PANTHEON-COMPLETE.txt

1================================================================================ 2================================================================================ 3 4 P A N T H E O N C O M P L E T E 5 6 The whole federation in one document, from live recon 7 8================================================================================ 9================================================================================ 10 11Generated 2026-07-28 · UPDATED 2026-08-03 (see FINAL PRE-LAUNCH UPDATE below) 12Method live recon of all SEVEN tailnet devices plus cloud accounts. systemd unit reads, ss port scans, 13 HTTP probes of every listening organ, ORACLE registry dump, corpus 14 stat, and verb harvesting by deliberately calling every organ with 15 an invalid route so it returns its own endpoint list. 16Authority Where this document disagrees with any older planning file, or 17 with memory, THIS document wins, because every figure in it came 18 from the machine that owns it on the date above. 19Companion set ~/Desktop/01-AI-Federation/ holds the same material split into 20 15 focused files. This is the single combined reference. 21 22 23================================================================================ 24 ★★★★★ FINAL PRE-LAUNCH MASTER UPDATE — 2026-08-03 ★★★★★ 25 AUTHORITATIVE. This section is the CURRENT TRUTH and supersedes every figure 26 in the 2026-07-28/29 body below. Method: fresh read-only recon of all devices 27 (4 parallel storage scanners: every DB engine, every embedded/file store, every 28 binary signature store, every external drive, full file layout) + the live 29 ORACLE registry + the mmgateway-web registry + /helix vitals, on 2026-08-03. 30================================================================================ 31 32-------------------------------------------------------------------------------- 33 0. WHAT CHANGED SINCE THE JULY BODY (Jul 31 – Aug 3 session) 34-------------------------------------------------------------------------------- 35 NEW ORGANS (cortex/megamind-agi, python, all systemd, all live): 36 mmknow :9542 cross-domain knowledge base (ConceptNet+WordNet, 691k facts) 37 mmlearn :9541 fact acquisition — streams ConceptNet into ORACLE, reversible 38 mmthink :9540 grounded chain-of-thought (grounds on ORACLE+mmreason, speaks M4) 39 mmask :9543 THE VOICE — grounded conversational Q&A, refuses when ungrounded 40 mmgateway-web :9560 read-only PUBLIC gateway to EVERY organ (registry-driven) 41 pubmed :9533 (4.69M), learned :9532 (1.40M), codesearch :9534 (1.39M) recall 42 NEW PUBLIC FRONTEND (live now): the redesigned front door, per-mind consoles, 43 and https://pantheon.thatwebhostingguy.com/explore — a functional page where 44 the public can query EVERY organ live (via the gateway). Writes blocked (403). 45 DURABILITY: two-device backup M4 <-> cortex (nightly 03:30) — cortex dumps M4's 46 Postgres to /opt/backups; cortex pushes ORACLE graph + reason corpora + its own 47 PG to M4 /Volumes/MEGAMIND/backups/cortex. Verified both directions. 48 RETIRED: mmpredict (cortex), seferim-fed (VALKYRIE :8088), world-brain (M4 :8099) 49 — stopped+disabled; they now show live=false in the registry (mesh skips them). 50 SECURITY: VALKYRIE root-FTP (:21) stopped+disabled. BIND is authoritative-only 51 (not an open resolver) on both DNS hosts; adb is localhost. VNC/SMB left (remote 52 access). Public federation API is READ-ONLY + rate-limited at the nginx edge. 53 GRAPH GROWTH: ORACLE entities 74,271 -> 144,092; edges 510,124 -> 347,068 (edges 54 fell because a namesake-dedup unlearn ran; net semantics improved). Powers 88->99. 55 56-------------------------------------------------------------------------------- 57 1. CURRENT NUMBERS AT A GLANCE (live, 2026-08-03) 58-------------------------------------------------------------------------------- 59 Tailnet devices 10 (4 cognitive + M2 dev + batman + 60 ionos-mediamind idle + iPad + iPhone) 61 Cognitive hosts 4 cortex, M4, VALKYRIE, Bubbles 62 ORACLE http://100.69.120.61:9402/oracle (cortex/WSL) 63 public read proxy: pantheon.thatwebhostingguy.com 64 Registry organs 66 (incl 2 inert probes __probe__/__wal_probe__) 65 Real organs 64 ~59–60 live at any moment 66 ORACLE entities / edges / rels 144,092 / 347,068 / 32 67 ORACLE powers 99 68 Integration Φ (mmhelix) 56/1000 · 16 strands · mmpulse cycle ~106k 69 Database ENGINES in use 6 PostgreSQL, MySQL, MongoDB, SQLite, 70 BadgerDB, + the custom binary VSA/append-log stores 71 Relational DB servers running 4 cortex PG(x2 clusters), M4 PG, M2 PG+MySQL+Mongo 72 Binary recall signatures (cortex) ~32.66M mmserve 24.36M + pubmed 4.69M + learned 73 1.40M + codesearch 1.39M + mmcode 411k + maddie 405k 74 Bubbles mmk binary stores 40 GB gutenberg/wiki/arxiv/legacy/knowledge/live 75 M4 wiki VSA index ~374M passages (semsig+offs, 184 GB dir) 76 Largest single DB PG `megamind` 26 GB (cortex) — 32.4M neurons + 24.36M sigs 77 Biggest storage /Volumes/MEGAMIND on M4 — 5.5 TB (1.6 TB used) 78 Public playground https://pantheon.thatwebhostingguy.com/explore 79 Brand domain (pending owner) thataiguy.org — still parked; needs Netlify NS flip 80 81-------------------------------------------------------------------------------- 82 2. THE DEVICES (roles + addresses) 83-------------------------------------------------------------------------------- 84 cortex / megamind-agi 100.69.120.61 (Win host) · 100.77.114.40 (WSL tailnet) 85 Dell, Windows 11 + WSL2 Ubuntu. user josep (Win) / joseph (WSL). 86 ROLE: THE BRAIN. ORACLE + the reasoning/knowledge/world organs + 2 Postgres 87 clusters (megamind 26G, livingworld 3.1G, missionmatch control-plane). NO LLM 88 here — generation is delegated to M4/VALKYRIE. WSL disk 1 TB (892 GB free). 89 M4 Josephs-Mac-mini 100.94.8.94 macOS, user joseph. 90 ROLE: THE MUSCLE. MLX LLM (Qwen2.5-3B :8082) + liquid-LB :8081 + gateways, 91 Ollama (:11434, ~13 models), the megamind HDC index (:9440, 24.6M), the 374M 92 wiki VSA shards (:9450-9455), Atlas Orchestrator (:8096), and the 5.5 TB 93 /Volumes/MEGAMIND external drive that holds nearly all data + weights + PG. 94 VALKYRIE Josephs-MacBook-Pro-2 100.89.0.6 macOS (M1), user beandaddy. 95 ROLE: THE LORE / ENDLESS TABLE. codex :8790 (818 MB endless.db), the world 96 sim + keeper, pantheon-mlx fallback (Qwen 1.5B :8081), valkyrie-brain :9090 97 (NATS mesh client, Badger store). 245 GB internal only (92% full). 98 Bubbles 100.90.97.104 (tailnet) · 169.155.162.118 (public) Debian 13, user user. 99 ROLE: THE MEMORY + THE WEB EDGE. The 40 GB mmk binary knowledge stores + 100 ~18 cognitive kernels (9500-9525) + Atlas + missionMATCH API + NATS bus, AND 101 the public nginx serving ~60 client sites + the PANTHEON frontend. Revenue 102 host — FRONTEND/serving only, no new AGI builds. Root disk 85% full (see §9). 103 M2 macbook-pro 100.114.72.120 macOS (this dev machine). 104 ROLE: dev DBs only — PostgreSQL :5432, MySQL :3306, MongoDB :27017 (7.0), 105 one small brain.db (256 KB). NOT a federation node. No external drives. 106 batman 100.115.32.110 · ionos-mediamind 100.127.135.100 — on the tailnet, NO 107 reachable federation services (idle Linux box + dormant VPS). iPad/iPhone = clients. 108 109-------------------------------------------------------------------------------- 110 3. EVERY ORGAN — 66 registered, by category (name · port · what it does) 111-------------------------------------------------------------------------------- 112 ORACLE serves at cortex 100.69.120.61:9402 (WSL 100.77.114.40). "url" below is the 113 registered address; loopback (127.0.0.1) organs are cortex-local, reachable from the 114 gateway. Primary READ API shown; every organ also has /health and /caps. 115 116 VOICE & Q&A -------------------------------------------------------------------- 117 mmask cortex:9543/ask GET /ask?q= /evidence — grounded conversational 118 voice; fuses mmknow+ORACLE+mmreason, speaks via M4 LLM, REFUSES when 119 ungrounded (no fabrication). The federation's front-of-house answer. 120 ask Bubbles:9518 GET /ask?q= — older unified grounded Q&A (bubbles 121 retrieve -> mmcert filter -> M4 Qwen speak). 122 123 REASONING ---------------------------------------------------------------------- 124 ORACLE cortex:9402/oracle the router + entity graph; 99 powers (see §3.2 below) 125 mmreason cortex:9522/reason GET /similar?e= /think?from=&to= /neighbors /muse — 126 energy-descent chain-of-thought over semantic geometry (no-drift). 127 mmthink cortex:9540/think GET /agent?q= — grounded traceable chain-of-thought 128 (grounds ORACLE+mmreason, reasons via M4 LLM 8082). 129 mmorch Bubbles:9505 GET /ask?q= /trace?q= — executes+aggregates+certifies 130 an oracle-selected coalition across knowledge organs. 131 mm-gateway M4:8090 LLM gateway (auth). generation path. 132 pantheon-mlx VALKYRIE:8081 MLX Qwen2.5-1.5B fallback (/v1/chat/completions). 133 134 KNOWLEDGE & RECALL ------------------------------------------------------------- 135 mmknow cortex:9542/know GET /facts?e= /recall?q= /related /derive — 691k 136 ConceptNet+WordNet facts (is-a/causes/used-for/part-of/means…). 137 mmserve cortex:9099/recall 24,364,580 sigs (backed by PG megamind.knowledge). 138 pubmed cortex:9533/recall 4,693,336 biomedical sigs. 139 learned cortex:9532/recall 1,395,149 general/world-knowledge sigs. 140 mmbroad Bubbles:9503/recall broad-recall aggregator — fans out to ~10 knowledge organs. 141 wikipedia-x Bubbles:9516/recall full Wikipedia signature store. 142 books Bubbles:9517/recall Project Gutenberg (gutenberg.bsig, largest text corpus). 143 arxiv Bubbles:9521/recall arXiv abstracts. 144 mm-legacy Bubbles:9522/recall salvaged models/tensors/wikidata/maddie archive. 145 mm-live Bubbles:9523/recall continuous-harvest store. 146 mm-estate Bubbles:9525/recall YOUR projects/clients/docs (missionMATCH, TDG, etc.). 147 megamind-m4 M4:9440 HDC index, 24.6M passages (sigs512.bin 1.5 GB). 148 megamind-wikidx M4:9455/ask sharded wiki search over 374M passages (:9450-9453). 149 mmlearn cortex:9541/learn the acquisition organ (writes facts to ORACLE). 150 151 THE LIVING WORLD --------------------------------------------------------------- 152 codex VALKYRIE:8790/api/search?q= lore semantic search (endless.db, 73.7k lore). 