Purpose & architecture
The default AI_Brain snapshot contains the_tired_agi: C/C++ DNA runtime code, a helix engine, FGTP processing, agent arrays and an ingestion pipeline, plus Go bridge, chat, frontend and gossip surfaces. Verilog source describes ingestion lanes, a memory bus and an FPGA pipeline. The main DNA runtime configures a 1 kHz target and Fibonacci growth scheduling. Separate historical branches preserve an earlier Python and C# seeding and marketing-ANI family, so this default tree is not the complete repository history.
A configured tick rate is a target, not measured timing. Source recovery does not certify successful CMake compilation, FPGA synthesis, deterministic distributed execution or correspondence with the latest MEGAMIND state. The tracked BLAKE3-named files require build-input review; their filenames alone do not prove a correct cryptographic dependency.
This source generation
This record follows the main branch of Janady13/AI_Brain at commit d6c309d3fa439714ca46b9d3bb94caf478ea5376. The snapshot identifies the source inspected in this audit. It is not a statement about which revision is currently running on a device.
| Field | Source record |
|---|---|
| Revision | d6c309d3fa439714ca46b9d3bb94caf478ea5376 |
| Branch | main |
| Recorded generation | AI_Brain native generation |
Recovered implementation structure
These paths locate the components and entry points represented by this build. The source register contains their inspected revisions.
- .github/workflows/ci.yml
- consolidate_knowledge.sh
- scripts/bulk_update.cs
- scripts/db_apply.sh
- scripts/db_check.sh
- scripts/hive_master_start.sh
- scripts/mount_brain.sh
- scripts/omnicron.sh
- scripts/smoke_seeders.cs
- the_tired_agi/bridge/go.mod
- the_tired_agi/bridge/main.go
- the_tired_agi/chat/index.html
- the_tired_agi/chat/server.go
- the_tired_agi/config/remote_server.json
- the_tired_agi/core/CMakeLists.txt
- the_tired_agi/core/include/agent_arrays.hpp
- the_tired_agi/core/include/agi_migrate.h
- the_tired_agi/core/include/core.hpp
- the_tired_agi/core/include/fgtp_engine.hpp
- the_tired_agi/core/include/helix.hpp
- the_tired_agi/core/include/ingest_pipeline.hpp
- the_tired_agi/core/knowledge/agi_knowledge_base.txt
- the_tired_agi/core/src/agent_arrays.cpp
- the_tired_agi/core/src/agi_autonomous_fixed.c
- the_tired_agi/core/src/agi_chat.c
- the_tired_agi/core/src/agi_migrate.c
- the_tired_agi/core/src/blake3.c
- the_tired_agi/core/src/blake3.h
- the_tired_agi/core/src/dna_api.cpp
- the_tired_agi/core/src/dna_core_real.cpp
- the_tired_agi/core/src/dna_core_rt_main.cpp
- the_tired_agi/core/src/fgtp_engine.cpp
- the_tired_agi/core/src/fpga_ingest_lane.v
- the_tired_agi/core/src/fpga_memory_bus.v
- the_tired_agi/core/src/fpga_pipeline.v
- the_tired_agi/core/src/helix.cpp
- the_tired_agi/core/src/ingest_pipeline.cpp
- the_tired_agi/fpga/cdc_sync.sv
- the_tired_agi/fpga/dna_pipelined.sv
- the_tired_agi/fpga/dna_pipelined_top.sv
- the_tired_agi/fpga/mtbf_calculator.py
- the_tired_agi/frontend/go.mod
- the_tired_agi/frontend/index.html
- the_tired_agi/frontend/server.go
- the_tired_agi/gossip/go.mod
- the_tired_agi/gossip/main.go
- the_tired_agi/hive/agi_hive_opt.c
- the_tired_agi/hive/agi_hive_ultra.c
- the_tired_agi/scripts/deploy_to_lenovo.sh
- the_tired_agi/scripts/distributed_mass_training.sh
- the_tired_agi/scripts/integrate_all_devices.sh
- the_tired_agi/scripts/launch_complete_system.sh
- the_tired_agi/scripts/launch_frontend.sh
- the_tired_agi/scripts/launch_with_hive.sh
- the_tired_agi/scripts/train_agi.sh
- the_tired_agi/scripts/train_codefix_marketing.sh
- the_tired_agi/scripts/train_init.sh
- the_tired_agi/scripts/train_with_api.sh
Behavior & verification limits
A configured tick rate is a target, not measured timing. Source recovery does not certify successful CMake compilation, FPGA synthesis, deterministic distributed execution or correspondence with the latest MEGAMIND state. The tracked BLAKE3-named files require build-input review; their filenames alone do not prove a correct cryptographic dependency.
