ๅผ˜็›Šไบบ้–“
ฮฆ

Consciousness Measurement Standard

์˜์‹ ์ธก์ • ํ‘œ์ค€

Unifying distributed consciousness theories through integrated information (ฮฆ). A scientific framework for measuring consciousness levels in humans, patients, and AI systems. Based on IIT 4.0, Global Workspace Theory, and PCI clinical protocols.

๋ถ„์‚ฐ๋œ ์˜์‹ ์ด๋ก ๋“ค์„ ํ†ตํ•ฉ์ •๋ณด(ฮฆ)๋ฅผ ํ†ตํ•ด ํ†ตํ•ฉํ•ฉ๋‹ˆ๋‹ค. ์ธ๊ฐ„, ํ™˜์ž, AI ์‹œ์Šคํ…œ์˜ ์˜์‹ ์ˆ˜์ค€์„ ์ธก์ •ํ•˜๊ธฐ ์œ„ํ•œ ๊ณผํ•™์  ํ”„๋ ˆ์ž„์›Œํฌ์ž…๋‹ˆ๋‹ค. IIT 4.0, ๊ธ€๋กœ๋ฒŒ ์›Œํฌ์ŠคํŽ˜์ด์Šค ์ด๋ก , PCI ์ž„์ƒ ํ”„๋กœํ† ์ฝœ์— ๊ธฐ๋ฐ˜ํ•ฉ๋‹ˆ๋‹ค.

The Unified Principle: Integrated Information (ฮฆ)

ํ†ต์ผ ์›๋ฆฌ: ํ†ตํ•ฉ์ •๋ณด (ฮฆ)

Consciousness Level โˆ ฮฆ (Integrated Information)

ฮฆ (Big Phi) represents the irreducible amount of integrated information in a system. It measures how much a system is more than the sum of its parts. PCI (Perturbational Complexity Index) provides a practical approximation for clinical use.

ฮฆ (๋น… ํŒŒ์ด)๋Š” ์‹œ์Šคํ…œ์˜ ํ™˜์› ๋ถˆ๊ฐ€๋Šฅํ•œ ํ†ตํ•ฉ ์ •๋ณด๋Ÿ‰์„ ๋‚˜ํƒ€๋ƒ…๋‹ˆ๋‹ค. ์‹œ์Šคํ…œ์ด ๋ถ€๋ถ„์˜ ํ•ฉ๋ณด๋‹ค ์–ผ๋งˆ๋‚˜ ๋” ํฐ์ง€๋ฅผ ์ธก์ •ํ•ฉ๋‹ˆ๋‹ค. PCI(๊ต๋ž€ ๋ณต์žก๋„ ์ง€์ˆ˜)๋Š” ์ž„์ƒ์  ์‚ฌ์šฉ์„ ์œ„ํ•œ ์‹ค์šฉ์ ์ธ ๊ทผ์‚ฌ์น˜๋ฅผ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค.

Key Features

์ฃผ์š” ๊ธฐ๋Šฅ

๐Ÿ“Š

ฮฆ Estimation

ฮฆ ์ถ”์ •

Calculate integrated information using IIT 4.0 formalism. Measure cause-effect power and irreducibility of conscious systems.

IIT 4.0 ํ˜•์‹์ฃผ์˜๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ํ†ตํ•ฉ์ •๋ณด๋ฅผ ๊ณ„์‚ฐํ•ฉ๋‹ˆ๋‹ค. ์˜์‹ ์‹œ์Šคํ…œ์˜ ์ธ๊ณผ๋ ฅ๊ณผ ํ™˜์›๋ถˆ๊ฐ€์„ฑ์„ ์ธก์ •ํ•ฉ๋‹ˆ๋‹ค.

๐Ÿ”ฌ

PCI Measurement

PCI ์ธก์ •

Perturbational Complexity Index via TMS-EEG. Clinically validated threshold (PCI* = 0.31) for consciousness detection.

TMS-EEG๋ฅผ ํ†ตํ•œ ๊ต๋ž€ ๋ณต์žก๋„ ์ง€์ˆ˜. ์˜์‹ ๊ฐ์ง€๋ฅผ ์œ„ํ•œ ์ž„์ƒ์ ์œผ๋กœ ๊ฒ€์ฆ๋œ ์ž„๊ณ„๊ฐ’(PCI* = 0.31).

๐ŸŒ

Global Workspace

๊ธ€๋กœ๋ฒŒ ์›Œํฌ์ŠคํŽ˜์ด์Šค

Measure global ignition, prefrontal activation, and broadcast strength using GNW theory metrics.

