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Thinking about
Cryptovaluation
Thiyagarajan M (Rajan), twitter.com/mtrajan
October 2017
Why should you care about blockchain
now ?
$100 in 2009 in bitcoin will be $500 million in 2017
5-6X
7% of 1 cent (1/100 $) in 2009 to $5000 on Oct 15 2017
Fastest growth of anything known to humans
As 20 Oct 2017
Google Search Trends - Bitcoin
Bitcoin Rises
from
$30 to $230Gawker Article
About Silk Road
$10 to $30
Passes $1000
first time
All time at $5000
China bans
ICO exchanges
https://trends.google.com/trends/explore?date=2009-01-01%202017-10-15&q=bitcoin
Ethereum is the new Java
$150b $30b
All cryptocurrency
Ethereum
All
India Internet
Startups
$60b
All India B2B
Software Startups
Startups
$8b
In 10 yrs In 10 yrs In 4 yrs In 10 yrs
In 3rd Stage, hitting escape velocity
Prototype
Stage
Sin Enterprise
(Gambling, Black
Markets)
Legitimate
Enterprise
The Evolution of the Bitcoin Economy: Extracting and Analyzing the Network of Payment Relationships -
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2808762
Bhajan, Gita & Veda level of thinking
(Metaphor, Mental Model, First Principle)
Understanding - Bhajan, Gita & Veda Level
‘BHAJAN’ LEVEL
‘GITA’ LEVEL
‘VEDA’ LEVEL
‘Repeatable
Metaphors’
‘First Principle
Thinking’
‘Simple Formula/
Mental Models’
F= ma
Level of understanding per user type
Tech
Legal
Business
Home User Miner Trader/Investor Entrepreneur Engineer
F= maF= ma
Crypto Assets
There are about 800 crypto assets so far and new ones coming every
month
Should bitcoin be valued like $ or gold or other other
commodity ?
If bitcoin does not serve the payment use case as anticipated, why is it trading at
$6000 ?
Should an ICO token be valued like IPO stock or
startup angel investment ?
Bitcoin like money, ICO like IPO is only a metaphor
“Never confuse brains with a bull market” - Warren Buffett
“All models are wrong, some are useful but some dangerous ” - NN
Taleb
“It ain't what you don't know that gets you into trouble. It's what you
know for sure that just ain't so.” - Mark Twain
Popular mental models break down
F= ma
“Never forget the six-foot tall man who drowned crossing the stream that was five feet deep on
average.”- Charlie Munger
Modern Portfolio Theory (Standard Deviation, Sharpe Ratio, Correlation) have
several limitation already
Many mental models are creaky
F= ma
Source - Howard Marks, Oaktree Capital
Volatility is not risk
What is value ?
Use Value, Exchange Value, Symbol Value, Store Value
Marx Talks
about
Value arises from imagination of future
Fear and Hunger
Money is story with highest belief coefficient
that help in survival against both fear and hunger in the future
Belief/trust on Nation state as custodian of the money
story is broken
Alternates ? Gold, Distributed Consensus ?
“Bitcoin will be a store of value when everyone
believes it is. The price is the current probability.
Fundamental analysis is impossible. “
@naval
What is valuation ?
Estimating / forecasting the future
”We have two classes of forecasters: Those
who don’t know – and those who don’t know
they don’t know. ” - Kenneth Galbraith
Startup valuations are 80% story, 20% data
Startrek Journey
Public company valuations are 20% story, 80% data
Everest
Innovation Accounting tracks journey of a startup to
well functioning company
Uncertain & Non repeatable Value
Probability distribution Unknown
Certain & Repeated Value
Probability distribution Known
Idea/Startup Large Company
Takes 7-11 year journey
Pivots
P/M fit
Power law, 1 in 10,000 succeed
Valuation
Intrinsic Valuation
Relative Valuation
Early
Startup Growth
Startup
Large
Company
Value using DCF
(With adjusted rate of return)
Value as ‘Options’ Value like DCF,
(replaceCashflow with
Growth rate)
Use Comparables
Uncertainty Risk
DCF - Discounted Cash Flow
Source - Aswath Damodaran
About Price (aka Relative Valuation)
“Can’t estimate or predict the outcome of the collective based on
individual action, markets are emergent” - NN Taleb
“Markets can remain irrational longer than you can remain solvent”
- John Maynard Keynes
Relative Valuation is arbitrage or pyramid scheme ?
