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1 | | -# Morphine: Metacognitive Orchestration Platform |
| 1 | +# Morphine: Live Streaming Platform with Microbetting |
2 | 2 |
|
3 | | -> Revolutionary AI-powered streaming platform with biomimetic intelligence, nanosecond-precise geolocation, and hybrid reasoning systems |
| 3 | +<div align="center"> |
| 4 | + <img src="docs/assets/morphine_logo.gif" alt="Morphine Logo" width="400"/> |
| 5 | +</div> |
4 | 6 |
|
5 | | -## 🧬 What is Morphine? |
| 7 | +> Live streaming platform with real-time computer vision analytics and microbetting functionality |
6 | 8 |
|
7 | | -Morphine is not just another streaming platform—it's a **visionary metacognitive orchestration system** that implements cutting-edge research in artificial intelligence, biomimetic computing, and real-time decision making. The platform combines three groundbreaking research frameworks to create an unprecedented system capable of: |
| 9 | +## 🎥 What is Morphine? |
8 | 10 |
|
9 | | -- **🧠 Making decisions with partial information** (like human intuition) |
10 | | -- **🌍 Nanosecond-precise location verification** (preventing on-site participation fraud) |
11 | | -- **⚖️ Hybrid reasoning** (combining imperative, logical, and fuzzy programming paradigms) |
12 | | -- **🔄 Streaming intelligence** (real-time AI orchestration without waiting for complete data) |
| 11 | +Morphine is a **live streaming platform** that enables viewers to place **microbets** on stream events using real-time computer vision analytics. Watch live streams and bet on what happens next - from sports performance to gaming achievements. |
13 | 12 |
|
14 | | -## 🎯 The Vision |
| 13 | +Key Features: |
| 14 | +- **🔴 Live Streaming** - High-quality video streaming with low latency |
| 15 | +- **💰 Microbetting** - Place small bets on live stream events |
| 16 | +- **🤖 Smart Analytics** - Computer vision automatically detects betting opportunities |
| 17 | +- **⚡ Real-time** - Instant bet placement and settlement based on live video analysis |
| 18 | +- **📊 Live Data** - Real-time analytics dashboard with performance metrics |
15 | 19 |
|
16 | | -Traditional streaming platforms are passive content delivery systems. Morphine is an **active intelligence platform** that: |
| 20 | +## 🎯 How It Works |
17 | 21 |
|
18 | | -1. **Understands what's happening** in real-time using advanced computer vision |
19 | | -2. **Makes sophisticated decisions** using biomimetic metacognitive processing |
20 | | -3. **Verifies participant locations** with military-grade precision |
21 | | -4. **Settles complex interactions** using hybrid reasoning engines |
22 | | -5. **Learns and adapts** through metabolic processing cycles |
| 22 | +1. **Stream Content** - Content creators stream live video (sports, gaming, etc.) |
| 23 | +2. **AI Detection** - Computer vision analyzes the stream in real-time |
| 24 | +3. **Betting Markets** - System creates betting opportunities based on detected events |
| 25 | +4. **Place Bets** - Viewers place microbets on stream outcomes |
| 26 | +5. **Auto Settlement** - Bets are automatically settled using computer vision analysis |
23 | 27 |
|
24 | | -Think of it as giving a streaming platform a **brain, consciousness, and decision-making capabilities**. |
25 | | - |
26 | | -## 🏗️ Revolutionary Architecture |
27 | | - |
28 | | -### Three-Layer Biomimetic Intelligence (Izinyoka Framework) |
29 | | - |
30 | | -``` |
31 | | -┌─────────────────────────────────────────────────────────────────────┐ |
32 | | -│ METACOGNITIVE ORCHESTRATOR │ |
33 | | -├─────────────────────────────────────────────────────────────────────┤ |
34 | | -│ Context Layer │ Reasoning Layer │ Intuition Layer │ |
35 | | -│ ┌─────────────┐ │ ┌──────────────┐ │ ┌──────────────┐ │ |
36 | | -│ │ Data Fusion │ │ │ Logic Engine │ │ │ Pattern Sync │ │ |