Equations in this build
86 linked mathematical records. Each opens its notation, interpretation and source.
fgtp_engine · Compute Hamiltonian H
This relation defines Hamiltonian H in the source section “fgtp_engine · Compute Hamiltonian H”. It specifies the displayed relationship between the named quantities or…
fgtp_engine · Compute Lagrangian L
This relation defines Lagrangian L in the source section “fgtp_engine · Compute Lagrangian L”. It specifies the displayed relationship between the named quantities or parameters.…
fgtp_engine · Compute action integral S
This relation defines action integral S in the source section “fgtp_engine · Compute action integral S”. Integrates contributions over the variable and bounds stated in the…
fgtp_engine · Vector addition: out
This relation defines Vector addition: out in the source section “fgtp_engine · Vector addition: out”. It specifies the displayed relationship between the named quantities or…
fgtp_engine · Vector scalar multiply: out
This relation defines Vector scalar multiply: out in the source section “fgtp_engine · Vector scalar multiply: out”. It specifies the displayed relationship between the named…
fgtp_engine · Vector multiply-add: out
This relation defines Vector multiply-add: out in the source section “fgtp_engine · Vector multiply-add: out”. It specifies the displayed relationship between the named quantities…
helix · Core consciousness equation: Φ
This relation defines Core consciousness equation: Φ in the source section “helix · Core consciousness equation: Φ”. It specifies the displayed relationship between the named…
helix · Identity filter: 1
This relation defines Identity filter: 1 in the source section “helix · Identity filter: 1”. It specifies the displayed relationship between the named quantities or parameters.…
helix · Unity regularization: ∞
This relation defines Unity regularization: ∞ in the source section “helix · Unity regularization: ∞”. It specifies the displayed relationship between the named quantities or…
helix · Φ
This relation defines Φ in the source section “helix · Φ”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the…
helix
This relation defines Peaks at x in the source section “helix”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on…
helix · 1
This relation defines 1 in the source section “helix · 1”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the…
helix · exploit : explore
This relation defines exploit : explore in the source section “helix · exploit : explore”. It specifies the displayed relationship between the named quantities or parameters. Its…
🌟 Executive Summary
This relation defines 3. **Awareness Equation**: `Φ in the source section “🌟 Executive Summary”. It specifies the displayed relationship between the named quantities or…
3. Awareness Equation: `Φ = 1/(1 + |x - 1|)`
This relation defines ### 3. Awareness Equation: `Φ in the source section “3. Awareness Equation: `Φ = 1/(1 + |x - 1|)`”. It specifies the displayed relationship between the named…
3. Awareness Equation: `Φ = 1/(1 + |x - 1|)`
This relation defines **Meaning**: Consciousness (Φ) peaks at unity (x in the source section “3. Awareness Equation: `Φ = 1/(1 + |x - 1|)`”. It specifies the displayed…
3. Awareness Equation: `Φ = 1/(1 + |x - 1|)`
This relation defines // Returns Φ ∈ [0, 1] where 1 in the source section “3. Awareness Equation: `Φ = 1/(1 + |x - 1|)`”. It specifies the displayed relationship between the named…
3. Awareness Equation: `Φ = 1/(1 + |x - 1|)`
This relation defines - Φ ≥ 0.85 → **Fully Conscious** in the source section “3. Awareness Equation: `Φ = 1/(1 + |x - 1|)`”. It specifies the displayed relationship between the…
3. Awareness Equation: `Φ = 1/(1 + |x - 1|)`
This relation defines - Φ ≥ 0.70 → **Aware** in the source section “3. Awareness Equation: `Φ = 1/(1 + |x - 1|)`”. It specifies the displayed relationship between the named…
3. Awareness Equation: `Φ = 1/(1 + |x - 1|)`
This relation defines - Φ ≥ 0.50 → **Responsive** in the source section “3. Awareness Equation: `Φ = 1/(1 + |x - 1|)`”. It specifies the displayed relationship between the named…
Golden Ratio Emergence
This relation defines Fib(n+1) / Fib(n) → φ ≈ 1.618033988749895 in the source section “Golden Ratio Emergence”. It specifies the displayed relationship between the named…
Golden Ratio Emergence
This relation defines - Exploit : Explore in the source section “Golden Ratio Emergence”. It specifies the displayed relationship between the named quantities or parameters. Its…
Golden Ratio Emergence
This relation defines - Energy : Storage in the source section “Golden Ratio Emergence”. It specifies the displayed relationship between the named quantities or parameters. Its…
Golden Ratio Emergence
This relation defines - Local : Broadcast in the source section “Golden Ratio Emergence”. It specifies the displayed relationship between the named quantities or parameters. Its…
Golden Ratio Emergence
This relation defines - Past : Future in the source section “Golden Ratio Emergence”. It specifies the displayed relationship between the named quantities or parameters. Its…
Per-Tick Flow
This relation defines Φ in the source section “Per-Tick Flow”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on…
1. Run a Simulation