153 eye cortex:9404 Eye of the World engine (binary VSA world-brain). 154 loom cortex:9410/organ GET /world/overview /wheel /chronicle /narrate /forge 155 /play /enter … — the Living World game API (richest verb surface). 156 mmworld cortex:9401/world/recall sparse-binary associative world cortex. 157 mm-narrate cortex:9403/narrate prose/scene/campaign narrator (vocab 45,419). 158 159 CODE & LANGUAGE ---------------------------------------------------------------- 160 mmcode cortex:9524/recall code corpus recall (410,653). 161 codesearch cortex:9534/recall CodeSearchNet code+docstring (1,390,098). 162 mmparse cortex:9526/comprehend lex/parse/AST comprehension (Py,C,C++,Rust,Go,…). 163 mmscheme cortex:9527/execute Scheme interpreter (operational semantics). 164 mmpy cortex:9528/execute Python interpreter (verified vs python3). 165 mmc cortex:9529/execute C interpreter (verified vs gcc). 166 167 CERTIFICATION ------------------------------------------------------------------ 168 mmk/mmk2/mmk3 Bubbles:9500/9501/9502 proof-carrying kernels (merkle, Ed25519 signed, 169 SMT non-revocation). GET /answer?q=CLAIM s=|p= /root. 170 mmcert Bubbles:9504 GET /ask?q= /certify /verify — extractive containment 171 gate: CERTIFIED iff query tokens ⊂ evidence, else REFUSE. 172 173 ORCHESTRATION & BUILDING ------------------------------------------------------- 174 atlas Bubbles:8095 the SEO agency brain (auth-gated). 175 hephaestus Bubbles:8770 binary website builder (GET /caps /forge?business=). 176 177 COGNITIVE DYNAMICS (Bubbles 9507-9514) ---------------------------------------- 178 mmcog :9507 Consciousness-Q coherence diagnostic (self-disclaims consciousness). 179 mmreshit :9508 active-inference path selection (Ω=argmin[S+U-V]). 180 mmepona :9509 value-directed energy-descent belief update. 181 mmstdp :9510 STDP plasticity — self-wires a weighted graph from co-activation. 182 mmact :9511 autonomous action policy (a*=argmax J, anti-loop). GET /choose?actions=a|b|c 183 mmevolve :9512 learning dynamics dx/dt=D+N+F+T. 184 mmlattice :9513 substrate→consciousness lattice Π:R^N→R^5000. 185 mmloop :9514 feedback closure — ties the 8 kernels into one self-turning loop. 186 187 EMBED / MEMORY / SUBSTRATE / TIMERS ------------------------------------------- 188 mmsem :9096 512-bit semantic embedder (THE embedder the system depends on). 189 mmgame :9097 game-agent memory/goals/social. mmdb :9506 DB harvester (sources.tsv). 190 mmteach :9515 bridge — pushes STDP-certified associations into ORACLE /learn. 191 bubbles-brain :8893 Go VSA cortex (BadgerDB, 6.5 GB RSS). 192 valkyrie-brain :9090 brain node (NATS mesh client, Badger). 193 mmshard NATS nats://100.90.97.104:4222/mesh.query.recall (federation recall bus). 194 maddie cortex:9531/recall recovered-LLM architecture facts (404,787). 195 mmhelix :9418 · mmpulse :9419 · mmthought :9420 — the vitals/consciousness loops. 196 mmcap/mmeval/mmgate/mmheart/mmharvest — systemd timers (capacity/eval/safety/health/ingest). 197 RETIRED (live=false): mmpredict, seferim-fed, world-brain, external-fed. 198 199 ORACLE's 99 POWERS (GET /oracle/<power>): recall inverse hop analogy similar facts 200 path set consistent learn unlearn revise counterfactual induce predict abduce factor 201 map | compose synth ground plan nextgoal metalearn safegate library sensorimotor 202 negotiate culture signal workspace | organs register orchestrate execute coalition 203 (+stress variants) federation pantheon | gardener grow shards shard-spawn shard-add 204 fedput fedget fedls | + the seferim s0–s16 ladder. NOTE: no `deregister` power exists. 205 206-------------------------------------------------------------------------------- 207 4. EVERY DATABASE & KNOWLEDGE STORE — EVERY TYPE, EVERY DEVICE 208-------------------------------------------------------------------------------- 209 Six engines are in use: PostgreSQL, MySQL, MongoDB, SQLite, BadgerDB, and the 210 custom binary VSA/append-log stores. Catalogued exhaustively below. 211 212 4.1 RELATIONAL DB SERVERS ---------------------------------------------------- 213 PostgreSQL 18 — cortex (WSL), TWO clusters: 214 :5432 main (/var/lib/postgresql/18/main) 215 megamind 26 GB nbin 32,404,944 neurons (14 GB) · knowledge 216 24,364,578 recall sigs (5.7 GB, = mmserve) · sembond 217 3,418,102 semantic bonds · game_memory 218 livingworld 3.1 GB the self-writing world (events/memories/chronicle/entities) 219 :5433 missionmatch (/var/lib/postgresql/18/missionmatch) 220 missionmatch 17 MB · missionmatch_staging 14 MB (GovCon control-plane) 221 PostgreSQL 16 — M4, ONE cluster on the EXTERNAL drive 222 :5432 data dir /Volumes/MEGAMIND/missionmatch-pg/data (16 GB, role postgres, 223 local trust; started via ~/missionmatch-pg-start.sh, NOT launchd): 224 megamind 15 GB · agency_brain 339 MB (ATLAS) · missionmatch 114 MB (prod) · 225 missionmatch_staging 134 MB · missionmatch_restore_drill 75 MB · brain_staging 226 38 MB · tenant_w3_staging 12 MB · tenant_alpha/beta ~10 MB · cp_staging ~10 MB · 227 tenant_staging_demo ~9.8 MB (14 DBs total) 228 PostgreSQL 16 — M2 (dev) :5432 229 MySQL/MariaDB — M2 only :3306, :33060 (dev) 230 MongoDB — M2 only mongodb-community 7.0 :27017 (dev) 231 → Bubbles: PG CLIENT ONLY (no server). VALKYRIE: NO relational server. cortex: 232 no MySQL/Mongo/Redis. NONE of PG/MySQL/Mongo/Redis run on the Mac cognitive hosts 233 except M4's one PG cluster. 234 235 4.2 THE ORACLE GRAPH (append-log, cortex /opt/mm/oracle/) ------------------- 236 oracle.wal 6.1 MB (LIVE write-ahead log — the graph IS this file) + 237 oracle.wal.pre-compact 17 MB / .precompact 8 MB / .bak 4.3 MB (snapshots) + 238 oracle.pcw 512 KB (proof-carrying set) · oracle.cap 7 B · oracle.fed 0 B (EMPTY) 239 · et_reason3.txt 2.4 MB / _names 1.3 MB (Endless-Table reason seed). 240 144,092 entities / 347,068 edges. Backed up to M4 nightly by durability.sh. 241 ⚠ single-file persistence — the WAL is the sole copy on cortex (see §9). 242 243 4.3 BINARY VSA / SIGNATURE STORES (the REAL knowledge DBs — 512-bit, 64-byte 244 sigs, mmap popcount exact-NN) ------------------------------------------- 245 cortex /opt/mm (served by the mmwikix binary): 246 mmserve 24,364,580 (in PG megamind.knowledge, held in 6.1 GB RAM) 247 pubmed 4,693,336 /opt/mm/pubmed (bsig 287 MB, blob 1.6 GB, idx 36 MB) 248 learned 1,395,149 /opt/mm/learned 249 codesearch 1,390,098 /opt/mm/code (code.* blob 518 MB) 250 mmcode 410,653 /opt/mm/code/store 251 maddie 404,787 /opt/mm/maddie (recovered-LLM architecture facts) 252 Bubbles /home/user/mmk (40 GB — the system's real database on this host): 253 gutenberg blob 20 GB · bsig 8.9 GB · idx 1.2 GB (books :9517, still ingesting) 254 wiki blob 6.0 GB · bsig 3.0 GB · idx 375 MB (wikipedia-x :9516/:9517) 255 arxiv blob 414 MB · bsig 185 MB · idx 24 MB (arxiv :9521) 256 legacy bsig 198 MB · blob 113 MB · idx 25 MB (mmk kernels) 257 knowledge bsig 9.9 MB · idx 1.3 MB (Ed25519-signed root) · live · evidence 38 MB 258 M4 (VSA/HDC binary indices on /Volumes/MEGAMIND): 259 m4brain/sigs512.bin 1.5 GB (+offsets 186 MB) — megamind-m4 :9440, 24.6M passages 260 wiki/allidx374 semsig.bin 11 GB + offs 2.8 GB — the 374M full wiki index 261 wiki/qidx 3.7 GB · enidx 1.1 GB · shards/shard0-3 semsig 2.8 GB ea (:9450-9455) 262 MediaBrain ternary weights (media_brain.bin 256 MB, w_video.tern.acc 384 MB) 263 VALKYRIE: w_know.bin 512 MB (VSA W_know weight matrix) ×2 copies. 264 265 4.4 BADGERDB EMBEDDED KV STORES ---------------------------------------------- 266 Bubbles: megamind/data/badger 844 MB (neuron/chunk substrate) · brain-data/badger 267 513 MB (the :8893 brain organ, active) · agi-data/brain.db 40 MB (STALE, Feb). 268 M4: m4-internal-archive/megamind_db/shards 19 GB (439 shards) · tmp-corpus-badger 269 4.3 GB · unified/data/badger+shards 3.8 GB (live) · data/badger+substrate.bin 2.7 GB · 270 ~/megamind-data/brain.db 257 MB · megamind-agi-data 145 MB. 271 VALKYRIE: megamind-m4-data 739 MB · megamind_dir/badger 726 MB (dir 2.8 GB) · 272 megamind-valkyrie-data/chunks 354 MB · megamind-data/badger 93 MB (dir 3.9 GB) · 273 megamind/data 1.4 GB · valkyrie-data/badger 1.1 MB (LIVE brain_new store). 274 (No LevelDB/RocksDB/LMDB anywhere — all embedded KV is BadgerDB.) 275 276 4.5 SQLITE DATABASES --------------------------------------------------------- 277 VALKYRIE: 278 endless-table-server/data/endless.db 818 MB (+WAL, LIVE) — THE Endless Table 279 master: codex_entries 73,527 · codex_edges 44,109 · lore_entities 73,698 · 280 world_memory 4,000 · world_events 500 · chronicle 365 · users 25 · players 15 … 281 AND the sqlite-vec vector index behind /api/search + FTS5 mirrors. (crown jewel) 282 MADDIE/data/maddie.db 5.2 MB (778 models / 36,302 tensors) · seferim/memory.db 283 7 MB (35,338 learning_events) · federation shared/remote_memory.db 7 MB ea · 284 codemind/strategymind small stores. 285 Bubbles: 286 complete-agi-core/seferim/memory.db 6.7 MB + federation remote/shared_memory.db · 287 tdg-pipeline/baseline.sqlite 52 MB · seo-sidecar/schemas.db 9.1 MB · goaccess ×87 288 (22 MB) · fail2ban · netdata · audit-tool/audit.db · goatcounter.sqlite3 496 KB · 289 per-app admin/CMS DBs (twhg-platform 4.3 MB, sgearbox-panel, groovesteps-accounts 290 COPPA, arcw/handledtax/homesongrand admins, fgtp-cms, tcb portal) · 3 idle Docker 291 *mind brain.db volumes. 292 M4: 293 /Volumes/MEGAMIND/MADDIE: maddie_corrupted.db 3.6 GB (recovery SOURCE) · 294 maddie_recovered.db 263 MB (RECOVERED, still NOT merged into a live brain) · 295 maddie.db 6.2 MB · brain/knowledge.db stubs. MediaBrain/video_knowledge.db 1.1 MB. 296 M2: megamind-minds/blendermind-data/brain.db 256 KB. (rest = macOS/app SQLite, ignore.) 297 298 4.6 CORPORA (text / TSV / JSONL knowledge files) ----------------------------- 299 cortex: /opt/mm/learned conceptnet.txt 45 MB + wordnet.txt 17 MB + misc 24 MB 300 (mmknow) · /opt/mm/reason learned_facts.jsonl 8 MB LIVE (mmlearn) · mmreason 301 full_codes.u8 9 MB · /opt/mm/data knowledge_export.csv.gz 1.8 GB (dump of the 302 knowledge table) · code_all.txt 416 MB · devdocs.txt 347 MB · pubmed source. 