Distributed Ledger Technology (DLT)
-Decentralized network of multiple nodes
-Nodes can update ledger and share changes across network
-No node has power over other nodes
-Consensus mechanism: network agress to changes
Nodes
Individual computers in ledger / blockchain
Store full / partical copy of ledger
Validate / transmit data
Follow consensus rules
Blockchain
Most common form of DLT
Blocks added in chronological (time) order using cryptography
Each block verifies previous —> immutability (cannot be altered)
Public Blockchain
Open to anyone to set up nodes (validating transactions)
Decentralized governance; no central authority
Examples: BTC, ETH
Private Blockchain
Require permission to access and participate
More centralized governance —> used by enterprises
DIgital Interactions
-Blockchain
-Remote Procedure Call (RPC) Node
-Digital Wallets
-End Use
Remote Procedure Call (RPC) Node
Server interface allowing external systems (wallets) to communicate with blockchain
Access point for querying data / broadcasting transactions
Enables to interact with blockchain without running own node
Digital Wallet
Software / hardware tool that manages public & private keys
Private key is stored locally —> never leaves wallet
Signs transactions authorizing asset transfers
Private Key
Secret value authorizing transactions
Kept secure; access to assets
Bank-style: PIN
Public Key
Identifies your account; safe to share with anyone
Used to verify signatures and receive assets
Bank: account number
Types of wallets
Hot wallet: connected to internet
Cold wallet: offlien for security
Hardware wallet: physical device (USB)
Software wallet: app/program
ECDSA Key Relationship
Transactions signed via Elliptic Curve Digital Signature Algorithm (ECDSA)
Private key → Public key → Address (public key is derived from the private key)
One-way cryptographic function: only private key can generate public key
Consensus Purpose
Consensus required to address double-spending problem
2 mechanisms
Proof of Work (PoW)
Proof of Stake (PoS)
Consensus Mechanism: Proof of Work
Miners must expend significant computational resources to add block (BTC)
Block with most accumulated work is accepted by network
High costs make fraud unattractive and prevents double spending
Consensus Mechanism: Proof of Stake
Validators must lock up stake (digital assets) to earn right to propose and validate blocks (ETH)
If validator submits invalid transactions —> stakes get slashed
Sepcial Characteristics PoW
Secure Hash Algorithm (SHA 256)
converts text/number —> 64-digit hexadecimal number
16 different characters (a-f, 0-9)
PoW by finding correct unlikely hash output with computing power
Blockchain Evolution
No central authority —> changes if majority of network participants agree
If change —> Fork occurs
Hard fork
Soft fork
Hard Fork
Two separate blockchains
New blockchain incompatible with old blockchain
Soft Fork
One new blockchain that is backward compatible (old rules still apply)
Explanation Blockchain Trilemma
Decentralization & security require independent validators verifying —> slows scalability
Increasing scalability reduces decentralization & security (fewer validators or off-chain mechanisms)
Blockchain trilemma
Decentralization
Scalability
Security
Smart contracts
Self-executing code deployed on a decentralized blockchain network (ETH)
Core building blocks of decentralized applications (dApps)
Deploying / modifying contracts requires paying transaction fees
Blockchain Layers
Layer 1
Main blockchain where transactions occur using native coin
Limited speed and interoperability
Layer 2 (Optional; e.g., BTC)
Built on top of Layer 1
Move transactions off-chain to improve speed & scalability
Tokens
Form of smart contract representing ownership of digital assets
Types of Tokens
Fungible Tokens: all tokens are interchangeable and identical; each unit has the same value and properties —> stablecoins
Nonfungible Tokens (NFT): tokens are unique —> unique digital artwork
Decentralized Finance (DeFi)
Financial services built on blockchains using smart contracts
Operate without traditional intermediaries —> decentralized autonomous organizations (DAOs)
Examples DeFi
Decentralized Exchanges (DEXs)
Borrowing / lending platforms
Stablecoins
Oracles DeFi
Services providing external, real-world data to blockchains and smart contracts
Enable smart contracts to execute based on off-chain information (e.g., prices, interest rates, or events)
Definition Bitcoin
Public cryptocurrency blockchain
Peer-to-peer digital currency by Satoshi Nakamoto in 2008
Enables secure value transfer without central authority or intermediary
Conversion BTC / Satoshis
1 BTC = 100 mm Satoshis
Bitcoin Model
UTXO: unspent transaction output model
transaction output that has not yet been spent
Represents amount of BTC available for future transactions
BTC Transaction Mechanics
Transaction creation (send/sign with private key)
Broadcast and validation (broadcast to network / validate by nodes)
Mempool (transactions waiting verification)
Block formation (miners select transactions from mempool)
Proof of Work (miners verify; solution every 10min)
Consensus and reward (network validates / Block added)
BTC Mining Power
Mining power = hash rate
Hashing problem
