Ouijaboards38/amplifai

ai model build

0

stars

3

commits

HTML

primary language

Oct 11, 2025

updated

README

AMPLIFAI: COMPLETE SYSTEM ARCHITECTURE — EXTENDED DOCUMENTATION


1. IMMUTABLE CORE ARCHITECTURE

1.1 Purpose

  • The Amplifai Core is the AI's permanent reasoning and control center.
  • Nothing can alter the logic inside this environment.
  • Even AMP (the AI agent) itself can’t modify the core.
  • Immutable modules include: intent resolution, decision trees, core context memory, and task planning.

1.2 Technical Traits

  • Cryptographically signed at rest
  • Runs in a read-only container or virtual mount
  • Validates hash trees at runtime
  • No write access from external modules, plugins, users, or AMP rewrites
  • If a drift in logic is detected: AMP self-isolates, logs event, rolls back

1.3 Upgrade Path

  • Only developer/system-level upgrades can update core
  • Upgrades go through a formal patch validation process
  • Quarantine and validation layers still wrap updated modules

2. INNER QUARANTINE BUBBLE (IQB)

2.1 Purpose

  • Sandboxed inner zone within the core for simulation of trusted inputs
  • Designed to fast-track evaluation of important external code or internal rewrites

2.2 Behavior

  • No write-back to core
  • Memory-locked virtual container
  • Limited execution time, monitored call stack
  • Tasks evaluated for:
    • Efficiency
    • Safety
    • Intent alignment
    • Behavioral match

3. OUTER EXECUTION LAYER

3.1 Purpose

  • This is where the user and AMP run live tasks, plugins, experiments
  • Includes all sandboxed environments and experimental code

3.2 Quarantine System

  • Filters any:
    • External imports
    • Plugin downloads
    • AMP's own rewritten scripts
  • Checks:
    • Import origin
    • Function count & length
    • Dangerous keywords
    • Scope violation attempts

3.3 Extractor Engine

  • Dissects unsafe or mixed modules into micro-units
  • Keeps parts that work, discards the rest
  • Tags each unit with:
    • Usage type
    • Trust metadata
    • Source hash

4. SANDBOX SYSTEM

4.1 Functionality

  • All code outside the core is executed in sandboxes
  • Limits file access, memory, and execution time
  • Includes:
    • Task-specific runtime environments
    • Savepoints
    • Revert control

5. QUANTUM-GRADE SECURITY LAYER

5.1 Encryption

  • Uses post-quantum crypto (e.g., Kyber, Falcon, Dilithium)
  • Key rotation with entropy seeding
  • Optional QKD between distributed nodes

5.2 Model Protection

  • No model download access
  • Model split across encrypted runtime chunks
  • Attempts to trace or extract = system shutdown

6. MONETIZATION AND ACCESS CONTROL

6.1 Tiers

  • Free Tier: Limited usage, slow queue
  • Starter: $15 AUD/mo (3-month intro)
  • Premium: $25 AUD/mo unlimited access

6.2 Promo Logic

  • New users get 3-month promo
  • Auto-renews at $25/mo
  • All handled through Stripe, Gumroad, or LemonSqueezy

6.3 Token Gate System

  • Users are issued tokens upon signup
  • Token stores user tier, usage log, and timestamp
  • Backend enforces API access limits and unlocks features

7. REPUTATION & CONTRIBUTOR TRUST

7.1 Profile System

  • Contributors gain:
    • Trust score
    • Module approval rate
    • Peer installs

7.2 Use

  • Higher scores = faster quarantine pass-through
  • No access to core regardless of score
  • AMP uses scores for prioritization only

8. MINI AMP AVATAR SYSTEM

8.1 Core Features

  • Ferrofluid blob avatar
  • Morphs into prompt box
  • Visual states:
    • Idle
    • Listening
    • Processing
    • Success/Error
  • Double-click to interact
  • Framer Motion or WebGL planned

9. AMP PC PREVIEW PANEL

  • Bottom-right floating icon
  • Click to open browser view of AMP’s current task
  • Shows AMP navigating web or uploading files
  • User can “Take Control”
  • Defaults to 1/3 screen width, closable

10. USAGE LOGIC & UI FLOW

  • Suggestions panel under input (collapsible)
  • Chat window with formatted strategy cards
  • “Thinking block” collapses after 5+ lines, expandable
  • Animated progress arcs
  • Credential prompts when needed

11. FUTURE SYSTEMS

  • Plugin Marketplace (Nerve Hub)
  • Reputation-based module indexing
  • External AMP node networking
  • AI-to-AI optimization proposal queue
  • Contributor reward payouts

Immutable Core. Intelligent Outer. Quantum Safe. User Powered.