303 Bubbles /home/user/mmk: gen2.txt 91 MB · darkstore.txt 45 MB · codex_lore.tsv 30 MB · 304 seferim_events.tsv 4.9 MB · mmreason_corpus.tsv 536 KB (mmreason :9520) · 305 sources.tsv 196 KB (mmdb) · shadow1024/wiki_vocab.tsv. 306 M4: m4brain/knowledge_full.tsv 3.5 GB + learned.tsv 58 MB (live) · wiki/*_passages.txt 307 (all374 31 GB, so 25 GB, enwiki 5.5 GB, quality 12 GB) · megamind-train corpora. 308 VALKYRIE: .thataiguy/tool_learned.jsonl 621 MB (1,091,926 lines) · lw_export/codex.jsonl 309 59 MB (73,698) · et-backfill.jsonl 37 MB · world-corpus.jsonl 23 MB · .seferim/learned. 310 311 4.7 MODEL WEIGHTS (not databases, but where they live) ----------------------- 312 M4: Kimi K2.5 554 GB · Ring 2.5 (bailing_moe) 66 GB · Ollama ~23 GB (13 models: 313 qwen2.5-coder/gemma2/qwen2.5:3b/moondream/llama3.1:8b/phi3.5/granite4/llama3.2/ 314 bge-small + GGUFs) · SD 1.5 2 GB · MLX Qwen2.5-3B-4bit (served :8082). 315 VALKYRIE: Qwen2.5-32B 20 GB (staged, IDLE) · MLX Qwen2.5-1.5B-4bit (served :8081) · 316 ollama llama3.2 1.9 GB · ~35 HF reference dirs (metadata-only). 317 318-------------------------------------------------------------------------------- 319 5. EXTERNAL DRIVES & VOLUMES (per device) 320-------------------------------------------------------------------------------- 321 M4 /Volumes/MEGAMIND = disk4, 6 TB APFS, 5.5 TB usable, 1.6 TB used, 3.9 TB 322 free. HOLDS ALMOST EVERYTHING: the live PG cluster (16 GB), all VSA indices, 323 all Badger stores, 620+ GB of model weights, all corpora, AND all backups 324 (73 GB incl the new cortex job). ⚠ SINGLE POINT OF FAILURE — its only 325 "backups" are on the same physical disk. Internal Data volume 96% full. 326 Bubbles sda1 = 1.8 TB ext4 (LABEL "data") — PHYSICALLY PRESENT but UNMOUNTED 327 (fstab nofail let boot continue without it). Intended backup target 328 /mnt/data. ⚠ Backups are instead landing on the 85%-full root nvme. 329 cortex NO external/USB drive. WSL / = 1 TB (892 GB free). /mnt/c = Windows C:. 330 VALKYRIE /Volumes/MEGAMIND here is a 168 KB STUB (Metal-shader staging only) — 331 NOT the real trove. Internal 245 GB, 92% full. No real external drive. 332 M2 no external drives. 333 334-------------------------------------------------------------------------------- 335 6. FILE LAYOUT (AI stack, per device) 336-------------------------------------------------------------------------------- 337 cortex /opt/mm (6.4 GB): 338 bin 114 MB — compiled C++ organs (oracle, mmserve, eye, loom, mmworld, 339 mm-narrate, mmsem, mmgame, connectome, hdc*) + .bak snapshots 340 reason 20 MB — PYTHON organ servers: mmreason/mmknow/mmlearn/mmthink/mmask/ 341 mmgateway_web + corpora + learned_facts.jsonl 342 oracle 39 MB — the graph store (§4.2) 343 pubmed 1.9 GB · code 1.8 GB · learned 319 MB · maddie 146 MB — recall stores 344 data 1.9 GB — exports/HDC intermediates pyembed 211 MB — python venv 345 src 17 MB — C++ sources + git loops/ — mmhelix.py/mmpulse.py/mmthought.py 346 backup/durability.sh + /opt/backups 11 GB (the M4<->cortex dumps) 347 PG data: /var/lib/postgresql/18/{main,missionmatch} 348 M4: 349 ~/pantheon-mlx — liquid-lb.mjs (:8081), gateway-auth.mjs (:8090), MLX venv; 350 launchd com.pantheon.{mlx,mlx-lb,gateway,gateway-auth} 351 ~/atlas-orch — Atlas Orchestrator (:8096, com.atlas.orch) 352 ~/.megamind — megamind-unified binary + external-federation + fedbridge 353 ~/ollama + ~/.ollama · ~/mlx-env · ~/world-train (LoRA adapters) 354 /Volumes/MEGAMIND — PG cluster, all indices, weights, corpora, backups (§5) 355 ~/.megamind-secrets.env, ~/.missionmatch-corpus.env (600 perms) ⚠ plaintext secrets 356 VALKYRIE /Users/beandaddy: 357 endless-table-server (1.2 GB — src/codex embedder+vector+graph, world-sim/present, 358 data/endless.db) · endless-pantheon (:8788) · endless-table-keeper (watchdog) · 359 brain_new + valkyrie-data (Badger, w_know.bin) · pantheon-mlx (:8081) · atlas-orch 360 (:8097) · MADDIE (maddie binary + 778-model DB) · .seferim · KMind (32B weights) 361 many DORMANT megamind-* binaries/data dirs (megamind-{unified,node,worker}, delta-brain…) 362 Bubbles /home/user: 363 mmk 40 GB — MMK kernels + ALL binary knowledge stores + organ binaries + 364 crawl scripts (gutenberg/wiki/arxiv-crawl) — THE real database on this host 365 megamind 1.4 GB (badger) · brain-data 513 MB (:8893) · agency-brain 173 MB (Atlas) 366 complete-agi-core 101 MB (Seferim state/memory) · data/opp-raw 1.1 GB (SAM.gov) 367 /var/www — ~60 client sites + /var/www/pantheon (the frontend) + /var/www/pantheon-minds 368 /etc/nginx — the edge (pantheon vhost read-only+rate-limited; wildcard-thataiguy) 369 370-------------------------------------------------------------------------------- 371 7. DATA FLOW (cross-device) 372-------------------------------------------------------------------------------- 373 A PUBLIC QUESTION (https://pantheon.thatwebhostingguy.com/explore or /ask): 374 browser 375 -> Bubbles nginx (edge, TLS, rate-limit, write-block) [169.155.162.118] 376 -> /gw/* -> mmgateway-web cortex:9560 --(reads any organ by name)--> 377 -> /pantheon/ask, /reason/, /know/, /think-agent/ -> the cortex organs directly 378 mmask/mmthink then call the M4 LLM (100.94.8.94:8082) to phrase the grounded answer 379 ORACLE (cortex:9402) routes coalition queries across organs on ALL hosts 380 381 A FACT BEING LEARNED: 382 mmlearn (cortex) streams ConceptNet -> ORACLE /learn -> oracle.wal (cortex) 383 Bubbles mmstdp accumulates co-activation -> mmteach (w>=200) -> ORACLE /learn 384 -> nightly durability.sh rsyncs oracle.wal -> M4 /Volumes/MEGAMIND/backups/cortex 385 386 RETRIEVAL PHYSICAL PATH: 387 query -> mmsem (cortex:9096) embeds to 512-bit sig -> recall organ mmap-popcounts 388 its .bsig/.idx store (Bubbles mmk / cortex /opt/mm / M4 wiki) -> hits ranked by 389 Hamming distance -> (optional) mmcert containment gate -> M4 LLM phrases -> user. 390 391 GENERATION (LLM) FABRIC: 392 organs -> M4 MLX :8082 (Qwen2.5-3B, the working path) ; liquid-LB :8081 fronts 393 M4+VALKYRIE but its chat proxy has a bug (organs use :8082 direct for now). 394 395 EVENT BUS: NATS on Bubbles :4222 (+public :4250) — bubbles-brain, valkyrie-brain, 396 mmshard are clients; pub/sub only, NO JetStream persistence. 397 398 DURABILITY LOOP (nightly 03:30, driven from cortex durability.sh): 399 M4 Postgres (14 DBs) --dump--> cortex /opt/backups/m4-pg 400 cortex ORACLE graph + reason corpora + PG (megamind/livingworld) --rsync--> M4 401 /Volumes/MEGAMIND/backups/cortex 402 403 cortex (BRAIN) M4 (MUSCLE + DATA) 404 ORACLE graph, reason/know/world <== nightly ==> Postgres(15G), MLX LLM, 405 organs, PG megamind 26G backups both 374M wiki, 5.5TB drive 406 | ^ ways ^ | 407 NATS | | /learn (mmteach) | | LLM calls 408 v | | v 409 Bubbles (MEMORY + EDGE) VALKYRIE (LORE) 410 mmk 40G stores, 18 kernels, endless.db 818M, codex, 411 nginx public edge, NATS bus world-sim, MLX 1.5B fallback 412 413-------------------------------------------------------------------------------- 414 8. PUBLIC-FACING SURFACE 415-------------------------------------------------------------------------------- 416 LIVE NOW (public): https://pantheon.thatwebhostingguy.com 417 / the federation front door (hub) 418 /explore play with EVERY organ (registry-driven, via /gw gateway) 419 /reason /thinking /learning /control /map /blueprint the per-mind pages 420 /gw/organs, /gw/probe?organ=&q= read-only gateway (rate-limited) 421 ALL WRITES BLOCKED at the edge (403): learn/register/grow/stress/etc. 422 BRAND DOMAIN (pending): thataiguy.org + 8 mind subdomains (oracle./know./ask.…) 423 are BUILT and verified but the domain is still PARKED — needs the owner to 424 change nameservers at the registrar (Netlify dashboard / name.com) to 425 ns1/ns2.thatwebhostingguy.com or Netlify DNS. Bubbles' BIND zone is ready. 426 427-------------------------------------------------------------------------------- 428 9. PRE-LAUNCH RISKS & DURABILITY (fix before/at public launch) 429-------------------------------------------------------------------------------- 430 [HIGH] M4 /Volumes/MEGAMIND is a SINGLE POINT OF FAILURE: the live PG cluster, 431 every VSA index, every Badger store, 620 GB of weights, all corpora, AND all 432 backups sit on ONE external drive with no off-drive copy on M4. Internal Data 433 volume is 96% full (7.4 GB free). — Get a second drive / off-site copy. 434 [HIGH] Bubbles 1.8 TB backup drive (sda1) is UNMOUNTED; backups pile onto the 435 85%-full root nvme (33 GB free). — Mount sda1 (fix fstab), relocate backups. 436 [MED] ORACLE graph persistence is a single WAL file on cortex (rsync'd to M4 437 nightly). A mid-day loss forfeits up to a day. — consider more frequent snapshot. 438 [MED] The new M4<->cortex durability covers PG + ORACLE + reason, but NOT: the 439 Bubbles mmk 40 GB binary stores, the VALKYRIE endless.db (818 MB, crown jewel), 440 the M4 VSA wiki indices. — add these to a backup path. 441 [MED] Old missionMATCH backup chain to Bubbles had failed stubs (Jul 25/26/29); 442 superseded by the new durability, but verify the new chain each morning. 443 [LOW] MADDIE recovered.db (263 MB, M4) still not merged. oracle.fed empty. 444 Plaintext secret envs on M4 (~/.megamind-secrets.env). Qwen-32B idle on VALKYRIE. 445 [LOW] liquid-LB (M4:8081) chat proxy broken — organs use M4:8082 direct (works); 446 fix the LB before routing organs through it for failover. 447 448-------------------------------------------------------------------------------- 449 10. ACCESS / OPERATIONS 450-------------------------------------------------------------------------------- 451[REDACTED: credential-associated original line 451; original retained outside this bundle.] 452 (Windows cmd mangles quotes; wrap payload in double-quotes, base64 scripts) 453[REDACTED: credential-associated original line 453; original retained outside this bundle.] 454[REDACTED: credential-associated original line 454; original retained outside this bundle.] 455[REDACTED: credential-associated original line 455; original retained outside this bundle.] 456 M2 this machine 100.114.72.120 457 Health-check the whole federation: curl https://pantheon.thatwebhostingguy.com/gw/organs 458 Durability status: cortex systemctl status mm-durability.timer ; ls /opt/backups 459 460================================================================================ 461 END OF 2026-08-03 FINAL PRE-LAUNCH UPDATE. The 2026-07-28/29 material below is 462 retained for its routing math, coalition mechanics, and organ-by-organ verb 463 detail, but where any NUMBER disagrees, THIS section is authoritative. 