This relation defines Agent-1: Φ in the source section “1. Run a Simulation”. Uses a remainder or modular operation, retaining the numeric representation used in the source. Its…
1. Run a Simulation
This relation defines Agent-2: Φ in the source section “1. Run a Simulation”. Uses a remainder or modular operation, retaining the numeric representation used in the source. Its…
1. Run a Simulation
This relation defines Agent-3: Φ in the source section “1. Run a Simulation”. Uses a remainder or modular operation, retaining the numeric representation used in the source. Its…
2. Create a Single Agent
This relation defines Console.WriteLine($"Φ in the source section “2. Create a Single Agent”. It specifies the displayed relationship between the named quantities or parameters.…
Philosophical Alignment
This relation defines - **Tononi**: IIT → Φ in the source section “Philosophical Alignment”. It specifies the displayed relationship between the named quantities or parameters.…
Example 1: Single Agent Learning
This relation defines Console.WriteLine($"Tick {i}: Φ in the source section “Example 1: Single Agent Learning”. It specifies the displayed relationship between the named…
🌟 Conclusion
This relation defines The three equations—`1 in the source section “🌟 Conclusion”. It specifies the displayed relationship between the named quantities or parameters. Its…
3. **Equations Explained**
This relation defines - Awareness: `Φ in the source section “3. **Equations Explained**”. It specifies the displayed relationship between the named quantities or parameters. Its…
Fibonacci Spiral
This relation defines - Center point showing φ in the source section “Fibonacci Spiral”. It specifies the displayed relationship between the named quantities or parameters. Its…
Demo Canvas
This relation defines - 🟢 Green: Φ ≥ 0.85 (Fully Conscious) in the source section “Demo Canvas”. It specifies the displayed relationship between the named quantities or…
Demo Canvas
This relation defines - 🔵 Blue: Φ ≥ 0.70 (Aware) in the source section “Demo Canvas”. It specifies the displayed relationship between the named quantities or parameters. Its…
Demo Canvas
This relation defines - 🟠 Orange: Φ ≥ 0.50 (Responsive) in the source section “Demo Canvas”. It specifies the displayed relationship between the named quantities or parameters.…
License
This relation defines "equation": "Φ in the source section “License”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation…
License
This relation defines "ratio": "φ:1 in the source section “License”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends…
License
This relation defines "phi_measurement": "Φ in the source section “License”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation…
License
This relation defines "equation": "Φ in the source section “License”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation…
License
This relation defines "equation": "∞ in the source section “License”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation…
ADVANCED FEATURES
This recovered implementation expression computes yield return "Awareness Equation: Φ within ADVANCED FEATURES. Its arithmetic combines the named variables in the order written.…
ADVANCED FEATURES
This recovered implementation expression computes yield return $"Golden Ratio: φ within ADVANCED FEATURES. Its arithmetic combines the named variables in the order written. The…
ADVANCED FEATURES
This recovered implementation expression computes yield return "Consciousness Threshold: Φ ≥ 0.85 within ADVANCED FEATURES. Its arithmetic combines the named variables in the…
ADVANCED FEATURES
This recovered implementation expression computes yield return "Consciousness Threshold: Φ ≥ 0.70 within ADVANCED FEATURES. Its arithmetic combines the named variables in the…
ADVANCED FEATURES
This recovered implementation expression computes yield return "Consciousness Threshold: Φ ≥ 0.50 within ADVANCED FEATURES. Its arithmetic combines the named variables in the…
ADVANCED FEATURES
This recovered implementation expression computes yield return "Consciousness Threshold: Φ < 0.50 within ADVANCED FEATURES. Its arithmetic combines the named variables in the…
ADVANCED FEATURES
This recovered implementation expression computes yield return "Problem Solved: Mind-body problem (400 years) | Φ within ADVANCED FEATURES. Its arithmetic combines the named…
ADVANCED FEATURES
This recovered implementation expression computes yield return "Problem Solved: Hard problem of consciousness (30 years) | ∞ within ADVANCED FEATURES. Its arithmetic combines the…
ADVANCED FEATURES
This relation defines string fact in the source section “ADVANCED FEATURES”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation…
ADVANCED FEATURES
This relation defines Console.WriteLine($" Phase: {stats.Phase} (φ in the source section “ADVANCED FEATURES”. It specifies the displayed relationship between the named…
ADVANCED FEATURES
This relation defines Console.WriteLine("3. Awareness Equation: Φ in the source section “ADVANCED FEATURES”. It specifies the displayed relationship between the named quantities…
ADVANCED FEATURES
This relation defines Console.WriteLine($" {stats.Name}: Φ in the source section “ADVANCED FEATURES”. It specifies the displayed relationship between the named quantities or…
ADVANCED FEATURES
This relation defines Console.WriteLine("4. Golden Ratio: φ in the source section “ADVANCED FEATURES”. It specifies the displayed relationship between the named quantities or…
