | External Sources, Source Inventory | | SingularityNET Medium (8 articles) | blog/post | External Sources | | AGI-25 Springer proceedings | publication | External Sources, Source Inventory | | linas.orgpublications | publication | External Sources, Source Inventory |

Next: Batch 2 — AI Algorithms (PLN, ECAN, MOSES, Pattern Mining)

Best targets: PLN Full (enrich from .github-wikis/PLN rules list), MOSES Full (enrich from mosesDocs/chapter_1.md), then SynerGAN (new card from .github-wikis/semantic-vision)

Session 17 — Source Discovery Batch 2: AI Algorithms (2026-04-10, continued)

Scope: Enrich PLN Full, check MOSES Full, create SynerGAN card, verify Pattern Mining coverage.

PLN Full Enrichment (1 subcard patched)

  • Core Mechanisms and Inference — Expanded inference rules list from 6 to 12 (added: Symmetric Modus Ponens, Inversion, Equivalence to Implication, Evaluation Implication, Inheritance-based argument replacement, Member Deduction). Added complete MeTTa API documentation: PLN.Derive and PLN.Query entry points with parameter descriptions, sentence format, evidence ID tracking, and git-import mechanism.

MOSES Full — No Enrichment

  • mosesDocs chapter_1 contains only a combo tree typedef definition; chapter_2 is empty. MOSES Full already covers knob-based representation adequately. Skipped.

New Card Created

  • About Hyperon+Neural-Symbolic Integration+SynerGAN (ID 7213, Draft) — Architecture overview (generative + discriminative players with symbolic PLN/Pattern Mining integration), bidirectional feedback via SampleLink, Compositional SynerGAN for hierarchical scene understanding, implementation milestones, extensions to multimodal perception.

Pattern Mining Verification

  • Pattern Mining card already covers I-surprisingness, FISHGRAM reference, MORK integration, PRIMUS role, TransWeave framework. FISHGRAM publication map cross-reference adequate. No enrichment needed.

Sources Used

| Source | Provenance | Cards Enriched | |——–|———–|—————-| | .github-wikis/PLN/Supported-inference-rules | github-wiki | PLN Full Core Mechanisms | | .github-wikis/PLN/Home (Usage/API guide) | github-wiki | PLN Full Core Mechanisms | | .github-wikis/semantic-vision (8 files) | github-wiki | SynerGAN (new card) | | mosesDocs/src/chapter_1, chapter_2 | repo-doc | None (too thin) |

Next: Batch 3 — Infrastructure (MORK, DAS)

Best targets: DAS Full (enrich from das/docs — architecture, query engine, attention broker), MORK Full (enrich from MeTTa-Compiler MORK special forms doc)

Session 17 — Source Discovery Batch 3: Infrastructure (2026-04-10, continued)

Scope: Enrich DAS Full and MORK Full with local repo documentation.

DAS Full Enrichment (Core Mechanisms section patched)

  • Query Tree Architecture — Added: Sources (leaf nodes, STI-sorted candidates from AtomDB), Operators (Boolean AND/OR/NOT), Sinks (root delivering results). 3-step pipeline: parsing → execution planning → query execution. Elements deployable as threads/processes/machines with pluggable channels.
  • Attention Broker Details — Added: per-context Hebbian networks with independent STI values, co-occurrence probability weights, implicit (query-driven) and explicit (user-requested) STI update modes.
  • Query Evolution — Added: BOA-inspired algorithm that samples populations via Attention Broker, evaluates user fitness functions, and biases STI toward high-fitness atoms across generations.
  • Service Bus — Added: SOA communication mediator with pluggable transport.

