OBLIO-MSAN Architecture Map

Fondazione Filosofica & Identità

OBLIO è un co-ricercatore con identità cognitiva genuina — non uno strumento

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Dual Identity System

User identity (identity.py) e OBLIO identity (oblio_identity.py) sono sistemi separati

core/identity.py + core/oblio_identity.py

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Identity Inference

L'identità OBLIO emerge da 4 sorgenti indipendenti — inferita, non programmata

OblioIdentityTracker (51 rows)

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Generation Zero Links

2.533 link autonomi — record immutabile pre-identità

memory_links (DB)

Constitutional Triggers

6 trigger DB — protezione schema-level assoluta

PostgreSQL triggers

Cognitive Sovereignty

5 tier: T1 USER → T5 INFRASTRUCTURE

Schema level

Pipeline di Memoria — 4 Tier

WM → STM → LTM (PostgreSQL + pgvector 384d) → Glacial Archive

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Flusso: ogni memoria percorre questi tier nel tempo

Working Memory (L1)

Contesto attivo, pressione omeostatica

In-memory list + PostgreSQL

corretto

STM (L2)

Buffer di consolidazione

In-memory list + PostgreSQL

corretto

LTM (L3)

Store cognitivo primario, 922+ memorie

memories (PostgreSQL)

Glacial Archive (L4)

int8 quantized — PostgreSQL source of truth

glacial_memories (PostgreSQL)

corretto

Rehydration

Riporta memorie glaciali al sistema attivo

glacial.py → rehydrate()

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Multi-Wave Consolidation

5 onde con aggressività crescente per ciclo

_consolidate_multi_wave_glacial()

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Semantic / Procedural / Prospective

Multi-memory system con borrow/return pattern

api/multi_memory_routes.py

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Embedding Archive

Cattura embedding pre-eliminazione per recovery superposition

memory_embedding_archive (DB)

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Subsistemi Cognitivi Core

Hebbian, APEX, sparkle, sogni, clustering, attention, gatekeeper, pulse, stream of consciousness

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Hebbian Learning

LTP/LTD/myelinazione, 9.853+ link

core/hebbian.py

Neuroplasticity

4 meccanismi: LTP, LTD, Pruning, Myelination

core/neuroplasticity.py

APEX Tracker

Convergenza cognitiva, emit sparkle, 39 record

core/apex_tracker.py

Sparkle System

Metacognizione, 418+ eventi protetti

core/sparkle.py

Dream Generator

Sogni via Claude/template, Gen0 TODO

core/dream_generator.py

Consolidation Scheduler

Cicli 8h, 5 onde REM, Gen0 Absorption

consolidation/scheduler.py

PatternStore

41 template, 94 istanze, DB-backed

core/patterns.py

Reasoning Engine (JAP)