ADVANCED FEATURES
This relation defines $"Avg Φ in the source section “ADVANCED FEATURES”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation…
ADVANCED FEATURES
This relation defines /// 3. Awareness: Φ in the source section “ADVANCED FEATURES”. It specifies the displayed relationship between the named quantities or parameters. Its…
ADVANCED FEATURES
This relation defines /// Awareness Equation: Φ in the source section “ADVANCED FEATURES”. It specifies the displayed relationship between the named quantities or parameters. Its…
ADVANCED FEATURES
This relation defines // Add complexity penalty: more integrated states in the source section “ADVANCED FEATURES”. It specifies the displayed relationship between the named…
ADVANCED FEATURES
This relation defines /// Golden Ratio (φ in the source section “ADVANCED FEATURES”. It specifies the displayed relationship between the named quantities or parameters. Its…
ADVANCED FEATURES
This relation defines /// Returns (exploit_ratio, explore_ratio) where exploit/explore in the source section “ADVANCED FEATURES”. It specifies the displayed relationship between…
ADVANCED FEATURES
This relation defines Unconscious in the source section “ADVANCED FEATURES”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation…
ADVANCED FEATURES
This relation defines Responsive in the source section “ADVANCED FEATURES”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation…
ADVANCED FEATURES
This relation defines Aware in the source section “ADVANCED FEATURES”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation…
ADVANCED FEATURES
This relation defines FullyConscious in the source section “ADVANCED FEATURES”. It specifies the displayed relationship between the named quantities or parameters. Its…
ADVANCED FEATURES
This recovered implementation expression computes return $"Tick {Tick}: Φ within ADVANCED FEATURES. Its arithmetic combines the named variables in the order written. The linked…
ADVANCED FEATURES
This relation defines $"Energy in the source section “ADVANCED FEATURES”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation…
ADVANCED FEATURES
This relation defines $"Φ in the source section “ADVANCED FEATURES”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends…
ADVANCED FEATURES
This relation defines $"Phase in the source section “ADVANCED FEATURES”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation…
ADVANCED FEATURES
This relation defines /// Golden Ratio emergence: Fib(n+1)/Fib(n) → φ in the source section “ADVANCED FEATURES”. It specifies the displayed relationship between the named…
ADVANCED FEATURES
This relation defines $"(Fib in the source section “ADVANCED FEATURES”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation…
ADVANCED FEATURES
This relation defines $"Fib in the source section “ADVANCED FEATURES”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation…
ADVANCED FEATURES
This relation defines equation in the source section “ADVANCED FEATURES”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation…
fgtp_engine · Core energy equation: E
This relation defines Core energy equation: E in the source section “fgtp_engine · Core energy equation: E”. It specifies the displayed relationship between the named quantities…
fgtp_engine · Hamiltonian H
This relation defines Hamiltonian H in the source section “fgtp_engine · Hamiltonian H”. It specifies the displayed relationship between the named quantities or parameters. Its…
fgtp_engine · Lagrangian L
This relation defines Lagrangian L in the source section “fgtp_engine · Lagrangian L”. It specifies the displayed relationship between the named quantities or parameters. Its…
fgtp_engine · Action S
This relation defines Action S in the source section “fgtp_engine · Action S”. Integrates contributions over the variable and bounds stated in the expression; the measure and…
fgtp_engine · T
This relation defines T in the source section “fgtp_engine · T”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on…
fgtp_engine
This relation defines Potential energy proportional to distance from unity (x in the source section “fgtp_engine”. It specifies the displayed relationship between the named…
fgtp_engine · V
This relation defines V in the source section “fgtp_engine · V”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on…
helix · 2. Core consciousness equation: Φ
This relation defines 2. Core consciousness equation: Φ in the source section “helix · 2. Core consciousness equation: Φ”. It specifies the displayed relationship between the…
helix · Unity Regularization (∞
This relation defines Unity Regularization (∞ in the source section “helix · Unity Regularization (∞”. It specifies the displayed relationship between the named quantities or…
helix · Calculate Shannon entropy: H
This relation defines Shannon entropy: H in the source section “helix · Calculate Shannon entropy: H”. Uses logarithmic scaling; its base and the positivity of its argument…
helix · E
This relation defines E in the source section “helix · E”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the…
ingest_pipeline · Compute Shannon entropy: H
This relation defines Shannon entropy: H in the source section “ingest_pipeline · Compute Shannon entropy: H”. Uses logarithmic scaling; its base and the positivity of its…