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PoPB — Proof of Physical Behavior

The open protocol for verifiable human physical activity. What TCP/IP did for data, PoPB does for your body.


The Problem

100 squats in a gym at 08:00 UTC. Who proves they happened?

Not the gym owner — they have an incentive to inflate. Not the app — your data is their ML training set. Not a DAO oracle — they can't sense the physical world.

Physical human behavior has no cryptographic truth anchor. Every sensor data stream today is one SQL UPDATE away from being rewritten. This is not a security bug. It's an architectural gap.


Multicoin's Four Models — And What They Missed

In March 2026, Multicoin Capital published a landmark thesis — "RWAs Are Just Built Different" — defining four ways to bring real-world assets on-chain:

        MULTICOIN'S RWA TAXONOMY (2026)
  ┌────────────────────────────────────────────┐
  │ Model 1: Tokenized Securities              │
  │ Model 2: Tokenized Commodities             │
  │ Model 3: Tokenized Real Estate             │
  │ Model 4: Tokenized IP & Creative Works     │
  ├────────────────────────────────────────────┤
  │ ❓ What's missing?                          │
  │                                            │
  │ Human behavior never sits still long       │
  │ enough to be "tokenized." It must be       │
  │ *proven at the moment it happens.*          │
  └────────────────────────────────────────────┘

Every model assumes: "the asset exists before the proof." A stock exists before you wrap it. Real estate exists before you fractionalize it.

Physical behavior breaks this assumption. 100 squats exist only at the moment they happen. There is no "underlying" to cache, no custodian to hold, no price oracle to report.

The missing category: Model 5 — Physical-Native RWA. Assets born on-chain because they're born in the physical world, proven by hardware, at the moment of occurrence.

PoPB is Model 5.


What PoPB Does — 30 Seconds

HUMAN    ═▶  HARDWARE SENSOR  ═▶  PROOF  ═▶  CHAIN
│                                                
│  ⚡ NFC tap triggers capture                    
│  📡 15 sensors: IMU · BIA · ECG · ToF · IR     
│  🔐 Secure Element signs at the moment          
│  🛡️ MPC shards raw data, ZK wraps identity      
│  ✅ Proof committed — the proof IS the asset     
│                                                 
└── No issuer. No custodian. No oracle.          

One takeaway: the proof is the asset. There is no tokenization step. No custody handoff. The cryptographic attestation from the hardware trust root is the asset on-chain.


Architecture at a Glance

┌──────────────────────────────────────────────────────────────────┐
│                     PoPB PROTOCOL STACK                            │
│                                                                    │
│  L5 ┌──────────────────┐                                          │
│     │  APPLICATION     │  DID · Insurance · Behavior Marketplace   │
│     └──────┬───────────┘                                          │
│  L4 ┌──────┴───────────┐                                          │
│     │  VERIFICATION    │  Validator Network · Slashing · Consensus │
│     └──────┬───────────┘                                          │
│  L3 ┌──────┴───────────┐                                          │
│     │  PRIVACY         │  MPC Sharding · ZK Proofs · DID Control  │
│     └──────┬───────────┘                                          │
│  L2 ┌──────┴───────────┐                                          │
│     │  DATA CAPTURE    │  15-Dim Sensor Fusion · Signal Pipeline  │
│     └──────┬───────────┘                                          │
│  L1 ┌──────┴───────────┐                                          │
│     │  HARDWARE TRUST  │  TEE · Secure Element · Device Keypair  │
│     └──────────────────┘                                          │
│                                                                    │
│  Each layer has a structural defense:                              │
│  L1 — Device private key never leaves silicon                      │
│  L2 — 15-dim fusion infeasible to simulate                         │
│  L3 — ZWF holds <K shares, structurally cannot read user data     │
│  L4 — Any node can independently verify                            │
└──────────────────────────────────────────────────────────────────┘

Why This Can't Be Forked

Attack Cost Time Why It Fails
Software clone ~$50K 3mo Protocol-invalid — no hardware trust root = no valid proof
Deploy competitive hardware ~$50M+ 7+yr Time-uncompressible — PoPB has 7 years of real sensor data
AI-fake behavior streams ~$500K 6mo 15-dim cross-sensor consistency check catches fakes
Fork the open spec $0 1 day ✅ You can — but the network runs on attestations from deployed hardware

Structural moat: It's not "we do it better." It's "you cannot do it without 7 years of deployed hardware and real sensor data."


Quick Start

git clone https://github.com/ZWISERFIT/PoPB.git
cd PoPB

# Read the spec
cat spec/PoPB-v1.0.0.md

# Run the attestation verifier
cd verifier
pip install -r requirements.txt
python popb_verify.py --proof example_proof.json

Contribute


License

Component License
Protocol Specification (spec/) MIT
Reference Implementation (verifier/) Apache 2.0
Hardware Design Files CERN OHL v2 (Permissive)

Patent Non-Assertion Pledge: ZWISERFIT will not assert patents against conformant implementations.


⭐ Star · Contribute · Discuss

If this makes you think — "finally, a way to prove my body's work is real" — star the repo and join a Discussion. The protocol is open. The verifier runs on your laptop. The hardware runs in Dongguan.

Star on GitHub Discussions


PoPB v1.0.0 — Published 2026-06-02

An open protocol. A shared standard. A trustless bridge between the physical world and the digital.

ZWISERFIT · Dongguan · 2026

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PoPB Protocol Specification — Proof of Physical Behavior. The verification protocol for human physical activity. Apache 2.0 + MIT.

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