A Bayesian would have two initial thoughts 1. Yields could kill the stock market relative to 2008--2025 2. Equities had major bull trends in the 1980s-1990s under the same conditions as present Anybody have thoughts on these two conditions What would be the next major bullet point for a Bayesian?

Visual proof of Bayes' Theorem using areas and shapes. P(A|B) = [P(B|A) × P(A)] / P(B) The overlapping regions illustrate how the conditional probability P(A given B) equals the joint probability divided by the marginal probability of B.

Why does intelligence, human or artificial, begin with measuring uncertainty? This chart packs probability’s core: event axioms, conditional probability, Bayes’ theorem, discrete and continuous distributions (Binomial, Normal, Poisson), expectation, joints, and the Law of Large Numbers. They let us learn from noisy data, quantify risk, and trust sample averages. From AI to finance and science, quantifying chance turns noise into insight.

Uncertainty is not the absence of order; it is a hidden architecture waiting to be mapped. From simple classical ratios to the profound reversals of Bayes theorem, probability transforms guesswork into a precise language of possibility. It bridges what we know with what we fear we cannot predict, revealing hidden patterns within chaos.

Optimal exercise dose for resistance training to improve HbA1c levels in overweight and obese patients with type 2 diabetes: a systematic review of randomized controlled trials and a Bayesian network meta-analysis "Resistance training effectively improvesHbA1c in overweight or obese patients with T2DM. A recommended 23-week program includes 3 sessions per week at 44% 1RM, 45min per session, featuring 10 exercises per set, 3 sets, and 18 repetitions per exercise, totaling up to 1500 reps weekly."

Earlier this weekend I had an X post showing a rising wedge pattern in Copper with waning velocity. Wedges tend to suggest short-to-intermediate trend corrections. Factor LLC, my trading company since 1981, approaches trading opportunities with a Bayesian philosophy. Consistent with this Bayesian mindset we often intentionally try to create binary technical interpretations of the same chart. Our entire approach to trading attempts toward agnosticism on bull/bear narratives. The same price history that contained the wedge also displays clearly a market blow-off of some magnitude based on parabolic principles. It is ALWAYS dangerous trying to pick tops of markets. As a firm trying to pick tops and bottoms is forbidden to traders.