Contributors

AMPLIFAIUI

2 commits

Ouijaboards38

1 commits

Ouijaboards38/amplifai

ai model build

0

stars

3

commits

HTML

primary language

Oct 11, 2025

updated

README

AMPLIFAI: COMPLETE SYSTEM ARCHITECTURE — EXTENDED DOCUMENTATION


1. IMMUTABLE CORE ARCHITECTURE

1.1 Purpose

  • The Amplifai Core is the AI's permanent reasoning and control center.
  • Nothing can alter the logic inside this environment.
  • Even AMP (the AI agent) itself can’t modify the core.
  • Immutable modules include: intent resolution, decision trees, core context memory, and task planning.

1.2 Technical Traits

  • Cryptographically signed at rest
  • Runs in a read-only container or virtual mount
  • Validates hash trees at runtime
  • No write access from external modules, plugins, users, or AMP rewrites
  • If a drift in logic is detected: AMP self-isolates, logs event, rolls back

1.3 Upgrade Path

  • Only developer/system-level upgrades can update core
  • Upgrades go through a formal patch validation process
  • Quarantine and validation layers still wrap updated modules

2. INNER QUARANTINE BUBBLE (IQB)

2.1 Purpose

  • Sandboxed inner zone within the core for simulation of trusted inputs
  • Designed to fast-track evaluation of important external code or internal rewrites

2.2 Behavior

  • No write-back to core
  • Memory-locked virtual container
  • Limited execution time, monitored call stack
  • Tasks evaluated for:
    • Efficiency
    • Safety
    • Intent alignment
    • Behavioral match

3. OUTER EXECUTION LAYER

3.1 Purpose

  • This is where the user and AMP run live tasks, plugins, experiments
  • Includes all sandboxed environments and experimental code

3.2 Quarantine System

  • Filters any:
    • External imports
    • Plugin downloads
    • AMP's own rewritten scripts
  • Checks:
    • Import origin
    • Function count & length
    • Dangerous keywords
    • Scope violation attempts

3.3 Extractor Engine

  • Dissects unsafe or mixed modules into micro-units
  • Keeps parts that work, discards the rest
  • Tags each unit with:
    • Usage type
    • Trust metadata
    • Source hash

4. SANDBOX SYSTEM

4.1 Functionality

  • All code outside the core is executed in sandboxes
  • Limits file access, memory, and execution time
  • Includes:
    • Task-specific runtime environments
    • Savepoints
    • Revert control

5. QUANTUM-GRADE SECURITY LAYER

5.1 Encryption

  • Uses post-quantum crypto (e.g., Kyber, Falcon, Dilithium)
  • Key rotation with entropy seeding
  • Optional QKD between distributed nodes

5.2 Model Protection

  • No model download access
  • Model split across encrypted runtime chunks
  • Attempts to trace or extract = system shutdown

6. MONETIZATION AND ACCESS CONTROL

6.1 Tiers

  • Free Tier: Limited usage, slow queue
  • Starter: $15 AUD/mo (3-month intro)
  • Premium: $25 AUD/mo unlimited access

6.2 Promo Logic

  • New users get 3-month promo
  • Auto-renews at $25/mo
  • All handled through Stripe, Gumroad, or LemonSqueezy

6.3 Token Gate System

  • Users are issued tokens upon signup
  • Token stores user tier, usage log, and timestamp
  • Backend enforces API access limits and unlocks features

7. REPUTATION & CONTRIBUTOR TRUST

7.1 Profile System

  • Contributors gain:
    • Trust score
    • Module approval rate
    • Peer installs

7.2 Use

  • Higher scores = faster quarantine pass-through
  • No access to core regardless of score
  • AMP uses scores for prioritization only

8. MINI AMP AVATAR SYSTEM

8.1 Core Features

  • Ferrofluid blob avatar
  • Morphs into prompt box
  • Visual states:
    • Idle
    • Listening
    • Processing
    • Success/Error
  • Double-click to interact
  • Framer Motion or WebGL planned

9. AMP PC PREVIEW PANEL

  • Bottom-right floating icon
  • Click to open browser view of AMP’s current task
  • Shows AMP navigating web or uploading files
  • User can “Take Control”
  • Defaults to 1/3 screen width, closable

10. USAGE LOGIC & UI FLOW

  • Suggestions panel under input (collapsible)
  • Chat window with formatted strategy cards
  • “Thinking block” collapses after 5+ lines, expandable
  • Animated progress arcs
  • Credential prompts when needed

11. FUTURE SYSTEMS

  • Plugin Marketplace (Nerve Hub)
  • Reputation-based module indexing
  • External AMP node networking
  • AI-to-AI optimization proposal queue
  • Contributor reward payouts

Immutable Core. Intelligent Outer. Quantum Safe. User Powered.

Contributors

AMPLIFAIUI

2 commits

Ouijaboards38

1 commits

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