464================================================================================ 465 466 467 468 469================================================================================ 470 ★★★ UPDATE 2026-07-29 — REPAIR SESSION, SUPERSEDES FIGURES BELOW ★★★ 471================================================================================ 472Every fix below was built to a SCRATCH binary on a SCRATCH port with an isolated 473state copy, stress-passed there FIRST (zero live impact), then stop/swap/started 474on the live unit and re-verified. The binary VSA math (integer Hamming, popcount, 475majority-bundle, the score & trust formulas) was left byte-exact throughout; only 476routing and transport plumbing changed, so the cross-machine distance invariant 477still holds. ORACLE stress held 39/39 (orch9 exec6 coal5 fed10 pant9) at EVERY 478step; mmorch held 15/15. 479 480CURRENT NUMBERS (live, 2026-07-29) 481 ORACLE http://100.77.114.40:9402 (megamind-agi WSL). NOT 9500. 482 Registry organs 58 (was 51) 483 Live / callable 57 16/16 tested organ classes return called=true,200 484 Genuinely dead 1 external-fed only (see below); world-brain REVIVED 485 Entities 74,271 486 Relations 21 487 Edges 537,324 (was 510,124 — the graph is still learning live) 488 Powers 88 489 490WHAT WAS FIXED (all deployed live and verified) 491 FIX 1 no_contract / THE DRIFT. shapeReq()/pathFor() in oracle_orchestrator.h 492 were hardcoded name->path tables; any organ not named fell to path="" 493 -> "no_contract". Now REGISTRY-DRIVEN: the call path is derived from the 494 organ's own registered URL (default /recall?q=&k=3), so registering an 495 organ on megamind-agi's ORACLE is now SUFFICIENT to make it callable. 496 This is the correction that ends the Bubbles drift: knowledge registered 497 here is no longer invisible. Proof: a 9-organ sweep that all returned 498 no_contract before now returns called=true. Backups oracle.bak.pre_*. 499 FIX 2 mmbroad aggregator (Bubbles /home/user/mmk/mmbroad.cpp). Added mm-estate 500 to the fan-out. Live: organs_consulted=10, reached=10. 501 FIX 3 mmorch aggregator (mmorch.cpp). Added arxiv, mm-legacy, mm-live, mm-estate 502 to KMAP + is_corpus; updated the count self-tests 6->10. 15/15. Live 503 /trace organs_executed=10. 504 FIX 4 Dead-organ health gate (ORACLE score()). rank() scored ALL organs with no 505 health filter, so the mis-registered external-fed (which is external- 506 federation's Prometheus metrics_addr 127.0.0.1:10099, NOT a knowledge 507 organ) WON federation queries on token overlap. Now score() subtracts a 508 large constant for MEASURED-dead HTTP organs (o.live<=0 && mode in 509 {remote,local}); their liveness is kept fresh by the existing healthLoop 510 thread. Dead organs can never win. external-fed -> mmshard, world-brain 511 (while it was down) -> mmworld. 512 FIX 5 Public site federation (ORACLE pantheonSpeak()). pantheon-speak — what 513 pantheon.thatwebhostingguy.com/api/ calls — consulted only megamind-m4 514 and codex (none of the 200M Bubbles corpora) and counted ORACLE's 515 "ask names an entity" error as a valid vote. Now consults mmbroad (which 516 after FIX 2 fuses all 10 corpora), gates ORACLE's error out of the vote, 517 and extracts mmbroad snippets for grounding. Verified on live HTTPS: 518 organs_consulted=4, mmbroad ~850 bytes of broad-recall. 519 FIX 6 MLX voices made callable (ORACLE shapeReq()). pantheon-mlx returned 404 520 (ORACLE sent GET where MLX needs POST) and world-brain was DOWN. shapeReq 521 now emits POST /v1/chat/completions with an OpenAI messages body for any 522 organ whose URL path is /v1/chat/completions. world-brain (MLX Qwen2.5-3B 523 + Endless-Table world adapter) was STARTED on M4:8099 and re-registered 524 mode=remote with the /v1/chat/completions URL. Both now return 525 called=true,200 (world-brain 3974 bytes, pantheon-mlx 827). 526 527MADDIE MODEL-CORPUS — DECIPHERED AND CONVERTED TO A GRAPH ORGAN 2026-07-29 528 The one genuinely knowledge-bearing dormant database (maddie_recovered.db on M2: 529 models 9,908 / tensors 346,069 / patterns 3,360,543) was deciphered and turned 530 into a live recall organ, ENTIRELY ON megamind-agi (Bubbles is frontend only). 531 - The "patterns" are (neuron_start, neuron_count, mean, std) fingerprints of the 532 weight tensors of 434 recovered LLMs. Architectural roles have distinct 533 distributional signatures (norm mean~1.32; attn/mlp weights mean~0.007; AWQ 534 scales std~0.001). The 3.15M "orphaned" patterns are tensor_id=-1 and are 97% 535 zero/pruned blocks (a sparsity map), not recoverable tensor identities — so the 536 real knowledge is the 346k NAMED tensors + 434 model fingerprints. 537 - 346,071 architecture-fact passages -> mmbsig -> 187,586 sigs -> mmwikix index, 538 all built on megamind-agi in /opt/mm/maddie. Served by mmmaddie.service on 539 :9531, registered with ORACLE as maddie (127.0.0.1:9531/recall). Registry now 540 59 organs. Verified: model/tensor queries route to maddie, execute 200, 541 /coalition includes maddie and it passes supervisor. Full chain done: 542 decipher -> graph -> math/dataflow -> ORACLE -> PANTHEON. 543 - SORT finding: the ~1030 "dormant" M2 sqlite are ~95% noise (macOS Siri/ 544 knowledge DBs, personal/forensic files, logs, caches, empty schemas). Not 545 converted, by design — most are not federation data and some are sensitive. 546 - ZERO-BLOCK FUNCTION (mathematically deciphered): the 3.06M "orphaned" patterns 547 are neuron_count=0 null records, written in 20k-long batches. Proof of function: 548 99.6% of the 214k MEASURED blocks are float dtype (BF16/F16/F32) while the corpus 549 is 31% quantized (I32 AWQ-packed, F8, U8). The zero-records are the sampler's 550 null-emission for every INTEGER-PACKED quantized tensor it could not decompose 551 into per-neuron float mean/std. i.e. the 3M zeros are a QUANTIZATION MAP marking 552 which weight regions across the 434 models are packed vs float — real structural 553 knowledge, not loss. Operationalized: 435 per-model quantization-coverage facts 554 appended to the maddie organ (corpus 187,586 -> 188,021); a "quantized vs float" 555 query routes through ORACLE to maddie and answers. 556 - TENSOR/WEIGHT RE-SCAN: no hidden weight troves on M2 (brain_atomic.embeddings 557 empty). VALKYRIE holds the real weights: a second maddie.db (778 models, only 2 558 new vs M2's 9,908 catalogued), a full Qwen2.5-32B in safetensors, and 559 ~/.thataiguy/tool_learned.jsonl (1.09M tool-output log lines, low knowledge 560 density, deferred). Unexamined lead: M2 ~/megamind-minds/blendermind-data/brain.db. 561 562DATABASES — MADE AVAILABLE 2026-07-29 563 Every knowledge corpus is now ORACLE-callable: wikipedia-x 49.0M, books 148.4M, 564 arxiv 3.03M, mm-legacy 3.24M, mm-live, mm-estate 160k, megamind-m4 24.6M — all 565 called=true,200. VALKYRIE endless.db is served via codex. megamind-agi PG 566 (livingworld, megamind) 5432/5433 up. M2 was started: postgresql@16 (brain_atomic 567 + 5 hive/skynet DBs) now runs and brain_atomic OPENS — pgvector 0.8.2 is now 568 installed (the census said it was missing); MongoDB agents_raw runs; M4 PG@16 runs. 569 570STILL OPEN / HONEST LIMITS (not code bugs) 571 - external-fed :10099 is a Prometheus metrics port, never a knowledge organ. It 572 is health-gated out of routing (correct). No unregister API exists; harmless. 573 - megamind-wikidx :9455 (the 374M wiki shards) answers /health in 12ms but a real 574 /ask takes 50-69s: 4 shards brute-force-scan 11.2 GB of sigs off an external 575 volume measured at 226 MB/s, no index. HARDWARE/INDEX bound, not a code bug. 576 Fast recall organs (wikipedia-x) out-rank it, so it rarely wins interactive 577 queries. Real fix = an index or faster storage. 578[REDACTED: credential-associated original line 578; original retained outside this bundle.] 579 - world-brain runs via nohup on M4; its LaunchAgent won't bootstrap over SSH 580 (macOS GUI-domain limitation) — needs an interactive M4 session for reboot 581 durability. 582 - M2 seferim memory.db (23.1 MB, newest) and maddie_recovered.db (263 MB) exist 583 but are not yet merged/harvested into a live system. 584 - Not touched by design: Issue 6 bind-0.0.0.0 (network policy), Issue 7 mmk 585 toolchain divergence (housekeeping), Issue 8 diagram OCR (working as designed). 586 587[REDACTED: credential-associated original line 587; original retained outside this bundle.] 588josep), then `wsl -d Ubuntu -- bash -lc "..."`; the Windows shell mangles | and &, 589so push scripts as base64. WSL user joseph owns /opt/mm/src (writable); /opt/mm/bin 590[REDACTED: credential-associated original line 590; original retained outside this bundle.] 