37 | | -│ │ Multi-Source│ │ │ Constraint │ │ │ Uncertainty │ │ |
38 | | -│ │ Real-time │ │ │ Solver │ │ │ Resolution │ │ |
39 | | -│ └─────────────┘ │ └──────────────┘ │ └──────────────┘ │ |
40 | | -├─────────────────────────────────────────────────────────────────────┤ |
41 | | -│ METABOLIC PROCESSING │ |
42 | | -│ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │ |
43 | | -│ │ Glycolytic │ │ Lactate │ │ Dreaming │ │ |
44 | | -│ │ Cycle │ │ Cycle │ │ Module │ │ |
45 | | -│ │ (Resource │ │ (Partial │ │ (Pattern │ │ |
46 | | -│ │ Management) │ │ Results) │ │ Discovery) │ │ |
47 | | -│ └─────────────┘ └─────────────┘ └─────────────┘ │ |
48 | | -└─────────────────────────────────────────────────────────────────────┘ |
49 | | -``` |
50 | | - |
51 | | -**What this means:** The system processes information like a biological brain, with specialized layers handling different types of thinking and metabolic cycles managing resources and learning. |
52 | | - |
53 | | -### Nanosecond-Precise Geolocation (Sighthound Framework) |
| 28 | +## 🏗️ Platform Architecture |
54 | 29 |
|
| 30 | +### Streaming + Betting Stack |
55 | 31 | ``` |
56 | | -┌─────────────────────────────────────────────────────────────────────┐ |
57 | | -│ GEOLOCATION VERIFICATION │ |
58 | | -├─────────────────────────────────────────────────────────────────────┤ |
59 | | -│ Multi-Source Fusion │ Kalman Filtering │ Exclusion Zones │ |
60 | | -│ ┌─────────────────┐ │ ┌──────────────┐ │ ┌─────────────────┐ │ |
61 | | -│ │ GPS + Cellular │ │ │ Smoothing & │ │ │ Event Location │ │ |
62 | | -│ │ WiFi + Video │ -> │ │ Prediction │ │ │ Competitor Zone │ │ |
63 | | -│ │ Frame Tags │ │ │ Confidence │ │ │ Legal Restrict │ │ |
64 | | -│ └─────────────────┘ │ └──────────────┘ │ └─────────────────┘ │ |
65 | | -│ │ │ │ |
66 | | -│ Nanosecond Timestamps │ Crypto Proofs │ Blockchain Ready │ |
67 | | -└─────────────────────────────────────────────────────────────────────┘ |
| 32 | +Frontend (Next.js) → Live streaming interface with betting controls |
| 33 | +API (Node.js) → Real-time betting API with WebSocket support |
| 34 | +Analytics (Python) → Computer vision for automatic bet detection |
| 35 | +Core (Rust) → High-performance bet processing and settlement |
68 | 36 | ``` |
69 | 37 |
|
70 | | -**What this means:** Every video frame is tagged with nanosecond-precise timestamps and correlated with verified locations, making it impossible for someone at the event location to participate in betting. |
71 | | - |
72 | | -### Hybrid Reasoning Engine |
73 | | - |
74 | | -``` |
75 | | -┌─────────────────────────────────────────────────────────────────────┐ |
76 | | -│ HYBRID REASONING ENGINE │ |
77 | | -├─────────────────────────────────────────────────────────────────────┤ |
78 | | -│ Imperative Engine │ Logical Engine │ Fuzzy Engine │ |
79 | | -│ ┌─────────────────┐ │ ┌──────────────┐ │ ┌─────────────────┐ │ |
80 | | -│ │ Rule Execution │ │ │ Predicate │ │ │ Membership │ │ |
81 | | -│ │ Step-by-Step │ + │ │ Truth Logic │ │ │ Functions │ │ |
82 | | -│ │ Control Flow │ │ │ Constraints │ │ │ Fuzzy Logic │ │ |
83 | | -│ └─────────────────┘ │ └──────────────┘ │ └─────────────────┘ │ |
84 | | -│ │ │ │ |
85 | | -│ Settlement Methods: Winner-Takes-All, Proportional, Tiered, │ |
86 | | -│ Fuzzy-Proportional, Hybrid-Distribution │ |
87 | | -└─────────────────────────────────────────────────────────────────────┘ |
88 | | -``` |
89 | | - |
90 | | -**What this means:** Instead of simple win/lose decisions, the system can handle complex scenarios using three different reasoning approaches simultaneously, then combine them for sophisticated outcomes. |
91 | | - |
92 | | -## 🔬 Core Technologies Explained |
| 38 | +### Computer Vision Analytics |
93 | 39 |
|
94 | | -### Backend Intelligence Stack |
