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Capturing Alpha 
Presentation to Columbia Financial Investment Group 
Thomas Beevers, CoFounder and CEO of StockViews
About Me 
• Graduate of Cambridge University. 
• Corporate Finance at PwC from 1999-2004 
• Fund Manager of European Equities at 
Newton Investment Management in 
London 2004-2014. Grew Funds from 
$100m to $1bn by 2014. 
• Cofounder and CEO of StockViews since 
March 14
Finance in One Page 
Capital Owners 
Project 
Fund Manager 
Sell-Side Analyst 
Corporate Financiers 
Company
Efficient Market Hypothesis 
• Still a dominant idea in 
financial markets 
• Taught in business schools 
• A substantial part of the CFA 
syllabus
EMH Refuted…
Why Inefficiency Exists… 
“The reason that capital markets are, have always been, and will always be inefficient is not because of a 
shortage of timely information, the lack of analytical tools, or inadequate capital. The Internet will not 
make the market efficient, even though it makes far more information available, faster than ever before, 
right at everyone’s fingertips. Markets are inefficient because of human nature – innate, deep-rooted, 
permanent. People don’t consciously choose to invest with emotion – they simply can’t help it.” Seth 
Klarman 
Overconfidence 
Recency 
Bias 
Confirmation 
Bias 
Pattern 
Seeking 
Overreaction 
Bias 
Anchoring 
Asymetric 
Loss Aversion 
Herding 
Predisposition 
for Excitement
Institutionalized Behaviour… 
Institutions often reinforce behavioral bias. 
- Herding. Proximity to financial centers. 
- Confirmation Bias. A ‘House View’ can become embedded. 
Organization looks for confirming evidence of House View. 
- Asymmetric Loss Aversion. Career Risk
Characteristics of Top Investors 
- Engage in Thorough Analysis 
- Philosophy of How Inefficiencies are Created and How to 
Take Advantage 
- Emotional Discipline. Do not succumb to panic or euphoria. 
- Humility. Recognition that luck plays a large role 
- Independent Thinkers
The Problem with Contrarian Investing
Characteristics of Top Investors 
Look at market fluctuations as your friend rather than your enemy; 
profit from folly rather than participate in it. Warren Buffett 
Not only do investors go wrong, they go wrong in a systematic and 
predictable manner. So predictable, in fact, that consistent 
investment strategies can be built on their mistakes. 
Successful investors tend to be unemotional, allowing the greed and 
fear of others to play into their hands. Seth Klarman 
If you want to have better performance than the crowd, you must do 
things differently from the crowd. John Templeton
Characteristics of Top Investors 
Our greatest power is that we know that we don't know 
and we are open to being wrong and learning Ray Dalio 
Once we realize that imperfect understanding is the human 
condition there is no shame in being wrong, only in failing to 
correct our mistakes. 
Our goal is not to outperform all the time - 
that's not possible. We want to outperform 
over time
Capturing Alpha 
Consider these two assumptions: 
1. Markets Are Inefficient 
2. Investors with the Right Framework can Consistently 
Outperform 
If we accept the above, then the next logical question is: 
Can we isolate the alpha generators from the crowd?
Crowdsourcing Alpha 
Market Price (Inefficient) 
Extract Signal (Less Inefficient) 
All Market Participants 
Alpha Generators
Sell Side Research 
Dissatisfaction with Sell Side 
1. Conflicts of Interest 
2. Too Close to Company 
3. Waterfront Coverage 
4. Think Like the Consensus
StockViews Model 
Proof of Alpha 
Generation 
High Quality 
Research
StockViews Interface
Tools for Investment Clubs 
Pending Development
StockViews Mentorship Program 
10 Students Selected who show strong analytical capabilities 
and independent thinking 
Selected Students will receive one-on-one mentoring to 
improve their analytical skills 
To work together on 3 articles over a period of 6 months 
Apply by sending 2 recent articles to tom@stockviews.com

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Capturing Alpha - An New Approach to Crowdsourcing Investment Wisdom

  • 1. Capturing Alpha Presentation to Columbia Financial Investment Group Thomas Beevers, CoFounder and CEO of StockViews
  • 2. About Me • Graduate of Cambridge University. • Corporate Finance at PwC from 1999-2004 • Fund Manager of European Equities at Newton Investment Management in London 2004-2014. Grew Funds from $100m to $1bn by 2014. • Cofounder and CEO of StockViews since March 14
  • 3. Finance in One Page Capital Owners Project Fund Manager Sell-Side Analyst Corporate Financiers Company
  • 4. Efficient Market Hypothesis • Still a dominant idea in financial markets • Taught in business schools • A substantial part of the CFA syllabus
  • 6. Why Inefficiency Exists… “The reason that capital markets are, have always been, and will always be inefficient is not because of a shortage of timely information, the lack of analytical tools, or inadequate capital. The Internet will not make the market efficient, even though it makes far more information available, faster than ever before, right at everyone’s fingertips. Markets are inefficient because of human nature – innate, deep-rooted, permanent. People don’t consciously choose to invest with emotion – they simply can’t help it.” Seth Klarman Overconfidence Recency Bias Confirmation Bias Pattern Seeking Overreaction Bias Anchoring Asymetric Loss Aversion Herding Predisposition for Excitement
  • 7. Institutionalized Behaviour… Institutions often reinforce behavioral bias. - Herding. Proximity to financial centers. - Confirmation Bias. A ‘House View’ can become embedded. Organization looks for confirming evidence of House View. - Asymmetric Loss Aversion. Career Risk
  • 8. Characteristics of Top Investors - Engage in Thorough Analysis - Philosophy of How Inefficiencies are Created and How to Take Advantage - Emotional Discipline. Do not succumb to panic or euphoria. - Humility. Recognition that luck plays a large role - Independent Thinkers
  • 9. The Problem with Contrarian Investing
  • 10. Characteristics of Top Investors Look at market fluctuations as your friend rather than your enemy; profit from folly rather than participate in it. Warren Buffett Not only do investors go wrong, they go wrong in a systematic and predictable manner. So predictable, in fact, that consistent investment strategies can be built on their mistakes. Successful investors tend to be unemotional, allowing the greed and fear of others to play into their hands. Seth Klarman If you want to have better performance than the crowd, you must do things differently from the crowd. John Templeton
  • 11. Characteristics of Top Investors Our greatest power is that we know that we don't know and we are open to being wrong and learning Ray Dalio Once we realize that imperfect understanding is the human condition there is no shame in being wrong, only in failing to correct our mistakes. Our goal is not to outperform all the time - that's not possible. We want to outperform over time
  • 12. Capturing Alpha Consider these two assumptions: 1. Markets Are Inefficient 2. Investors with the Right Framework can Consistently Outperform If we accept the above, then the next logical question is: Can we isolate the alpha generators from the crowd?
  • 13. Crowdsourcing Alpha Market Price (Inefficient) Extract Signal (Less Inefficient) All Market Participants Alpha Generators
  • 14. Sell Side Research Dissatisfaction with Sell Side 1. Conflicts of Interest 2. Too Close to Company 3. Waterfront Coverage 4. Think Like the Consensus
  • 15. StockViews Model Proof of Alpha Generation High Quality Research
  • 17. Tools for Investment Clubs Pending Development
  • 18. StockViews Mentorship Program 10 Students Selected who show strong analytical capabilities and independent thinking Selected Students will receive one-on-one mentoring to improve their analytical skills To work together on 3 articles over a period of 6 months Apply by sending 2 recent articles to tom@stockviews.com