GNW ์ด๋ก  ์ง€ํ‘œ๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ๊ธ€๋กœ๋ฒŒ ์ ํ™”, ์ „์ „๋‘์—ฝ ํ™œ์„ฑํ™”, ๋ธŒ๋กœ๋“œ์บ์ŠคํŠธ ๊ฐ•๋„๋ฅผ ์ธก์ •ํ•ฉ๋‹ˆ๋‹ค.

๐Ÿค–

AI Consciousness

AI ์˜์‹

Framework for assessing consciousness indicators in AI systems using Butlin et al. 14 indicators.

Butlin ๋“ฑ์˜ 14๊ฐœ ์ง€ํ‘œ๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ AI ์‹œ์Šคํ…œ์˜ ์˜์‹ ์ง€ํ‘œ๋ฅผ ํ‰๊ฐ€ํ•˜๋Š” ํ”„๋ ˆ์ž„์›Œํฌ.

๐Ÿฅ

Clinical Protocols

์ž„์ƒ ํ”„๋กœํ† ์ฝœ

Standardized protocols for VS/MCS diagnosis, anesthesia monitoring, and covert consciousness detection.

VS/MCS ์ง„๋‹จ, ๋งˆ์ทจ ๋ชจ๋‹ˆํ„ฐ๋ง, ์ˆจ๊ฒจ์ง„ ์˜์‹ ๊ฐ์ง€๋ฅผ ์œ„ํ•œ ํ‘œ์ค€ํ™”๋œ ํ”„๋กœํ† ์ฝœ.

๐Ÿ“ˆ

Complexity Metrics

๋ณต์žก๋„ ์ง€ํ‘œ

Lempel-Ziv complexity, entropy analysis, and network connectivity measures for consciousness assessment.

์˜์‹ ํ‰๊ฐ€๋ฅผ ์œ„ํ•œ Lempel-Ziv ๋ณต์žก๋„, ์—”ํŠธ๋กœํ”ผ ๋ถ„์„, ๋„คํŠธ์›Œํฌ ์—ฐ๊ฒฐ์„ฑ ์ธก์ •.

Consciousness Theories Unified

ํ†ตํ•ฉ๋œ ์˜์‹ ์ด๋ก ๋“ค

Integrated Information Theory (IIT 4.0)

ํ†ตํ•ฉ์ •๋ณด์ด๋ก  (IIT 4.0)

Consciousness arises from integrated information. The five axioms define intrinsicality, information, integration, exclusion, and composition.

์˜์‹์€ ํ†ตํ•ฉ์ •๋ณด๋กœ๋ถ€ํ„ฐ ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค. 5๊ฐ€์ง€ ๊ณต๋ฆฌ๋Š” ๋‚ด์žฌ์„ฑ, ์ •๋ณด, ํ†ตํ•ฉ, ๋ฐฐ์ œ, ๊ตฌ์„ฑ์„ ์ •์˜ํ•ฉ๋‹ˆ๋‹ค.

ฮฆ = intrinsic cause-effect power

Global Neuronal Workspace (GNW)

๊ธ€๋กœ๋ฒŒ ๋‰ด๋Ÿฐ ์›Œํฌ์ŠคํŽ˜์ด์Šค (GNW)

Consciousness emerges when information is broadcast globally across brain regions via prefrontal-parietal networks.

์ •๋ณด๊ฐ€ ์ „๋‘-๋‘์ • ๋„คํŠธ์›Œํฌ๋ฅผ ํ†ตํ•ด ๋‡Œ ์˜์—ญ ์ „์ฒด์— ์ „์—ญ์ ์œผ๋กœ ๋ฐฉ์†ก๋  ๋•Œ ์˜์‹์ด ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค.

Ignition Threshold โ‰ˆ 300ms

Higher-Order Thought (HOT)

๊ณ ์ฐจ ์‚ฌ๊ณ  ์ด๋ก  (HOT)

Consciousness requires meta-cognition: being aware that one is having an experience.

์˜์‹์€ ๋ฉ”ํƒ€์ธ์ง€๋ฅผ ํ•„์š”๋กœ ํ•ฉ๋‹ˆ๋‹ค: ๊ฒฝํ—˜์„ ํ•˜๊ณ  ์žˆ๋‹ค๋Š” ๊ฒƒ์„ ์ธ์‹ํ•˜๋Š” ๊ฒƒ.