95 | | -- **`core/` (Rust)** - High-performance orchestration engine with nanosecond precision |
96 | | -- **`analytics/` (Python)** - Advanced computer vision with Vibrio & Moriarty frameworks |
97 | | -- **`api/` (Node.js)** - Real-time API layer with WebSocket streaming |
98 | | -- **`frontend/` (Next.js)** - Sophisticated user interface with real-time analytics |
| 40 | +#### Stream Analysis |
| 41 | +- **Real-time object detection** - Track players, objects, and actions |
| 42 | +- **Event recognition** - Automatically identify bettable moments |
| 43 | +- **Performance metrics** - Speed, accuracy, and achievement tracking |
| 44 | +- **Highlight detection** - Find key moments for betting opportunities |
99 | 45 |
|
100 | | -### Computer Vision Frameworks |
101 | | - |
102 | | -#### Vibrio Framework |
103 | | -**Purpose:** General computer vision and object tracking |
104 | | -- Real-time human detection and tracking |
105 | | -- Motion analysis and optical flow |
106 | | -- Speed estimation and trajectory prediction |
107 | | -- Automated highlight detection |
108 | | - |
109 | | -#### Moriarty Framework |
110 | | -**Purpose:** Sports-specific biomechanical analysis |
111 | | -- Human pose estimation using MediaPipe |
112 | | -- Joint angle and velocity analysis |
113 | | -- Center of mass calculations |
114 | | -- Athletic performance metrics |
115 | | - |
116 | | -### Advanced Features |
117 | | - |
118 | | -#### Streaming Decisions |
119 | | -Unlike traditional systems that wait for complete information, Morphine makes intelligent decisions with partial data: |
120 | | - |
121 | | -```rust |
122 | | -// Example: Make betting decisions before complete analysis |
123 | | -pub async fn handle_partial_result(&self, partial: PartialResult) -> Decision { |
124 | | - let confidence = self.estimate_confidence(&partial); |
125 | | - |
126 | | - if confidence > self.decision_threshold { |
127 | | - // Make decision now with partial data |
128 | | - self.create_decision(&partial).await |
129 | | - } else { |
130 | | - // Store for later when more data arrives |
131 | | - self.lactate_store.accumulate(partial).await; |
132 | | - Decision::Pending |
133 | | - } |
134 | | -} |
135 | | -``` |
136 | | - |
137 | | -#### Location Verification |
138 | | -Every transaction is cryptographically linked to verified location data: |
139 | | - |
140 | | -```rust |
141 | | -// Nanosecond-precise transaction verification |
142 | | -pub async fn create_transaction_verification( |
143 | | - &self, |
144 | | - transaction_id: String, |
145 | | - video_evidence: VideoEvidence |
146 | | -) -> Result<TransactionVerification> { |
147 | | - let timestamp_ns = self.precision_timer.get_nanosecond_timestamp().await; |
148 | | - |
149 | | - // Link video frame to geographic location |
150 | | - let frame_location = self.correlate_frame_location(&video_evidence.frame_hash)?; |
151 | | - |
152 | | - // Create cryptographic proof |
153 | | - let proof = format!("proof_{}", sha256::digest(format!( |
154 | | - "{}:{}:{}:{}", |
155 | | - transaction_id, timestamp_ns, |
156 | | - frame_location.latitude, video_evidence.frame_hash |
157 | | - ))); |
158 | | - |
159 | | - // Check if user is in excluded zone |
160 | | - let is_excluded = self.check_exclusion_zones(&frame_location).await; |
161 | | - |
162 | | - Ok(TransactionVerification { /* ... */ }) |
163 | | -} |
164 | | -``` |
| 46 | +#### Betting Integration |
| 47 | +- **Smart bet creation** - AI suggests betting markets based on video analysis |
| 48 | +- **Instant settlement** - Bets resolved immediately using computer vision |
| 49 | +- **Live odds** - Dynamic odds based on real-time performance data |
| 50 | +- **Fair play** - Transparent, automated settlement with video evidence |
165 | 51 |
|
166 | 52 | ## 🚀 Getting Started |
167 | 53 |
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