Idea/Startup
Public Company
7-11 years
P/M fit
Angel Investors Venture Investors
PE, Hedge Funds & Public
market Traders
Crypto
Token
ICO
ICOs possibly best treated like angel investments
Error in your mental model is my opportunity - Value investing
Value is different from Price, Picking mispriced, Invest out of cycle
Arriving at an intrinsic value still need lot of
assumptions
For a given supply & velocity of token, what is the GDP (measured in $) of the use
case need to be supported
F= ma
MV = PQ
F= ma
M = size of the asset base, V = velocity of the asset , P = price of the digital resource being
provisioned, Q = quantity of the digital resource being provisioned
INET Valuation, Example from Chris Burniske
https://docs.google.com/spreadsheets/d/1ng4vv3TUE0DoB12diyc8nRfZuAN13k3aR
R30gmuKM2Y/edit#gid=1912132017
F= ma
New Markets in early stage, must watch out for
Speculation of Crowds , Bubbles, Ponzi Scheme & Scams, Cornering , Pumping &
Dumping.
Appendix

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Thinking about crypto valuation

  • 1. Thinking about Cryptovaluation Thiyagarajan M (Rajan), twitter.com/mtrajan October 2017
  • 2. Why should you care about blockchain now ?
  • 3. $100 in 2009 in bitcoin will be $500 million in 2017 5-6X 7% of 1 cent (1/100 $) in 2009 to $5000 on Oct 15 2017 Fastest growth of anything known to humans As 20 Oct 2017
  • 4. Google Search Trends - Bitcoin Bitcoin Rises from $30 to $230Gawker Article About Silk Road $10 to $30 Passes $1000 first time All time at $5000 China bans ICO exchanges https://trends.google.com/trends/explore?date=2009-01-01%202017-10-15&q=bitcoin
  • 5. Ethereum is the new Java $150b $30b All cryptocurrency Ethereum All India Internet Startups $60b All India B2B Software Startups Startups $8b In 10 yrs In 10 yrs In 4 yrs In 10 yrs
  • 6. In 3rd Stage, hitting escape velocity Prototype Stage Sin Enterprise (Gambling, Black Markets) Legitimate Enterprise The Evolution of the Bitcoin Economy: Extracting and Analyzing the Network of Payment Relationships - https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2808762
  • 7. Bhajan, Gita & Veda level of thinking (Metaphor, Mental Model, First Principle)
  • 8. Understanding - Bhajan, Gita & Veda Level ‘BHAJAN’ LEVEL ‘GITA’ LEVEL ‘VEDA’ LEVEL ‘Repeatable Metaphors’ ‘First Principle Thinking’ ‘Simple Formula/ Mental Models’ F= ma
  • 9. Level of understanding per user type Tech Legal Business Home User Miner Trader/Investor Entrepreneur Engineer F= maF= ma
  • 10. Crypto Assets There are about 800 crypto assets so far and new ones coming every month
  • 11. Should bitcoin be valued like $ or gold or other other commodity ? If bitcoin does not serve the payment use case as anticipated, why is it trading at $6000 ?
  • 12. Should an ICO token be valued like IPO stock or startup angel investment ?
  • 13. Bitcoin like money, ICO like IPO is only a metaphor “Never confuse brains with a bull market” - Warren Buffett “All models are wrong, some are useful but some dangerous ” - NN Taleb “It ain't what you don't know that gets you into trouble. It's what you know for sure that just ain't so.” - Mark Twain
  • 14. Popular mental models break down F= ma “Never forget the six-foot tall man who drowned crossing the stream that was five feet deep on average.”- Charlie Munger Modern Portfolio Theory (Standard Deviation, Sharpe Ratio, Correlation) have several limitation already
  • 15. Many mental models are creaky F= ma Source - Howard Marks, Oaktree Capital Volatility is not risk
  • 16. What is value ? Use Value, Exchange Value, Symbol Value, Store Value Marx Talks about
  • 17. Value arises from imagination of future Fear and Hunger
  • 18. Money is story with highest belief coefficient that help in survival against both fear and hunger in the future
  • 19. Belief/trust on Nation state as custodian of the money story is broken Alternates ? Gold, Distributed Consensus ?
