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โ—ˆ SPECTRAL

โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•—โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•— โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•— โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•—โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•—โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•—  โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•— โ–ˆโ–ˆโ•—     
โ–ˆโ–ˆโ•”โ•โ•โ•โ•โ•โ–ˆโ–ˆโ•”โ•โ•โ–ˆโ–ˆโ•—โ–ˆโ–ˆโ•”โ•โ•โ•โ•โ•โ–ˆโ–ˆโ•”โ•โ•โ•โ•โ•โ•šโ•โ•โ–ˆโ–ˆโ•”โ•โ•โ•โ–ˆโ–ˆโ•”โ•โ•โ–ˆโ–ˆโ•—โ–ˆโ–ˆโ•”โ•โ•โ–ˆโ–ˆโ•—โ–ˆโ–ˆโ•‘     
โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•—โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•”โ•โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•—  โ–ˆโ–ˆโ•‘        โ–ˆโ–ˆโ•‘   โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•”โ•โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ•‘     
โ•šโ•โ•โ•โ•โ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ•”โ•โ•โ•โ• โ–ˆโ–ˆโ•”โ•โ•โ•  โ–ˆโ–ˆโ•‘        โ–ˆโ–ˆโ•‘   โ–ˆโ–ˆโ•”โ•โ•โ–ˆโ–ˆโ•—โ–ˆโ–ˆโ•”โ•โ•โ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ•‘     
โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ•‘     โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•—โ•šโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•—   โ–ˆโ–ˆโ•‘   โ–ˆโ–ˆโ•‘  โ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ•‘  โ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•—
โ•šโ•โ•โ•โ•โ•โ•โ•โ•šโ•โ•     โ•šโ•โ•โ•โ•โ•โ•โ• โ•šโ•โ•โ•โ•โ•โ•   โ•šโ•โ•   โ•šโ•โ•  โ•šโ•โ•โ•šโ•โ•  โ•šโ•โ•โ•šโ•โ•โ•โ•โ•โ•โ•
liminal multimodal anomaly

LISTENING TO THE SPACES BETWEEN

EMF analysis โ€ข Acoustic detection โ€ข Network phantoms โ€ข Cross-modal correlation


โ—ˆ CONCEPT

Ghosts, by definition, exist at the thresholdโ€”neither fully present nor fully absent. They occupy liminal spaces. spectral detects anomalies across multiple sensory modalities: electromagnetic fields that fluctuate without cause, sounds below human hearing, network packets from hosts that don't exist.

"The ghost is not what haunts usโ€”it is what we fail to see."


โ—ˆ DETECTION MODALITIES

โ–ธ ELECTROMAGNETIC

Detect unexplained EMF fluctuations using device sensors or external hardware:

from spectral import EMFScanner

emf = EMFScanner()

# Use device magnetometer
emf.use_device_sensor()

# Or external hardware
# emf.use_hardware("emf-sensor-001")

async for reading in emf.monitor():
    if reading.anomalous:
        print(f"โ–ธ EMF ANOMALY")
        print(f"  Field strength: {reading.microtesla}ยตT")
        print(f"  Baseline: {reading.baseline}ยตT")
        print(f"  Deviation: {reading.deviation_sigma}ฯƒ")
        print(f"  Duration: {reading.duration_ms}ms")
        print(f"  Strangeness: {reading.strangeness}%")

โ–ธ ACOUSTIC

Detect infrasonic (< 20Hz) and ultrasonic (> 20kHz) signals:

from spectral import AcousticScanner

acoustic = AcousticScanner()

# Configure frequency ranges
acoustic.enable_infrasonic(min_hz=0.1, max_hz=20)
acoustic.enable_ultrasonic(min_hz=20000, max_hz=48000)

async for event in acoustic.listen():
    if event.type == "infrasonic":
        print(f"โ–ธ INFRASONIC DETECTION")
        print(f"  Frequency: {event.frequency}Hz")
        print(f"  Duration: {event.duration}s")
        print(f"  Note: 18.9Hz associated with unease/hallucination")
    
    elif event.type == "ultrasonic":
        print(f"โ–ธ ULTRASONIC DETECTION")
        print(f"  Frequency: {event.frequency}Hz")
        print(f"  Pattern: {event.pattern}")

โ–ธ NETWORK PHANTOMS

Detect impossible network activityโ€”responses from non-existent hosts:

from spectral import NetworkPhantomScanner

scanner = NetworkPhantomScanner()

# Scan for phantoms
async for phantom in scanner.hunt():
    print(f"โ–ธ NETWORK PHANTOM")
    print(f"  IP: {phantom.ip}")
    print(f"  Responded: {phantom.responded}")
    print(f"  Host exists: {phantom.host_exists}")
    print(f"  ARP entry: {phantom.arp_exists}")
    print(f"  Timestamp anomaly: {phantom.timestamp_future}")