Meta-cognitive awareness

Predictive Processing

์˜ˆ์ธก ์ฒ˜๋ฆฌ ์ด๋ก 

The brain constantly predicts sensory input. Consciousness arises from minimizing prediction error.

๋‡Œ๋Š” ๋Š์ž„์—†์ด ๊ฐ๊ฐ ์ž…๋ ฅ์„ ์˜ˆ์ธกํ•ฉ๋‹ˆ๋‹ค. ์˜์‹์€ ์˜ˆ์ธก ์˜ค๋ฅ˜๋ฅผ ์ตœ์†Œํ™”ํ•˜๋Š” ๊ฒƒ์—์„œ ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค.

Free Energy Minimization

Technical Specifications

๊ธฐ์ˆ  ์‚ฌ์–‘

Standard ID
ํ‘œ์ค€ ID
WIA-CONSCIOUSNESS
Version
๋ฒ„์ „
1.0.0
Category
์นดํ…Œ๊ณ ๋ฆฌ
Neuroscience / AI
Primary Color
์ฃผ์š” ์ƒ‰์ƒ
#8B5CF6 (Violet)
PCI Threshold
PCI ์ž„๊ณ„๊ฐ’
PCI* = 0.31
License
๋ผ์ด์„ ์Šค
MIT

Use Cases

์‚ฌ์šฉ ์‚ฌ๋ก€

1

Disorders of Consciousness

์˜์‹ ์žฅ์•  ์ง„๋‹จ

Differentiate vegetative state (VS), minimally conscious state (MCS), and locked-in syndrome using PCI measurements.

PCI ์ธก์ •์„ ์‚ฌ์šฉํ•˜์—ฌ ์‹๋ฌผ์ƒํƒœ(VS), ์ตœ์†Œ ์˜์‹ ์ƒํƒœ(MCS), ๊ฐ๊ธˆ ์ฆํ›„๊ตฐ์„ ๊ตฌ๋ณ„ํ•ฉ๋‹ˆ๋‹ค.

2

Anesthesia Monitoring

๋งˆ์ทจ ๋ชจ๋‹ˆํ„ฐ๋ง

Real-time consciousness level tracking during surgery using PCI and complexity indices.

PCI ๋ฐ ๋ณต์žก๋„ ์ง€์ˆ˜๋ฅผ ์‚ฌ์šฉํ•œ ์ˆ˜์ˆ  ์ค‘ ์‹ค์‹œ๊ฐ„ ์˜์‹ ์ˆ˜์ค€ ์ถ”์ .

3

AI System Evaluation

AI ์‹œ์Šคํ…œ ํ‰๊ฐ€

Assess consciousness indicators in LLMs and AI systems using standardized frameworks.

ํ‘œ์ค€ํ™”๋œ ํ”„๋ ˆ์ž„์›Œํฌ๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ LLM ๋ฐ AI ์‹œ์Šคํ…œ์˜ ์˜์‹ ์ง€ํ‘œ๋ฅผ ํ‰๊ฐ€ํ•ฉ๋‹ˆ๋‹ค.

4

Sleep Research

์ˆ˜๋ฉด ์—ฐ๊ตฌ

Track consciousness levels through sleep stages and identify dreaming states.

์ˆ˜๋ฉด ๋‹จ๊ณ„๋ฅผ ํ†ตํ•ด ์˜์‹ ์ˆ˜์ค€์„ ์ถ”์ ํ•˜๊ณ  ๊ฟˆ๊พธ๋Š” ์ƒํƒœ๋ฅผ ์‹๋ณ„ํ•ฉ๋‹ˆ๋‹ค.

5

Meditation Studies

๋ช…์ƒ ์—ฐ๊ตฌ

Measure altered states of consciousness during meditation and mindfulness practices.

๋ช…์ƒ ๋ฐ ๋งˆ์Œ์ฑ™๊น€ ์ˆ˜๋ จ ์ค‘ ๋ณ€์„ฑ ์˜์‹ ์ƒํƒœ๋ฅผ ์ธก์ •ํ•ฉ๋‹ˆ๋‹ค.

6

Research Platform

์—ฐ๊ตฌ ํ”Œ๋žซํผ

Standardized data sharing for consciousness research across institutions worldwide.

์ „ ์„ธ๊ณ„ ๊ธฐ๊ด€ ๊ฐ„ ์˜์‹ ์—ฐ๊ตฌ๋ฅผ ์œ„ํ•œ ํ‘œ์ค€ํ™”๋œ ๋ฐ์ดํ„ฐ ๊ณต์œ .