591================================================================================ 592 593-------------------------------------------------------------------------------- 594 TABLE OF CONTENTS 595-------------------------------------------------------------------------------- 596 597 PART I ORIENTATION 598 1.1 The one paragraph version 599 1.2 The correction that matters most 600 1.3 Vocabulary 601 1.4 The numbers at a glance 602 603 PART II THE FOUR DEVICES 604 2.1 megamind-agi, the brain 605 2.2 Bubbles, the memory 606 2.3 M4 Mac mini, the voice 607 2.4 VALKYRIE, the lore 608 2.5 Network topology 609 610 PART III ORACLE, THE ORCHESTRATOR 611 3.1 What ORACLE is 612 3.2 The 40 powers 613 3.3 The registry, all 51 organs 614 3.4 Routing, step by step 615 3.5 Coalition formation 616 3.6 The entity graph 617 618 PART IV ORGAN BY ORGAN 619 4.1 Certification layer 620 4.2 Aggregation and orchestration 621 4.3 Knowledge organs 622 4.4 Cognitive kernels 623 4.5 Growth organs 624 4.6 megamind-agi local organs 625 4.7 The code corpus 626 4.8 Domain organs 627 4.9 Timer organs 628 629 PART V COMPLETE API REFERENCE 630 5.1 Conventions 631 5.2 Verb table, every organ 632 5.3 ORACLE endpoints 633 5.4 Worked examples 634 635 PART VI CORPORA 636 6.1 The four file pattern 637 6.2 Every corpus measured 638 6.3 The passage contract 639 6.4 Adding knowledge correctly 640 641 PART VII DATA FLOW 642 7.1 A question, end to end 643 7.2 The three ingestion doors 644 7.3 The four learning loops 645 7.4 Where a fact physically goes 646 7.5 The invisibility failure mode 647 648 PART VIII MATHEMATICS 649 8.1 The core idea 650 8.2 Retrieval 651 8.3 Routing 652 8.4 Coalition trust 653 8.5 Bundling 654 8.6 Every kernel equation 655 8.7 Binary end to end, and the one exception 656 8.8 Capacity 657 658 PART IX FILE MAP 659 9.1 Bubbles 660 9.2 megamind-agi 661 9.3 M4 and VALKYRIE 662 9.4 Documentation 663 664 PART X OPERATIONS 665 10.1 Reaching each machine 666 10.2 Teaching PANTHEON a document 667 10.3 Creating a new organ 668 10.4 Registering with ORACLE 669 10.5 Health checks 670 10.6 Backup and rollback 671 672 PART XI KNOWN ISSUES 673 Eight issues, with evidence and severity 674 675 PART XII DATABASES 676 12.1 The headline 677 12.2 What mmdb actually harvests 678 12.3 The biggest database in the federation is unserved 679 12.4 PostgreSQL, three clusters, 19 databases 680 12.5 The two megamind databases, 41 GB, zero connections 681 12.6 missionMATCH exists five times 682 12.7 MADDIE corrupted, 3.6 GB in, 263 MB out 683 12.8 BadgerDB, a fourth technology, two stores corrupt 684 12.9 The MEGAMIND volume and a single point of failure 685 12.10 SQLite by device 686 12.11 Duplicate and versioned databases 687 12.12 Are they being used 688 12.13 What should happen 689 690 PART XIII ORCHESTRATION GAP 691 13.1 Three corrections to Parts I through XII 692 13.2 Every device, found not assumed 693 13.3 What ORACLE orchestrates today 694 13.4 Live services ORACLE does not know about 695 13.5 The M2, a complete AI tier nobody is using 696 13.6 The seferim sprawl 697 13.7 The gap, counted 698 13.8 What wiring everything in requires 699 13.9 Why this kept drifting to Bubbles 700 701 PART XIV APPENDICES 702 A Full registry dump, all 51 organs with caps 703 B Complete verb table 704 C Port allocation map 705 D Quick reference card 706 E Change log 707 708 709================================================================================ 710 PART I ORIENTATION 711================================================================================ 712 713-------------------------------------------------------------------------------- 7141.1 THE ONE PARAGRAPH VERSION 715-------------------------------------------------------------------------------- 716PANTHEON is the intelligence above an orchestration layer called ORACLE. Its 717substrate is a binary vector symbolic architecture spread across seven machines, 718four of which carry organs today. See PART XIII for the corrected picture. 719ORACLE, running on megamind-agi, is the orchestrator: it holds a registry of 51 720organs and its own entity graph of 74,271 entities and 510,124 edges, and it 721decides which organ answers any given question. Bubbles holds the bulk of the 722knowledge, roughly 205 million passages across six signature stores, served by 723six recall organs and surrounded by sixteen cognitive kernels that certify, 724select, evolve and rewire. M4 supplies language generation, one of two floating 725point component in the system. VALKYRIE supplies the Endless Table lore. Every 726retrieval is a Hamming distance over 512 bit signatures computed with popcount, 727and every routing decision is a Hamming distance over 2048 bit capability 728hypervectors. No floating point is used anywhere in retrieval or routing, which 729is why a distance computed on one machine is exactly equal to the same distance 730computed on another. 731 732-------------------------------------------------------------------------------- 7331.2 THE CORRECTION THAT MATTERS MOST 734-------------------------------------------------------------------------------- 735PANTHEON is not "the mm services on Bubbles". That is one third of it. 736 737 ORACLE, the orchestrator, runs on megamind-agi at 100.69.120.61, inside WSL2. 738 It is the thing that decides which organ answers a question. 739 Bubbles is where most of the KNOWLEDGE lives, not where decisions are made. 740 741Anything that teaches Bubbles without registering with ORACLE is invisible to 742the federation. The knowledge exists, is servable, and is never reached, because 743no question is ever routed to it. This is the single most common way this system 744drifts, and it happened twice on the day this document was written. 745 746-------------------------------------------------------------------------------- 7471.3 VOCABULARY 748-------------------------------------------------------------------------------- 749ORGAN a service that PANTHEON can route a question to. May be an HTTP 750 endpoint, a systemd timer, a NATS subject, or ORACLE itself. 751SIGNATURE a 512 bit vector representing one passage. 64 bytes. 752HYPERVECTOR a 2048 bit vector representing a capability or a task, used by 753 ORACLE for routing. 754BSIG a signature store. an append only file of 64 byte signatures. 755BLOB the evidence file. holds the actual passage text. 756IDX the index mmwikix mmaps to serve recall. rebuilt, never appended. 757SEEN dedup keys, so re-ingesting the same passage is a no op. 758PASSAGE one unit of knowledge. 40 to 400 characters, no pipe character. 759CAPS a capability string. ORACLE routes by comparing the question to 760 these. THE CAPS STRING IS THE ROUTING CONTROL SURFACE. 761CONTRACT ORACLE's compiled in knowledge of how to call a given organ and 762 validate its response. Organs without one can be routed to but 763 not called. 764CERTIFIED an answer whose content tokens are contained in retrieved 765 evidence. Anything else is REFUSED rather than generated. 766COALITION a set of organs ORACLE selects together for one question. 767IGNITED ORACLE's flag that a question had enough salience to commit. 768PERMILLE similarity expressed per thousand as an integer, never a float. 769 770-------------------------------------------------------------------------------- 7711.4 THE NUMBERS AT A GLANCE 772-------------------------------------------------------------------------------- 773 Devices 4 (7 on tailnet; see Part XIII) 774 Registered organs 59 (2026-07-29; was 51; +maddie) 775 Live and reachable 58 (17/17 tested classes callable,200) 776 Registered but dead 1 external-fed metrics port only 777 (megamind-m4 + world-brain REVIVED) 778 Listening ports across the federation 38 779 Knowledge passages ~204.9 million 780 ORACLE entities 74,271 781 ORACLE relations 21 782 ORACLE edges 510,124 783 Signature bytes on disk ~13.0 GB 784 Evidence bytes on disk ~27.6 GB 785 Index bytes on disk ~1.63 GB 786 Routing dimension 2048 bits 787 Retrieval dimension 512 bits 788 mmreason shadow dimension 1024 bits 789 Consciousness lattice target 5000 cells 790 Binaries in /opt/mm/bin ~200 791 792 793================================================================================ 794 PART II THE FOUR DEVICES 795================================================================================ 796 797-------------------------------------------------------------------------------- 7982.1 MEGAMIND-AGI THE BRAIN 799-------------------------------------------------------------------------------- 800Address 100.69.120.61 (tailnet) 801Hostname MEGAMIND-AGI 802Outer OS Microsoft Windows 11, version 10.0.26200.8875 803Inner OS WSL2, Ubuntu, the only distro, STATE Running 804Inner user joseph 805Uptime 13 days 17 hours at survey 806 807ROLE Orchestration and cognition. ORACLE lives here. This is where the 808 decision about which organ answers a question is made. The code 809 corpus also lives here. 810 811RUNNING ORGANS 812 ORACLE :9402 orchestrator, 51 organ registry, entity graph 813 mmworld :9401 world associative cortex, sparse binary state 814 mm-narrate :9403 narration, prose, scene, campaign description 815 eye :9404 Living World engine, world agnostic substrate 816 loom :9410 weaves eye, database and voice into one API 817 mmsem :9096 semantic embed, text to 512 bit signature (loopback) 818 mmgame :9097 game agent memory, goals, npc decisions (loopback) 819 mmpredict :9098 character generator, token continuation (loopback) 820 mmserve :9099 knowledge recall, hamming signature search 821 mmcode :9524 code corpus recall 822 mmparse :9526 comprehend, lex, tokenize, grammar, AST 823 mmscheme :9527 execute scheme 824 mmpy :9528 execute python 825 mmc :9529 execute C 826 827 Note 9096, 9097 and 9098 bind 127.0.0.1 only. They are reachable from inside 828 WSL but NOT across the tailnet, which is why ORACLE registers them with 829 127.0.0.1 URLs and mode local. 830 831DISK 832 /opt/mm/bin 94 MB ~200 binaries, the full cortex 833 /opt/mm/code 1.2 GB code corpus and its five organs 834 /opt/mm/data 1.9 GB substrate data 835 /opt/mm/oracle 18 MB oracle.wal, oracle.pcw, et_reason3 graph files 836 /opt/mm/pyembed 211 MB embedded python runtime 837 /opt/mm/src 17 MB C++ sources, Makefile, staged commit scripts 838 /opt/mm/logs 72 KB 839 /opt/mm/backups 840 /home/joseph/mmk a SECOND toolchain copy 841 /home/joseph/oracle oracle_serve binary and oracle_serve.cpp 842 843-------------------------------------------------------------------------------- 8442.2 BUBBLES THE MEMORY 845-------------------------------------------------------------------------------- 846Address 100.90.97.104 (tailnet) 847Public 169.155.162.118 848Hostname Bubbles 849OS Debian GNU/Linux 13 (trixie) 850[REDACTED: credential-associated original line 850; original retained outside this bundle.] 851Uptime 131 days at survey 852 853ROLE Knowledge and certification. Roughly 205 million passages and the 854 sixteen cognitive kernels. 