The things I’ve seen #2

Enjoy things I’ve seen, read and listened to last week…

Is america “normal” again?

Link to lyrics

Full transcript

Education is so important. A lot more than politics… unfortunately in Portugal we are losing this battle… we should focus on deploying a real strategy and less on politics or marketing big plans that are just promises that never see the day of light…

tech at the service of education – a recent McKinsey research

The Edtech opportunity- an article by dealroom

More thoughts about tech trends for 2021… always a good read!

3 tech trends that COVID-19 will accelerate in 2021

Philosophical teaser that I enjoyed


and tools that I had a look at…


One last (insanely weird) thing… market games that might end really bad sooner or later…

GameStop playing around with its shares

Mental Models

“To the man with a hammer, everything looks like a nail.”

The Best Way to Make Intelligent Decisions

Charlie Munger summed up the approach to practical wisdom through understanding mental models by saying:

“Well, the first rule is that you can’t really know anything if you just remember isolated facts and try and bang ’em back. If the facts don’t hang together on a latticework of theory, you don’t have them in a usable form. You’ve got to have models in your head. And you’ve got to array your experience both vicarious and direct on this latticework of models. You may have noticed students who just try to remember and pound back what is remembered. Well, they fail in school and in life. You’ve got to hang experience on a latticework of models in your head.”


if you know all the concepts and principles listed below (only 109…), you will know how to interpret most of things that will happen to you during your life…

General Thinking Concepts

1. The Map is not the Territory

2. Circle of Competence

3. First Principles Thinking

4. Thought Experiment

5. Second-Order Thinking

6. Probabilistic Thinking

7. Inversion

8. Occam’s Razor

9. Hanlon’s Razor


1. Permutations and Combinations

2. Algebraic Equivalence

3. Randomness

4. Stochastic Processes (Poisson, Markov, Random Walk)

5. Compounding

6. Multiplying by Zero

7. Churn

8. Law of Large Numbers

9. Bell Curve/Normal Distribution

10. Power Laws

11. Regression to the Mean

12. Order of Magnitude


1. Scale

2. Law of Diminishing Returns

3. Pareto Principle

4. Feedback Loops (and Homeostasis)

5. Chaos Dynamics (Butterfly Effect)/ (Sensitivity to Initial Conditions)

6. Preferential Attachment (Cumulative Advantage)

7. Emergence

8. Irreducibility 

9. Tragedy of the Commons

10. Gresham’s Law

11. Algorithms

12. Fragility – Robustness – Antifragility

13. Backup Systems/Redundancy

14. Margin of Safety

15. Criticality

16. Network Effects

17. Via Negativa – Omission/Removal/Avoidance of Harm

18. The Lindy Effect

19. Renormalization Group

20. Spring-loading

21. Complex Adaptive Systems

Physical World

1. Laws of Thermodynamics

2. Reciprocity

3. Velocity

4. Relativity

5. Activation Energy

6. Catalysts

7. Leverage

8. Inertia

9. Alloying

10. Viscosity

The Biological World

1. Incentives

2. Cooperation (Including Symbiosis and Prisoner’s Dilemma)

3. Tendency to Minimize Energy Output (Mental & Physical)

4. Adaptation

5. Evolution by Natural Selection

6. The Red Queen Effect (Co-evolutionary Arms Race)

7. Replication

8. Hierarchical and Other Organizing Instincts

9. Self-Preservation Instincts

10. Simple Physiological Reward-Seeking

11. Exaptation

12. Ecosystems

13. Niches

14. Dunbar’s Number

Human Nature & Judgment

1. Trust

2. Bias from Incentives

3. Pavlovian Association

4. Tendency to Feel Envy & Jealousy

5. Tendency to Distort Due to Liking/Loving or Disliking/Hating

6. Denial 

7. Availability Heuristic

8. Representativeness Heuristic

a. Failure to Account for Base Rates

b. Tendency to Stereotype 

c. Failure to See False Conjunctions

9. Social Proof (Safety in Numbers)

10. Narrative Instinct

11. Curiosity Instinct

12. Language Instinct

13. First-Conclusion Bias

14. Tendency to Overgeneralize from Small Samples

15. Relative Satisfaction/Misery Tendencies

16. Commitment & Consistency Bias

17. Hindsight Bias

18. Sensitivity to Fairness

19. Tendency to Overestimate Consistency of Behavior (Fundamental Attribution Error)

20. Influence of Stress (Including Breaking Points)

21. Survivorship Bias

22. Tendency to Want to Do Something (Fight/Flight, Intervention, Demonstration of Value, etc.)

23. Falsification / Confirmation Bias

Microeconomics & Strategy

1. Opportunity Costs

2. Creative Destruction

3. Comparative Advantage

4. Specialization (Pin Factory)

5. Seizing the Middle

6. Trademarks, Patents, and Copyrights

7. Double-Entry Bookkeeping

8. Utility (Marginal, Diminishing, Increasing)

9. Bottlenecks

10. Bribery

11. Arbitrage

12. Supply and Demand

13. Scarcity

14. Mr. Market

Military & War

1. Seeing the Front

2. Asymmetric Warfare

3. Two-Front War

4. Counterinsurgency

5. Mutually Assured Destruction