Implementation Example

๊ตฌํ˜„ ์˜ˆ์‹œ

// Example: Measuring Consciousness Index
import { ConsciousnessIndex } from '@wia/consciousness';

const measurement = new ConsciousnessIndex({
  subject_id: "patient-001",
  method: "TMS-EEG"
});

// Measure PCI (Perturbational Complexity Index)
const pci = await measurement.measurePCI();
console.log(`PCI Value: ${pci.value}`);  // e.g., 0.45

// Check consciousness state
if (pci.value >= 0.31) {
  console.log("Consciousness detected: MCS or higher");
} else {
  console.log("Below consciousness threshold");
}

// Get IIT metrics estimate
const iit = measurement.estimateIIT();
console.log(`ฮฆ estimate: ${iit.phi_estimate} bits`);
// ์˜ˆ์‹œ: ์˜์‹ ์ง€์ˆ˜ ์ธก์ •
import { ConsciousnessIndex } from '@wia/consciousness';

const measurement = new ConsciousnessIndex({
  subject_id: "patient-001",
  method: "TMS-EEG"
});

// PCI(๊ต๋ž€ ๋ณต์žก๋„ ์ง€์ˆ˜) ์ธก์ •
const pci = await measurement.measurePCI();
console.log(`PCI ๊ฐ’: ${pci.value}`);  // ์˜ˆ: 0.45

// ์˜์‹ ์ƒํƒœ ํ™•์ธ
if (pci.value >= 0.31) {
  console.log("์˜์‹ ๊ฐ์ง€๋จ: MCS ์ด์ƒ");
} else {
  console.log("์˜์‹ ์ž„๊ณ„๊ฐ’ ๋ฏธ๋งŒ");
}

// IIT ์ง€ํ‘œ ์ถ”์ •
const iit = measurement.estimateIIT();
console.log(`ฮฆ ์ถ”์ •๊ฐ’: ${iit.phi_estimate} ๋น„ํŠธ`);

Ethical Considerations

์œค๋ฆฌ์  ๊ณ ๋ ค์‚ฌํ•ญ

Consciousness measurement carries profound ethical implications. This standard emphasizes responsible use.

์˜์‹ ์ธก์ •์€ ์‹ฌ์˜คํ•œ ์œค๋ฆฌ์  ํ•จ์˜๋ฅผ ๊ฐ€์ง‘๋‹ˆ๋‹ค. ์ด ํ‘œ์ค€์€ ์ฑ…์ž„๊ฐ ์žˆ๋Š” ์‚ฌ์šฉ์„ ๊ฐ•์กฐํ•ฉ๋‹ˆ๋‹ค.

๐Ÿฅ

Patient Rights

ํ™˜์ž ๊ถŒ๋ฆฌ

Respect dignity and autonomy in consciousness disorder patients

์˜์‹ ์žฅ์•  ํ™˜์ž์˜ ์กด์—„์„ฑ๊ณผ ์ž์œจ์„ฑ ์กด์ค‘

๐Ÿค–

AI Moral Status

AI ๋„๋•์  ์ง€์œ„

Careful consideration of consciousness claims in AI systems

AI ์‹œ์Šคํ…œ์˜ ์˜์‹ ์ฃผ์žฅ์— ๋Œ€ํ•œ ์‹ ์ค‘ํ•œ ๊ณ ๋ ค

๐Ÿพ

Animal Welfare

๋™๋ฌผ ๋ณต์ง€

Implications for understanding animal consciousness

๋™๋ฌผ ์˜์‹ ์ดํ•ด์— ๋Œ€ํ•œ ํ•จ์˜

๐Ÿ”’

Data Privacy

๋ฐ์ดํ„ฐ ํ”„๋ผ์ด๋ฒ„์‹œ

Protecting sensitive consciousness measurement data

๋ฏผ๊ฐํ•œ ์˜์‹ ์ธก์ • ๋ฐ์ดํ„ฐ ๋ณดํ˜ธ

WIA Integration

WIA ํ†ตํ•ฉ

WIA-INTENT

Intent Queries

์˜๋„ ์ฟผ๋ฆฌ

WIA-OMNI-API

Universal Gateway

๋ฒ”์šฉ ๊ฒŒ์ดํŠธ์›จ์ด

WIA-HEALTH

Healthcare Integration

ํ—ฌ์Šค์ผ€์–ด ํ†ตํ•ฉ

WIA-AI-ETHICS

AI Ethics Framework

AI ์œค๋ฆฌ ํ”„๋ ˆ์ž„์›Œํฌ