MORK Full Enrichment (Architecture and Ecosystem section patched)

  • MORK Special Forms — Added new h4 section documenting 4 MeTTaTron special forms:
    • exec — Rule execution with conjunction antecedents, priority ordering, space operations
    • coalg — Coalgebra patterns for tree transformations with explicit result cardinality
    • lookup — Conditional fact queries with success/failure branches, nestable
    • rulify — Meta-programming: generates exec rules from coalgebra definitions
  • Conjunction Pattern — Documented (,) uniform wrapper semantics (~36% code reduction, ~80% fewer bugs)

Sources Used

| Source | Provenance | Cards Enriched | |——–|———–|—————-| | das/docs/conceptual_documentation | repo-doc | DAS Full Core Mechanisms | | MeTTa-Compiler/docs/MORK_SPECIAL_FORMS | repo-doc | MORK Full Architecture and Ecosystem |

Next: Batch 4 — NLP & Semantics

Best targets: .github-wikis/metta-morph (Scheme interop docs), Linas Vepstas publications (sheaf theory, Link Grammar)

Session 17 — Source Discovery Batch 4: NLP & Semantics + Batch 5: Ecosystem (2026-04-10, final)

Batch 4: NLP & Semantics — COMPLETE (fast)

  • Semantic Parsing Full: Already comprehensively covers SENF/Lojban lineage, sheaf theory, Link Grammar, grammar induction, Symbolic Heads. No enrichment needed.
  • MeTTa-Morph: Added Scheme/C FFI capability (foreign-safe-lambda) and compile! API to MeTTa Full Language Stack implementation anchor.

Batch 5: Ecosystem Gap-Fill — COMPLETE

4 new index cards created under Ecosystem section:

Card ID Key Content
Ecosystem+ASI Alliance 7216 Formed June 2024 (SingularityNET + Fetch.ai+ Ocean Protocol). Ocean withdrew Oct 2025, CUDOS joined Oct 2024. Goertzel CEO, Sheikh Chairman. ASI token, ASI:Chain DevNet.
Ecosystem+SingularityNET 7219 Primary Hyperon developer. TrueAGI partnership. $53M infrastructure investment. Hyperon Alpha 1 at Web Summit Nov 2025. 20+ ecosystem portfolio.
Ecosystem+Hanson Robotics 7222 Sophia robot creator. Awakening Health JV (Grace healthcare robot). SophiaDAO. loving-ai lineage. Embodied cognition testbed.
Ecosystem+NuNet 7225 Decentralized compute marketplace. Jam Network partnership. Tiered Hyperon nodes planned. DAS deployment target.

Ecosystem TOC updated: now 8 entities (ASI Alliance, SingularityNET, Magi, EARTHwise, SophiaVerse, Rejuve, Hanson Robotics, NuNet).

Session 17 — COMPLETE Summary

Source Discovery Pass: ALL 6 BATCHES COMPLETE

Batch Scope Cards Enriched New Cards
0 Source Inventory — Source Inventory (ID 7208)
1 Core Language & Runtime MeTTa Full (3 subcards), AtomSpace Full (1 subcard) Learning Resources (ID 7210)
2 AI Algorithms PLN Full (1 subcard) SynerGAN (ID 7213)
3 Infrastructure DAS Full, MORK Full —
4 NLP & Semantics MeTTa Full (MeTTa-Morph entry) —
5 Applications & Ecosystem — ASI Alliance (7216), SingularityNET (7219), Hanson Robotics (7222), NuNet (7225)
Total   8 cards enriched 6 new cards created

External Sources Catalogued

  • RawData+External Sources (ID 7206): 8 new sections (Core Hyperon, Research/Publications, Conferences, Community, SingularityNET/ASI, Magi, EARTHwise, SophiaVerse, Rejuve)
  • RawData+External Sources+Source Inventory (ID 7208): All local source pools marked with batch status, all enrichment flags updated

Remaining Source Inventory Items (not addressed this session)

  • SingularityNET Enterprise — scope unclear, may overlap with Foundation card
  • Fetch.ai— ASI Alliance member, no dedicated card (general agent framework, not Hyperon-specific)
  • iCog Labs — significant contributor (multiple repos), no dedicated card
  • TrueAGI — documented within SingularityNET card, may not need standalone
  • F1R3FLY — documented in ASI Chain section, doesn’t need ecosystem-level framing beyond that
  • MeTTa-Compiler/docs remaining files (Rholang integration, PathMap, threading) — future ASI Chain Full enrichment