Higher hash rate —> hashing problem more complex to keep new block creation at one block every 10 minutes
BTC Transaction Risk
Risk to consensus mechanismn: 51% attack
Occurs when single party controls more than 50% of network’s mining power
Could manipulate transaction confirming fraudulent transactions for new blocks
Mitigation BTC Transaction Risk
Hashing process is probabilistic and random
Randomness prevents any single node from consistently influencing block creation (exception: xx% mining power)
BTC Monetary Policy
Preprogrammed / controlled by blockchain code
Total supply: 21 mm; gradually released
Mining process: currently 3.125 BTC rewarded / halving every 210.000 blocks
BTC block has 1 MB size limit —> user pay fee to have transaction in next block
Bitcoin Pyment Mechanism
Bank account: no
Hours: 24/7
Reversibility: no
Cost: low
Speed: high
Coverage: global
Drawback of Bitcoin
AML compliance
Transactions are pseudonymous -> not linked to real-world identities
Definition Ethereum
Public blockchain with smart contract functionality
Uses Solidarity on Ethereum Virtual Machine (EVM)
Launched in 2015
Ethereum Hack
2016: major DAO was hacked —> $60mm of ETH stolen
Hard fork reversed hack
Ethereum Tokens
Native Currency
Nonnative Tokens
ETH: Native Currency
Native Currency: ETH
ETH used to pay gas for transactions and smart contracts
Gas: Priced in gwei (1 ETH = 1 billion gwei); ETH paid is burned
ETH: Nonnative tokens
Fungible tokens (ERC-20)
Interchangeable tokens (stablecoins)
Nonfungible tokens (ERC-721)
Unique tokens representing distinct assets (artwork)
ETH Consensus Mechanism
Pre-Sep 15, 2022: PoW
Pst-Sep 15, 2022: PoS
ETH PoS Consensus Mechanism
Validators stake ETH to propose blocks; random selection weighted by stake, —> misbehavior punished via slashing
99%+ lower energy use and faster transactions, better incentive alignment —> greater centralization risk
Payments
Central Bank Digital Currencies
Stablecoins are cryptocurrencies designed to maintain price stability —> pegging their value to reference asset
Stability though algorithms —> fiat, crypto, commodity backing (TerraUSD collapse)
CBDCs are digital versions of fiat money issued and backed by central bank
Aim to lower payment costs while preserving government control over money —> enabling more targeted monetary or fiscal policy
Types of fungible tokens
Utility (smart contracts)
Security (collateral)
DeFi (tokens within DeFi ecosystem)
Governance (holders vote)
Decentralized Finance
Financial services delivered through blockchain-based dApps (e.g., trading, lending, insurance)
ETH built on Layer 2 networks
dApps operated by DAOs —> rely on oracles for off-chain data
Incentivize participation though yield farming
Yield farming
Deposit digital assets into liquidity pools, lending protocols, or staking systems
In return, earn rewards (interest, fees, or tokens) for helping network run —> providing liquidity or validating transactions
Types of Web’s
Web 1.0 -> read-only internet
Web 2.0 -> read/write SoMe-driven internet
Web 3.0 -> decentralized blockchain-based internet
Web 3.0
Decentralized blockchain-based internet
Reduces reliance on large tech intermediaries -> shifting data ownership to users
Enables new applications -> gaming, SoMe, metaverse, finance
Digital Assets in Institutional Portfolios
Diversification
Return potential
Research suggests not effective inflation or crisis hedge
Digital Assets: Diversification
Diversification across strategies
Complementary to VC
Hedge against technological disruption
Digital Assets: Return Potential
Returns n/a in other ACs
Alpha opportunities due to market inefficiencies
Digital Assets: Types of Investments
Currently available investments
Future innovations
Types of Investments: Currently available investments
Direct holdings (self custody or qualified custodian)
ETFs
Funds (HF or PE Fund)
Types of Investments: Future innovations
Tokenizing private assets -> provide liquidity
Smart contracts -> new code behaviors
Decentralized DD processes
Zero-knowledge proof -> truth without verification
Digital Asset Allocation: Problems of modern investors
End of bond bull market
Narrow equity gains
Increasing correlation to trad. assets
Shrinking public markets
Elevated macro risks
Role of Digital Assets in Modern Portfolios
Expand risk/return opportunity set
Improve Sharpe Ratio (Iman Conover: asset have own return pattern but have correlation)
Positive skewness
Not for risk-averse investors
Risks of Digital Assets
Returns (new AC; little data)
Volatility (4 drawdowns > 70%)
Liquidity
Counterparty risk
Systemic risk
Programming / coding errors (wormhole: $300mm ETH from Layer 2)
Cybersecurity
Obsolescence
Challenges to Digital Assets
Fraud
Custody / Wallets
Regulation
Challenges to Digital Assets: Fraud
Fraudulent apps/websites/digital asset service providers
Pumping and dumping (inflate price; dump shares)
Cryptocurrency scams and fraud estimated to be over $10 billion per year
Challenges to Digital Assets: Custody / Wallets
Hot wallets: can be hacked
Cold wallets: can be lost/damaged
Estimated bitcoin loss due to loss of private keys: 4 million
Challenges to Digital Assets: Regulation
Regulation of decentralized system
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