โ–ธ ENVIRONMENTAL

Temperature, pressure, humidity anomalies:

from spectral import EnvironmentalScanner

env = EnvironmentalScanner()

async for reading in env.monitor():
    for anomaly in reading.anomalies:
        print(f"โ–ธ {anomaly.type.upper()} ANOMALY")
        print(f"  Value: {anomaly.value}")
        print(f"  Expected: {anomaly.expected}")
        print(f"  Location: {anomaly.location}")

โ—ˆ CROSS-MODAL CORRELATION

The most significant anomalies manifest across multiple modalities:

from spectral import MultiModalScanner, CorrelationEngine

scanner = MultiModalScanner()
scanner.enable_emf()
scanner.enable_acoustic()
scanner.enable_network()
scanner.enable_environmental()

correlator = CorrelationEngine()

async for event_group in scanner.unified_scan():
    correlations = correlator.analyze(event_group)
    
    if correlations.significant:
        print(f"โ–ธ MULTI-MODAL ANOMALY CLUSTER")
        print(f"  Correlation coefficient: {correlations.r}")
        print(f"  Modalities: {', '.join(correlations.modalities)}")
        print(f"  Temporal alignment: {correlations.temporal_sync_ms}ms")
        print(f"  Strangeness: {correlations.combined_strangeness}%")
        
        # These are the interesting ones
        if correlations.combined_strangeness > 80:
            print(f"  โš ๏ธ HIGH STRANGENESS EVENT")

โ—ˆ SAMPLE OUTPUT

โ—ˆ SPECTRAL v2.0 โ€บ LIMINAL ANALYSIS
โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”

CHANNELS OPEN

โ–ธ EMF SPECTRUM
  Baseline: 47.2ยตT (Earth's field normal)
  Current: 52.8ยตT
  Deviation: 2.3ฯƒ
  โšก Unexplained fluctuation detected
  Strangeness โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘ 79%

โ–ธ ACOUSTIC LAYER
  Infrasonic: 18.9Hz continuous
  Duration: 47 minutes
  Amplitude: Below perception threshold
  โš ๏ธ 18.9Hz associated with optical hallucination
  Strangeness โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘ 68%

โ–ธ NETWORK PHANTOMS
  10.0.0.47 โ€บ Responded to ping
  Host verification: FAILED (no such host)
  ARP table: EMPTY for this IP
  Timestamp: 3 minutes IN THE FUTURE
  Strangeness โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘ 94%

โ–ธ ENVIRONMENTAL
  Temperature: Localized cold spot (-4.2ยฐC delta)
  Location: Grid C7
  Duration: 12 minutes
  No HVAC explanation
  Strangeness โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘ 71%

โ–ธ CORRELATION ANALYSIS
  EMF โ†” Temperature: r=0.87 (Strong)
  EMF โ†” Acoustic: r=0.34 (Weak)
  Temporal sync: All events within 2.4s window

โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”
ANOMALIES: 7 โ€ข HIGH STRANGENESS: 2 โ€ข LIMINAL INDEX: ELEVATED

โ—ˆ MOBILE APPLICATION

Real-time anomaly detection using your phone's sensors:

iOS/Android Features:

  • Magnetometer for EMF fluctuations
  • Microphone for infra/ultrasonic
  • Camera for visual anomaly detection
  • Accelerometer for vibration
  • GPS for location tagging
  • Background monitoring
โ—ˆ SPECTRAL MOBILE
โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”

EMF โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘ 52.8ยตT (+5.6)
ACOUSTIC โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘ Silent
TEMP โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘ 18.4ยฐC
MOTION โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘ Stable

โ–ธ Recording โ€ข GPS: 47.6205, -122.3493
โ–ธ 2 anomalies logged this session

ANOMALY LOG
  14:23:07 EMF spike +12ยตT (3.2s)
  14:31:44 Infrasonic 17.4Hz (8s)

โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”

โ—ˆ DESKTOP APPLICATION

Native Tauri app with:

  • Real-time multi-modal dashboard
  • Historical anomaly visualization
  • Correlation analysis graphs
  • Location-based anomaly mapping
  • Session recording and export

โ—ˆ HARDWARE INTEGRATION

External sensors for enhanced detection:

Device Type Integration
K-II EMF EMF USB/Bluetooth
Mel Meter EMF/Temp USB
Trifield EMF USB
Custom Arduino Multi USB/Serial
Raspberry Pi Pico Multi USB

โ—ˆ INSTALLATION

pip install baudrillard-spectral

# Mobile apps
cd apps/spectral-mobile
npm install && npx expo build

# Desktop app
cd apps/spectral-desktop
npm install && npm run tauri build

"Between presence and absence lies the space where ghosts dwell."

BAUDRILLARD SUITE