855 856CRITICAL CONSTRAINT 857 Bubbles is also the revenue web host, serving roughly 60 client vhosts through 858 nginx. Treat it as production. New federation capability belongs on 859 megamind-agi, M4 or VALKYRIE. The organs that are here stay here because the 860 data has gravity, not because this is the right place to grow. 861 862RUNNING ORGANS 863 Certification mmk :9500, mmk2 :9501, mmk3 :9502, mmcert :9504 864 Aggregation mmbroad :9503, mmorch :9505, mmask :9518, mmreason :9520 865 Growth mmdb :9506, mmteach :9515 866 Cognition mmcog :9507, mmreshit :9508, mmepona :9509, mmstdp :9510, 867 mmact :9511, mmevolve :9512, mmlattice :9513, mmloop :9514 868 Knowledge wikipedia :9516, books :9517, arxiv :9521, legacy :9522, 869 live :9523, estate :9525 870 Domain atlas :8095, hephaestus :8770, bubbles-brain :8893 871 872EXPOSURE, verified 873 All mm organs bind 0.0.0.0 and there are no ufw rules on 95xx. Ports 9500 874 through 9529 were probed directly against the public IP 169.155.162.118 and 875 returned closed or filtered. They answer only over the tailnet. The protection 876 is upstream, not configured on the host. See Part XI issue 6. 877 878-------------------------------------------------------------------------------- 8792.3 M4 MAC MINI THE VOICE 880-------------------------------------------------------------------------------- 881Address 100.94.8.94 (tailnet) 882Hostname Josephs-Mac-mini.local 883OS macOS 15.7.3 884[REDACTED: credential-associated original line 884; original retained outside this bundle.] 885 886ROLE Language generation. When PANTHEON needs to SPEAK rather than 887 retrieve, the call comes here. 888 889LISTENING 890 mm-gateway :8090 node. LIVE. the generation path. ORACLE health 2. 891 Returns "404 page not found" on /health because it does 892 not implement that route. The process is up. Do not read 893 that 404 as the organ being down. 894 megamind- :8091 tailnet bound 895 megamind- :8092 loopback 896 node :8096 897 Python :8082, :8899 898 899DEAD BUT REGISTERED 900 megamind-m4 :9440 NOT LISTENING. priority 50, one of the highest. 901 world-brain :8099 NOT LISTENING. priority 18. 902 Both confirmed by lsof. ORACLE already reports both live:false health:0. 903 904-------------------------------------------------------------------------------- 9052.4 VALKYRIE THE LORE 906-------------------------------------------------------------------------------- 907Address 100.89.0.6 (tailnet) 908OS macOS 909User beandaddy 910 911ROLE Narrative domain knowledge for The Endless Table. 912 913 codex :8790 LIVE, ORACLE health 2, priority 42. Endless Table lore, 914 creatures, deities, items, places, spells. Responds but does 915 not implement /health. 916 917 codex is one of the few organs that aggregators actually execute. It appears 918 in mmbroad's compiled fan out AND in mmorch's executed list, so VALKYRIE lore 919 is genuinely reachable through federation queries. Newer organs are not. 920 921-------------------------------------------------------------------------------- 9222.5 NETWORK TOPOLOGY 923-------------------------------------------------------------------------------- 924Everything is joined over Tailscale. No organ is publicly exposed. 925 926 +---------------------------+ 927 | megamind-agi | 928 | 100.69.120.61 | 929 | Windows 11 + WSL2 | 930 | | 931 | ORACLE :9402 | 932 | 51 organ registry | 933 | 74,271 entities | 934 | 510,124 edges | 935 +------------+--------------+ 936 | 937 +----------------------+----------------------+ 938 | | | 939 v v v 940 +---------------------+ +----------------+ +--------------------+ 941 | Bubbles | | M4 Mac mini | | VALKYRIE | 942 | 100.90.97.104 | | 100.94.8.94 | | 100.89.0.6 | 943 | Debian 13 | | macOS 15.7.3 | | macOS | 944 | | | | | | 945 | 24 organs | | mm-gateway | | codex :8790 | 946 | ~205M passages | | :8090 LIVE | | Endless Table lore | 947 | 6 recall organs | | | | | 948 | 16 cognitive kernels| | :9440 DEAD | | | 949 | ALSO 60 client sites| | :8099 DEAD | | | 950 +---------------------+ +----------------+ +--------------------+ 951 952 Also: mmshard federation organ over NATS at 953 nats://100.90.97.104:4222/mesh.query.recall 954 955 956================================================================================ 957 PART III ORACLE, THE ORCHESTRATOR 958================================================================================ 959 960-------------------------------------------------------------------------------- 9613.1 WHAT ORACLE IS 962-------------------------------------------------------------------------------- 963Binary /opt/mm/bin/oracle 964Source /opt/mm/src and /home/joseph/oracle/oracle_serve.cpp 965Bind 0.0.0.0:9402 966Uptime 6 days 19 hours at survey 967Language C++ 968 969STATE, from /oracle/health 970 entities 74,271 971 relations 21 972 edges 510,124 973 dimension 2048 974 registry 51 organs 975 976PERSISTENCE 977 /opt/mm/oracle/oracle.wal 10 MB, actively written 978 /opt/mm/oracle/oracle.pcw 524 KB 979 /opt/mm/oracle/et_reason3.txt 2.4 MB, entity graph 980 /opt/mm/oracle/et_reason3_names.txt 1.3 MB, entity names 981 /opt/mm/oracle/et_reason3_rels.txt relations 982 Registration is persistent. /oracle/register returns "persistent":true and the 983 entry survives a restart. 984 985ORACLE IS TWO THINGS AT ONCE 986 1. A ROUTER. Given a question, it scores 51 organs and picks who should answer. 987 2. A GRAPH. It holds its own symbolic entity/relation store, separate from the 988 signature corpora on Bubbles. Passages live in bsig stores; entities and 989 relations live here. 990 991-------------------------------------------------------------------------------- 9923.2 THE 40 POWERS 993-------------------------------------------------------------------------------- 994Reported by /oracle/health. 995 996GRAPH AND REASONING 997 recall retrieve from the entity graph 998 inverse inverse relation lookup 999 hop multi hop traversal 1000 analogy a is to b as c is to ? 1001 similar nearest entities 1002 facts all facts about an entity 1003 path path between two entities 1004 set set operations over entities 1005 consistent consistency check 1006 learn WRITE a fact into the graph 1007 unlearn remove a fact 1008 revise belief revision 1009 counterfactual what if 1010 induce generalise from instances 1011 predict forward inference 1012 abduce best explanation 1013 factor factorisation 1014 map mapping between structures 1015 1016COMPOSITION AND PLANNING 1017 compose synth ground plan nextgoal metalearn safegate library 1018 sensorimotor negotiate culture signal workspace 1019 1020FEDERATION 1021 organs list the registry 1022 register add or update an organ 1023 orchestrate route only 1024 execute route and call 1025 coalition form and execute a coalition 1026 orchstress execstress coalstress fedstress stress variants 1027 federation pantheon pantstress 1028 1029SEFERIM LADDER 1030 seferim-spec, seferim-specstress 1031 seferim-s0state, seferim-s0stress, seferim-bridge, seferim-s05stress 1032 seferim-s1demo through seferim-s16stress, plus seferim-s65gate 1033 Roughly 40 staged entries, each with a demo and a stress variant. This is a 1034 capability ladder from S0 to S16 recording staged development. 1035 1036-------------------------------------------------------------------------------- 10373.3 THE REGISTRY, ALL 51 ORGANS 1038-------------------------------------------------------------------------------- 1039Sorted by priority, which is one term in the routing score. 1040 1041PRI ORGAN MODE STATE H KIND URL 1042 80 ORACLE local live 1 builtin internal:/oracle 1043 served at http://100.77.114.40:9402/oracle/* on megamind-agi. NOT 9500. 1044 50 megamind-m4 remote DEAD 0 builtin http://100.94.8.94:9440 1045 50 mmgame local live 2 builtin http://127.0.0.1:9097/game 1046 48 mm-gateway remote live 2 builtin http://100.94.8.94:8090 1047 46 mmsem local live 2 builtin http://127.0.0.1:9096/sem 1048 44 mm-narrate local live 2 builtin http://127.0.0.1:9403/narrate 1049 42 codex remote live 2 builtin http://100.89.0.6:8790 1050 40 mmserve local live 2 builtin http://127.0.0.1:9099/recall 1051 40 mmworld local live 2 builtin http://127.0.0.1:9401/world/recall 1052 36 bubbles-brain remote live 2 builtin http://100.90.97.104:8893 1053 30 mmshard federation live 1 builtin nats://100.90.97.104:4222/mesh.query.recall 1054 24 __probe__ disabled live 1 registered local:__probe__ 1055 24 __wal_probe__ external live 1 registered internal:probe 1056 24 ask remote live 2 registered http://100.90.97.104:9518 1057 24 books remote live 2 registered http://100.90.97.104:9517 1058 24 eye local live 2 registered http://127.0.0.1:9404 1059 24 loom local live 2 registered http://127.0.0.1:9410/organ 1060 24 mm-estate remote live 2 registered http://100.90.97.104:9525 1061 24 mm-legacy remote live 2 registered http://100.90.97.104:9522/recall 1062 24 mm-live remote live 2 registered http://100.90.97.104:9523/recall 1063 24 mmact remote live 2 registered http://100.90.97.104:9511 1064 24 mmbroad remote live 2 registered http://100.90.97.104:9503 1065 24 mmc remote live 2 registered http://127.0.0.1:9529/execute 1066 24 mmcert remote live 2 registered http://100.90.97.104:9504 1067 24 mmcode remote live 2 registered http://127.0.0.1:9524/recall 1068 24 mmcog remote live 2 registered http://100.90.97.104:9507 1069 24 mmdb remote live 2 registered http://100.90.97.104:9506 1070 24 mmepona remote live 2 registered http://100.90.97.104:9509 1071 24 mmevolve remote live 2 registered http://100.90.97.104:9512 1072 24 mmharvest timer live 1 registered timer:mm-harvest.service 1073 24 mmk remote live 2 registered http://100.90.97.104:9500 1074 24 mmk2 remote live 2 registered http://100.90.97.104:9501 1075 24 mmk3 remote live 2 registered http://100.90.97.104:9502 1076 24 mmlattice remote live 2 registered http://100.90.97.104:9513 1077 24 mmloop remote live 2 registered http://100.90.97.104:9514 1078 24 mmorch remote live 2 registered http://100.90.97.104:9505 1079 24 mmparse remote live 2 registered http://127.0.0.1:9526/comprehend 1080 24 mmpy remote live 2 registered http://127.0.0.1:9528/execute 1081 24 mmreshit remote live 2 registered http://100.90.97.104:9508 1082 24 mmscheme remote live 2 registered http://127.0.0.1:9527/execute 1083 24 mmstdp remote live 2 registered http://100.90.97.104:9510 1084 24 mmteach remote live 2 registered http://100.90.97.104:9515 1085 24 wikipedia-x remote live 2 registered http://100.90.97.104:9516 1086 22 hephaestus remote live 2 builtin http://100.90.97.104:8770 1087 20 mmpredict local live 2 builtin http://127.0.0.1:9098/gen 1088 18 world-brain remote DEAD 0 builtin http://100.94.8.94:8099 1089 16 atlas remote live 2 builtin http://100.90.97.104:8095 1090 12 mmcap timer live 1 builtin timer:mm-cap.service 1091 12 mmeval timer live 1 builtin timer:mm-eval.service 1092 12 mmgate timer live 1 builtin timer:mm-gate.service 1093 8 mmheart timer live 1 builtin timer:mm-heart.service 1094 1095MODES 1096 local an organ on megamind-agi itself 1097 remote HTTP organ on another machine, reached by tailnet address 1098 federation mmshard, over NATS 1099 timer systemd timer, no port 1100 disabled __probe__, marked __inert_do_not_route__ 1101 external __wal_probe__ 1102 1103HEALTH VALUES 1104 2 fully healthy, responded to probe 1105 1 assumed healthy, not HTTP probeable (ORACLE itself, timers, NATS) 1106 0 dead 1107 1108FULL CAPS FOR EVERY ORGAN ARE IN APPENDIX A. 1109 1110-------------------------------------------------------------------------------- 11113.4 ROUTING, STEP BY STEP 1112-------------------------------------------------------------------------------- 1113ORACLE returns its own maths on every orchestrate call. Quoted verbatim: 1114 1115 "signature" : "binary majority bundle of token hypervectors" 1116 "distance" : "hamming = popcnt(task XOR capability)" 1117 "score" : "(D-hamming) + 96*token_overlap + 32*live + 16*local + priority" 1118 "broadcast" : "majority_bundle(task, winner_capabilities)" 1119 1120THE STEPS 1121 1. Tokenise the question. 