Computational Statistics: The L in ML. Three main types. Trial and error science vs theorems-driven. Data science as an evolution of Biostatistics, Econometrics, etc.|Traditional Statistics. Basic assumptions, distributions, OLS, dummies...|Recent AI hype's myopia: AI = LLM. However, LLM = RL + Neural Nets + UX upon massive data.|L is y=f(x) + u; M is if-thens. M1 vs M2|Why now CEOs accept external help on digitalization technology? Because they failed trying themselves with consultants|AI, Quantum and Blockchain, overall|Augmented Machines|AI OPS is everything|Key skills: writing, maths, microeconomics to play the game and do not get frustrated and creativity to go the extra mile|GenZ and GenX the ones most at risk: attitude and age in the AI era|Write fast, read slow|Basic finance of your career: Optimize for VaR vs for Expectation vs for Dreaming|If you are sure it's you who is going to be promoted, it could eventually be you. Else, unlikely. This is not always about Labour's Value of the Marginal Product|Distinguish influentials from influencers — quite the trap|FOMO is the consequence of marketing. Filter out the toxicity from the information you get.|Computational Statistics: The L in ML. Three main types. Trial and error science vs theorems-driven. Data science as an evolution of Biostatistics, Econometrics, etc.|Traditional Statistics. Basic assumptions, distributions, OLS, dummies...|Recent AI hype's myopia: AI = LLM. However, LLM = RL + Neural Nets + UX upon massive data.|L is y=f(x) + u; M is if-thens. M1 vs M2|Why now CEOs accept external help on digitalization technology? Because they failed trying themselves with consultants|AI, Quantum and Blockchain, overall|Augmented Machines|AI OPS is everything|Key skills: writing, maths, microeconomics to play the game and do not get frustrated and creativity to go the extra mile|GenZ and GenX the ones most at risk: attitude and age in the AI era|Write fast, read slow|Basic finance of your career: Optimize for VaR vs for Expectation vs for Dreaming|If you are sure it's you who is going to be promoted, it could eventually be you. Else, unlikely. This is not always about Labour's Value of the Marginal Product|Distinguish influentials from influencers — quite the trap|FOMO is the consequence of marketing. Filter out the toxicity from the information you get.|