  • 20. “Bitcoin will be a store of value when everyone believes it is. The price is the current probability. Fundamental analysis is impossible. “ @naval
  • 23. ”We have two classes of forecasters: Those who don’t know – and those who don’t know they don’t know. ” - Kenneth Galbraith
  • 24. Startup valuations are 80% story, 20% data Startrek Journey
  • 25. Public company valuations are 20% story, 80% data Everest
  • 26. Innovation Accounting tracks journey of a startup to well functioning company Uncertain & Non repeatable Value Probability distribution Unknown Certain & Repeated Value Probability distribution Known Idea/Startup Large Company Takes 7-11 year journey Pivots P/M fit Power law, 1 in 10,000 succeed
  • 27. Valuation Intrinsic Valuation Relative Valuation Early Startup Growth Startup Large Company Value using DCF (With adjusted rate of return) Value as ‘Options’ Value like DCF, (replaceCashflow with Growth rate) Use Comparables Uncertainty Risk DCF - Discounted Cash Flow Source - Aswath Damodaran
  • 28. About Price (aka Relative Valuation) “Can’t estimate or predict the outcome of the collective based on individual action, markets are emergent” - NN Taleb “Markets can remain irrational longer than you can remain solvent” - John Maynard Keynes
  • 29. Relative Valuation is arbitrage or pyramid scheme ? Idea/Startup Public Company 7-11 years P/M fit Angel Investors Venture Investors PE, Hedge Funds & Public market Traders Crypto Token ICO
  • 30. ICOs possibly best treated like angel investments
  • 31. Error in your mental model is my opportunity - Value investing Value is different from Price, Picking mispriced, Invest out of cycle
  • 32. Arriving at an intrinsic value still need lot of assumptions For a given supply & velocity of token, what is the GDP (measured in $) of the use case need to be supported F= ma
  • 33. MV = PQ F= ma M = size of the asset base, V = velocity of the asset , P = price of the digital resource being provisioned, Q = quantity of the digital resource being provisioned
  • 34. INET Valuation, Example from Chris Burniske https://docs.google.com/spreadsheets/d/1ng4vv3TUE0DoB12diyc8nRfZuAN13k3aR R30gmuKM2Y/edit#gid=1912132017 F= ma
  • 35. New Markets in early stage, must watch out for Speculation of Crowds , Bubbles, Ponzi Scheme & Scams, Cornering , Pumping & Dumping.

Editor's Notes

  1. Frog story of hot and cold water
  2. No putting the genie back. Most exciting technology after internet. Be an early adopter in your circle But do not ride the tide (Dotcom) MUST understand it in a way that you can explain it others.
  3. 2008 Crisis exposed the risk of modelling using normal function & standard deviation
  4. As risk increases, •the expected return rises, •the range of possible outcomes becomes wider, and •the worst outcome worsens and ultimately becomes negative.
  5. Valuation is an exercise in estimation of future value today It is part story of future & part data/numbers from past. Future in general is unknowable, sometime the past data modelled as probability can give a model to use for estimation. Uncertainty is when probability distribution is unknown, Risk is when there exists a probability distribution model
  6. Each person can do own estimation of future value today. Use value is subjective Exchange value (Price) is the arbitrage in different individuals estimation. Most of the times it is hard to understand & predict second order effects. It is always useful to look for a comparable.
  7. 15.5%India 8.5% US 22-26% IRR US
  8. Estimate Intrinsic value Look for Margin of Safety via in Mispriced assets Out of cycle investment
  9. Healthcheck for Networks Miners * Hash rates HHI Index Geo distribution, Factors that influence valuation - Governance, Supply Schedule, Use case, Basis of Value Whitepaper - Should tell the narrative of the future of use case ( keep in mind pivots are possible) Is there Need/edge for decentralization (Blockchain need ?) - That a token would be needed Money replacement for bitcoin working for remittance not others) For the use case GDP to work what of # tokens are needed. Growth/Adoption assumptions change price. Supply Schedule determine impact amount of token available for circulation. Total Value = Utility (Use Value) + Speculation Value (Exchange Value) Velocity of token exchange itself has implication for price
  10. GDP of a cryptonetwork is represented by the on-chain transaction volume of its cryptoasset. TAM & Market share Coins needed to support the GDP of the use case. Equation of Exchange is MV = PQ, and when applied to crypto is interpreted Cryptoasset valuation is largely comprised of solving for M, where M = PQ / V. M is the size of the monetary base necessary to support a cryptoeconomy of size PQ, at velocity V. Supply Schedule Velocity
  11. ( more deflation than inflation), Lessons from Zcash, Bitcoin & Steemit (premine & instamine) (Affirmation, Contagion, Repetition, Prestigious) This time is different argument