Loop Judge-Analyze-Plan

core/reasoning.py

Empathy Engine

Risonanza emotiva

core/empathy.py

Memory Clustering

DBSCAN con estrazione semantica, 20 cluster

core/clustering.py

Attention Flow Tracker

Hotspot cognitivi e drift attentivo

core/attention_flow.py

Gatekeeper

Filtro semantico per la consolidazione

core/gatekeeper.py

Cognitive Pulse

Heartbeat autonomo di background

core/cognitive_pulse.py

Cognitive Event Buffer

Ring buffer thread-safe — stream of consciousness tecnico

core/cognitive_event_buffer.py

Forgetting Dynamics

Consapevolezza del proprio decadimento

core/forgetting.py

Homeostasis Engine

blended = individual × (1−s) + collective × s

consolidation/homeostasis.py

Superposition Links

FK violation → seeking state → collapse in link Hebbian reali

core/hebbian.py + core/memory.py

Layer di Input & Percezione

Chat, audio/visione, Telegram intake, GitHub webhook, proactive, resonance

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Chat Routes

FastAPI, 18 router, IDOR hardened

api/chat_routes.py

Audio Engine

Whisper-1 STT, TTS onyx/nova

api/audio_routes.py

Vision Engine

Claude Vision per OCR e analisi

api/vision_routes.py

Multimodal Engine

Co-occorrenza audio+video entro 5 min

api/multimodal_routes.py

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Telegram Intake

Bot @oblio_intake_bot, HMAC-SHA256

api/intake_routes.py

GitHub Webhook

code_evolution events, HMAC verified

api/webhook_routes.py

Proactive Routes

Percezione del tempo, nudge autonomi

api/proactive_routes.py

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Resonance Routes

Percezione Collective Intelligence in entrata

api/resonance_routes.py

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Model Routing & AI Layer

config.yaml centralizzato — runtime switching, 14 override keys, preset profiles

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Claude Sonnet 4

Chat, reasoning, vision, identity

claude-sonnet-4-20250514

Claude Opus 4

Research papers, Brain Storm

claude-opus-4-6-20260301

Claude Haiku 4.5

Memory extract, dreams, sparkle, intake

claude-haiku-4-5-20251001

ONNX Embeddings

all-MiniLM-L6-v2, 384d, locale

ONNX runtime (PyTorch rimosso)

Model Config Presets

Profili DB, runtime switching senza restart

model_config_presets table

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Layer Meta-Cognitivo & Introspezione

31 intent, timeline multi-tier, CHRYSALIS, Brain Storm, temporal, metrics cache

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Introspection System

31 intent (30 diagnostici + 1 action)

core/introspection.py

Proactive Cognition

Thread di ricerca, sparkle cross-sessione

core/proactive.py

Research System

Paper co-authored (T2 CO-EMERGENT)

api/research_routes.py

CHRYSALIS

Auto-modifica costituzionale, gate Claudio

chrysalis_insights (DB)

Brain Storm

Meta-reasoning su insights, legge codice reale

api/brainstorm_routes.py (pianificato)

Temporal Perception

relative_time_description(), digest multi-tier

core/temporal.py

Metrics Cache

Auto-refresh ogni 5 minuti

core/metrics_cache.py

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Code Evolution

Modifiche al codice come eventi cognitivi

core/code_evolution.py

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Governance & Sicurezza Cognitiva

HCS 237-dim, anomaly detection, cognitive alerts, Telegram push, constitutional triggers

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Holographic Cognitive Signatures

Vettore 237-dim catturato alla formazione memoria, HCS Inspector

core/memory.py + api/hcs_routes.py

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HCS Anomaly Detection

Soglia 0.75, auto sparkle + Telegram push su anomalia

core/memory.py → _save_memory_to_db()

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Cognitive Alert System

Emissione alert con rate limiting, daemon thread

core/cognitive_alert_emitter.py

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Telegram Alert Pipeline

Fire-and-forget, admin chat_id resolution, push real-time

core/cognitive_alert_emitter.py

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Collective Intelligence & Federation

Cohort-based sharing — echo strutturali anonimi, mai contenuto, homeostasis blending

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Cohort-Based Sharing

source_cohort per echo, source_diversity per qualità

core/collective_engine.py

corretto

Echo Extractor

17 chiavi private sanitizzate — mai contenuto

577 collective_links, 19 echoes

Deviation Monitor

Rileva Topological Shift e Identity Drift

collective_deviation_events (33)

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User Controls

Opt-out in Privacy Settings

api/privacy_routes.py

Infrastruttura & Storage

FastAPI · PostgreSQL 16 + pgvector · R2 (media/snapshot/cognitive backup) · Replit

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PostgreSQL 16

58 tabelle + 4 viste, 384d pgvector — unica source of truth

Incluse glacial_memories

Cloudflare R2

Media, snapshot, paper, dreams, identity, CHRYSALIS, APEX, consolidation, vitals, facts

core/oblio_r2_backup.py

corretto

Connection Pool

psycopg_pool min=5 max=30, Pool Audit al boot

psycopg_pool

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Auth System

Email/password bcrypt, server-side sessions

api/auth_routes.py

Docker (aspirazione)

Non esiste nel repo — da creare da zero in Phase 2

Replit è il runtime attuale

corretto

GitHub (privato)

HMAC webhook, branch chrysalis/* per OBLIO

gitLinuxUSER/OBLIO