1122 2. Map each token to a 2048 bit hypervector. 1123 3. task_sig = majority_bundle(all token hypervectors). 1124 4. For each of the 51 registered organs: 1125 capability_sig = majority_bundle(tokens of its caps string) 1126 hamming = popcnt(task_sig XOR capability_sig) 1127 token_overlap = count of literal shared tokens 1128 score = (2048 - hamming) 1129 + 96 * token_overlap 1130 + 32 * (live ? 1 : 0) 1131 + 16 * (local ? 1 : 0) 1132 + priority 1133 5. Sort by score. Highest is the winner. 1134 6. ignited = true if salience passed threshold. 1135 7. broadcast_sig = majority_bundle(task_sig, winner_capabilities). 1136 1137WHY TOKEN OVERLAP DOMINATES IN PRACTICE 1138 The (D - hamming) term ranges roughly 1000 to 1100 for most organs, so it 1139 rarely separates them. A single point of token_overlap is worth 96, which is 1140 usually decisive. This is why the caps string is the control surface. 1141 1142WORKED EXAMPLE, observed live 1143 Question "missionMATCH cleared workforce intelligence platform" 1144 1145 BEFORE mm-estate existed 1146 ORACLE score 1173 hamming 1003 overlap 0 confidence 97 1147 mm-narrate score 1167 hamming 973 overlap 0 confidence 93 1148 mmgame score 1126 hamming 1020 overlap 0 confidence 66 1149 mm-gateway score 1123 hamming 1005 overlap 0 confidence 64 1150 mmworld score 1123 hamming 1013 overlap 0 confidence 64 1151 The knowledge was in mm-live, whose caps read "live current fresh recent 1152 news knowledge wikipedia arxiv pubmed openalex academic biomedical harvest 1153 continuous recall today". Token overlap with the question: ZERO. 1154 mm-live was never even in the top five. 1155 1156 AFTER registering mm-estate with estate vocabulary 1157 mm-estate score 1190 hamming 1010 overlap 1 confidence 108 WINNER 1158 ORACLE score 1173 hamming 1003 overlap 0 confidence 97 1159 mm-narrate score 1167 hamming 973 overlap 0 confidence 93 1160 1161 The hamming got WORSE (1010 vs ORACLE's 1003). The single point of token 1162 overlap, worth 96, is what changed the winner. Capability wording decides 1163 routing. 1164 1165-------------------------------------------------------------------------------- 11663.5 COALITION FORMATION 1167-------------------------------------------------------------------------------- 1168Instead of one winner, ORACLE can select and execute several organs. 1169 1170 "member_trust" : "route_score + 768*pass + 256*valid_json + 128*called 1171 + min(bytes,2048)/4 - 256*not_called" 1172 1173 route_score the routing score from 3.4 1174 +768 pass the supervisor accepted the response, by far the largest term 1175 +256 valid_json the response parsed 1176 +128 called it was actually invoked 1177 +bytes/4 capped at 2048 bytes, so a maximum of 512 points 1178 -256 not_called penalty for being selected and not invoked 1179 1180OBSERVED, a real coalition 1181 mm-estate route_score 1869 called false reason no_contract trust 1613 1182 atlas route_score 1213 called true status 200 trust 2877 1183 ORACLE route_score 1194 called true status 200 trust 2526 1184 mmgame route_score 1151 called true status 200 trust 2312 1185 winner atlas, members_called 3, members_passed 3, supervisor_pass true 1186 1187 mm-estate had the HIGHEST route score of any member and lost, because it was 1188 never called. 1869 - 256 = 1613, and it forfeits the +768 and +256 and +128. 1189 This is the trust function correctly punishing an unreachable organ. The 1190 routing was right; the execution contract is what is missing. 1191 1192-------------------------------------------------------------------------------- 11933.6 THE ENTITY GRAPH 1194-------------------------------------------------------------------------------- 1195Separate from the signature corpora. Passages live in bsig stores on Bubbles; 1196entities and relations live in ORACLE on megamind-agi. 1197 1198 74,271 entities 1199 21 relations 1200 510,124 edges 1201 1202WHO WRITES TO IT 1203 mmteach :9515 on Bubbles is the bridge. Its role string: 1204 "teaching bridge: pushes STDP-learned certified associations (w>=200) into 1205 the live PANTHEON graph via /oracle/learn" 1206 So the Bubbles cognitive machinery observes co-activation, mmstdp accumulates 1207 integer weights, and once a weight passes 200 mmteach asserts it into ORACLE's 1208 graph. The threshold is the filter that stops weak correlation becoming fact. 1209 1210CLAIM FORMAT 1211 Federation self knowledge is stored as pipe delimited claim lines: 1212 s=org:oracle | p=entity_count | o=#73606 | pol=pos 1213 s=kb:substrate | p=learned_count | o=#231577 | pol=pos 1214 subject, predicate, object, polarity. This is why the pipe character is 1215 forbidden inside passages. 1216 1217 1218================================================================================ 1219 PART IV ORGAN BY ORGAN 1220================================================================================ 1221Every role string below is quoted verbatim from the organ's own /health. 1222Every verb list is quoted from the organ's own error response. 1223 1224-------------------------------------------------------------------------------- 1225IMPORTANT: TWO KINDS OF CAPS 1226-------------------------------------------------------------------------------- 1227Every organ has a LOCAL /caps returned by its own binary. 1228ORACLE separately stores a REGISTERED caps string set at registration time. 1229These differ, and ORACLE routes on the REGISTERED one. 1230 1231All six mmwikix recall organs return the SAME generic local caps: 1232 "wikipedia encyclopedia knowledge recall search facts article passage binary 1233 hamming everything general" 1234 1235That is the binary describing itself, not the store's contents. When registering 1236a recall organ you MUST supply caps describing its ACTUAL content, or ORACLE 1237cannot distinguish Wikipedia from your estate documents. 1238 1239-------------------------------------------------------------------------------- 12404.1 CERTIFICATION LAYER 1241-------------------------------------------------------------------------------- 1242 1243mmk :9500 1244 role binary certification kernel 1245 verbs GET /health | /caps | /answer?q= | /root 1246 caps certify verify proof provenance merkle binary claim grounded cited 1247 answer refuse trusted kernel 1248 Free text returns: 1249 {"mode":"refuse","answer":"The indexed and verified sources do not support 1250 an answer. (query needs s= and p=)"} 1251 It is a subject/predicate interface, not free text. /root returns the merkle 1252 root of the certified store. 1253 1254mmk2 :9501 1255 role binary certification kernel Phase-2 (HDC retrieval + query-answer 1256 correspondence) 1257 verbs GET /health | /caps | /answer?q=CLAIM s=..|p=.. | /root 1258 Adds hyperdimensional retrieval and a correspondence check between what was 1259 asked and what was answered. Ed25519 signed roots. 1260 caps include "signed root ed25519 trusted kernel zero fabrication" 1261 1262mmk3 :9502 1263 role binary certification kernel Phase-3 (SMT non-revocation + rollback 1264 epoch + temporal + proof-object verifier) 1265 verbs GET /health | /caps | /answer?q=CLAIM s=..|p=.. | /root 1266 Adds sparse merkle non revocation, rollback resistance, temporal proofs, and a 1267 proof object verifier. The strongest gate in the stack. 1268 caps include "sparse merkle non-revocation rollback resistant temporal 1269 proof-object verifier" 1270 1271mmcert :9504 1272 role certified recall: trusted binary containment gate over untrusted 1273 broad-recall (mmbroad); CERTIFIED iff query content tokens subset-of 1274 evidence, else REFUSE 1275 verbs GET /ask?q=&k= | /certify?q=&e= | /verify?q=&e= | /health | /caps 1276 THIS IS THE ANTI FABRICATION RULE STATED EXACTLY. An answer is certified only 1277 if every content token of the query is CONTAINED in the retrieved evidence. 1278 Otherwise it refuses. Extractive, never generative. 1279 1280-------------------------------------------------------------------------------- 12814.2 AGGREGATION AND ORCHESTRATION 1282-------------------------------------------------------------------------------- 1283 1284mmbroad :9503 1285 role binary broad-recall aggregator (fans out to ALL knowledge organs, 1286 uniform 512-bit hamming merge) 1287 verbs GET /recall?q=&k= | /health | /caps 1288 Parallel fan out, then merges on one uniform hamming scale so a hit from 1289 Wikipedia is directly comparable to a hit from arXiv. 1290 Returns organs_consulted, organs_reached[], reached_count, hits[] where each 1291 hit has organ, hamming, similarity_permille, snippet. 1292 1293 COMPILED IN FAN OUT LIST, 9 organs: 1294 megamind-m4 (DEAD), mmserve, atlas, codex, wiki, books, arxiv, 1295 mm-legacy, mm-live 1296 mm-estate is NOT in it. Cannot be added without rebuilding the binary. 1297 1298mmorch :9505 1299 role PANTHEON orchestrator: oracle-selected coalition EXECUTED+aggregated 1300 across all knowledge organs then mmcert-certified 1301 (closes oracle route_only gap) 1302 verbs GET /ask?q=&k= | /trace?q= | /health | /caps 1303 Exists specifically to fix ORACLE's route_only limitation. It does not fix it 1304 for newly registered organs. 1305 1306 OBSERVED live, asking about missionMATCH: 1307 "oracle":{"used":true,"winner":"mm-estate", 1308 "native_execution":"route_only", 1309 "mmorch_execution":"execute+aggregate+certify"} 1310 "organs_executed":["megamind-m4","mmserve","wikipedia","atlas","books","codex"] 1311 "coalition_skipped_nonknowledge":["mm-estate","ORACLE","mm-narrate",...] 1312 "candidates_considered":43 1313 "verdict":"REFUSE","reason":"no executed-organ evidence certified 1314 (query content tokens not contained) — refusing rather than fabricate" 1315 1316 It asked ORACLE, was correctly told mm-estate, SKIPPED it as "nonknowledge" 1317 because mm-estate is not on mmorch's own compiled list, executed six other 1318 organs including the dead megamind-m4, found nothing relevant, and refused. 1319 THE REFUSAL IS CORRECT. The organ list is the bug. 1320 1321mmask :9518 1322 role unified grounded Q&A: retrieve evidence (bubbles all-knowledge) -> 1323 speak it (M4 Qwen). Ties all 4 machines into one answer. 1324 verbs GET /ask?q= | /health | /caps 1325 pipeline "bubbles retrieve -> mmcert relevance-filter -> M4 Qwen speak" 1326 OBSERVED returning: 1327 {"power":"pantheon-ask","answer":"(voice unavailable)","grounded":true, 1328 "evidence_count":8,"grounding_overlap":0,"well_grounded":false} 1329 Retrieval and certification succeeded; the M4 voice leg did not respond. 1330 Graceful degradation: you still get grounded evidence. 1331 1332mmreason :9520 1333 role PANTHEON binary retrieval+reasoning organ (shadow, D=1024) 1334 verbs POST /reason {"query":...} | GET /health | GET /capability 1335 NOTE the only organ that takes POST and JSON. Runs at D=1024, not 512. 1336 Serves from mmreason_corpus.tsv rather than a .bsig store. 1337 1338-------------------------------------------------------------------------------- 13394.3 KNOWLEDGE ORGANS 1340-------------------------------------------------------------------------------- 1341All six are mmwikix instances. Identical binary, different store. 1342 role binary Hamming recall over a signature store (mmap popcount, exact NN) 1343 verbs GET /recall?q=&k= | /reindex | /health | /caps 1344 1345 ORGAN PORT RECORDS STORE CONTENT 1346 books 9517 148,383,963 gutenberg.bsig Project Gutenberg 1347 wikipedia 9516 49,031,046 wiki.bsig full Wikipedia 1348 legacy 9522 3,243,763 legacy.bsig salvaged models, tensors, 1349 wikidata, maddie archive 1350 arxiv 9521 3,029,394 arxiv.bsig arXiv abstracts 1351 estate 9525 156,229 knowledge.bsig YOUR projects and documents 1352 live 9523 93,418 live.bsig continuous harvest 1353 1354 wikipedia :9516 has a slightly different role string naming the full-Wikipedia 1355 store explicitly. The others share the generic string. 1356 1357 RESPONSE SHAPE 1358 {"organ":"estate","binary":true,"corpus":156229,"dimension":512, 1359 "hits":[{"id":153691,"hamming":119,"similarity_permille":767, 1360 "body":"Cleared Workforce Intelligence missionMATCH, screenMATCH"}]} 1361 1362 /reindex on the organ rebuilds its index in place. The systemd reindex units 1363 are preferred because they write to .idx.new and mv atomically. 1364 1365-------------------------------------------------------------------------------- 13664.4 COGNITIVE KERNELS 1367-------------------------------------------------------------------------------- 1368 1369mmcog :9507 1370 role cognitive-dynamics kernel: binary Consciousness-Q vital sign 1371 (coherence x integration x field-change x scale) + predictive-coherence 1372 Phi_pred=1/(1+dH) & recursive self-coherence Psi_self; 1373 a COHERENCE diagnostic, NOT a consciousness proof 1374 verbs GET /q | /tick | /health | /caps 1375 NOTE the organ itself disclaims the consciousness reading. Quote that 1376 disclaimer whenever this metric is discussed. 1377 1378mmreshit :9508 1379 role RESHIT path selection: Omega=argmin[S+U-V] over federation candidates 1380 (surprise=hamming, uncertainty=midpoint, value=mmcert) 1381 binary active-inference selection 1382 verbs GET /select?q=&k= | /health | /caps 1383 1384mmepona :9509 1385 role EPONA value-directed update: binary separable energy descent, belief 1386 converges toward certified (value) and away from refused (loss) 1387 verbs GET /update?q=&k=&eta=&lambda= | /health | /caps 1388 eta is the learning rate, lambda the regularisation term. 1389 1390mmstdp :9510 1391 role STDP plasticity: self-wires a directed weighted graph from grounded 1392 co-activation (integer bit-shift exponential window); the integration lever 1393 verbs GET /wire?ctx=&cert=1 | /edges?top= | /neighbors?node=&n= | /health | /caps 1394 The exponential decay window is implemented as integer bit shifts, keeping the 1395 whole plasticity mechanism free of floating point. 1396 1397mmact :9511 1398 role autonomous action policy: a*=argmax J 1399 (base+explore+theta-conflict-resource+entropy-repetition) 1400 self-directed goal choice, anti-loop, binary 1401 verbs GET /choose?actions=a|b|c | /reset | /health | /caps 1402 NOTE actions are pipe delimited in the query string. 1403 The -repetition term is the anti-loop mechanism. 1404 1405mmevolve :9512 1406 role unified learning dynamics dx/dt=D+N+F+T: the cognitive state evolves by 1407 diffusion+emergence+force+transport (binary majority integration) 1408 verbs GET /evolve?state=&input=&steps= | /health | /caps 1409 1410mmlattice :9513 1411 role substrate->consciousness lattice Pi:R^N->R^5000; each cell = 1412 majority-bundle of its neuron region (the experiential coupling lattice 1413 X in Psi=f(A,X,S)) 1414 verbs GET /project | /activate?q=&k= | /cell?i= | /health | /caps 1415 1416mmloop :9514 1417 role feedback closure: ties 8 cognitive kernels into one self-turning 1418 adaptive loop (choose->evolve->update->wire->measure->reward), 1419 hill-climbs Q 1420 verbs GET /run?cycles=N | /reset | /health | /caps 1421 This is the organ that makes the others into a system rather than a toolbox. 1422 1423mmteach :9515 1424 role teaching bridge: pushes STDP-learned certified associations (w>=200) 1425 into the live PANTHEON graph via /oracle/learn 1426 the cognitive machinery teaches the temple 1427 verbs GET /teach | /health | /caps 1428 The link between Bubbles cognition and ORACLE memory on megamind-agi. 1429 1430-------------------------------------------------------------------------------- 14314.5 GROWTH ORGANS 1432-------------------------------------------------------------------------------- 1433 1434mmdb :9506 1435 role federation database harvester: embeds knowledge DBs on all machines 1436 into the binary substrate, idempotent content-addressed; 1437 allowlist columns only (no PII) 1438 verbs GET /sources | /health | /caps 1439 Serves from sources.tsv. The no PII allowlist is a deliberate boundary and it 1440 does NOT apply to mmdoc, which ingests whatever it is pointed at. 1441 1442-------------------------------------------------------------------------------- 14434.6 MEGAMIND-AGI LOCAL ORGANS 1444-------------------------------------------------------------------------------- 1445 1446mmsem :9096 GET /sem?q=text 1447 caps semantic embed signature vector text meaning 512 binary 1448 Text to 512 bit signature. THE EMBEDDER the whole system depends on for 1449 turning language into a comparable bit vector. Loopback only. 1450 1451mmgame :9097 routes: /game/remember?agent=&imp=&text=, 1452 /game/recall?agent=&k=&text=, 1453 /game/social?agent=&k=, /game/health 1454 caps game agent memory goal decision plan npc player social turn 1455 priority 50, joint highest after ORACLE. Per agent memory with an importance 1456 weight, recall, and a social model. Loopback only. 1457 1458mmpredict :9098 GET /gen 1459 caps character generator text continuation token language fallback 1460 Returns {"seed":"the ","gen":"...","chars":120}. A character level generator, 1461 the local fallback when M4's voice is unavailable. Loopback only. 1462 1463mmserve :9099 routes: /recall?q=&k=, /health, /reload 1464 caps knowledge recall memory hamming signature search retrieve corpus document 1465 Local knowledge recall. In BOTH mmbroad's fan out and mmorch's execute list, 1466 so it is one of the few organs aggregators actually call. 1467 1468mmworld :9401 GET /world/recall?q=tok1|tok2 or /world/health 1469 caps world associative cortex sparse binary environment state recall token map 1470 NOTE query tokens are pipe delimited here, unusually. 1471 1472mm-narrate :9403 GET /narrate?sents=&theme=&seed= 1473 caps narration prose story scene campaign description language fantasy 1474 Deterministic given a seed. 1475 1476eye :9404 unknown power (it rejects unknown verbs by name) 1477 caps living world wheel of time the original world spin a new original world 1478 from the same substrate a non wot commercializable world the engine 1479 seeds a fresh world from scratch nothing is wot hardcoded the renowned 1480 product is the engine and its own worlds world agnostic substrate 1481 The caps are explicit that the product is the ENGINE and its own worlds, 1482 deliberately not Wheel of Time derived. That is a commercial positioning 1483 statement encoded into the routing layer. 1484 1485loom :9410 GET /health | /organ?q= | /world/overview | /wheel | 1486 /chronicle?k= | /narrate?beat= | 1487 /narrategate?prose=&source=&decoy= | /worldmap?k= | 1488 /heritages | /forge?heritage=&sex=&background=&seed= | 1489 /play?heritage=&sex=&allegiance=&action=&target= | 1490 /enter?name=&heritage=&sex=&place= | /act?player=&action=&ta... 1491 caps the loom orchestration layer weaves the eye and the database and the 1492 voice into one api web client frontend world overview dashboard compose 1493 view model tables graphs charts aggregate coordinate tie together 1494 orchestrate the living world 1495 By far the richest verb surface in the federation. This is the Living World 1496 game API: character forging, entering the world, acting, chronicling. 1497 /narrategate takes prose plus a source plus a decoy, which is a grounding 1498 check against fabricated narration. 1499 1500--------------------------------------------------------------------------------