“Counterfactual reasoning, which deals with what-ifs, might strike some readers as unscientific. Indeed, empirical observation can never confirm or refute the answers to such questions.”*..

… still, we ask of our history, our reality “what if?”… The estimable Colin McGinn ponders why…

In a world with less gravity, the birds would be huge. In a world with more gravity, only insects would fly. In a world with more light and plant predators, plants would have consciousness and advanced intelligence. In a world with greater water resistance, whales would be small. In a colder world, there would be no cold-blooded animals. In a hotter world, all animals would be cold-blooded. In a wetter world, we would have gills. In a drier world, life would begin on the land, if it begins at all. In a world without tool-forming materials, we would still be walking on four legs. In a world with only predators, there would be no life. In a world without predators, life would be simple and boring. In a world without a sun, life would be primitive, unless there was another power source. In a world with available nuclear power, life would be much more abundant than now. In a world without consciousness, there would be no war. In a world without emotion, there would be no suicide. In a world with no psychology, there would be no madness. In a world without motion, there world be no progress and no death. In a world without causation, there would be only chaos. In a world without necessity, there would be only randomness. In a world without events, everything would be eternal. In a world without the infinite, there would be no finite. In a world without relations, there would be no facts. In a world without facts, there would be nothing. In a world without reality, there would be no unreality. In a world without nothingness, there would be no being.

Counterfactuals are inherently surprising, which is why we are fascinated by them. They tell us how different things could be under small changes. There are many kinds of counterfactual. We live in their shadow. They are always controversial, sometimes paradoxical. They give us a sense of intellectual freedom. They scare us. They are also funny. We wouldn’t know what to do without them. In a world without counterfactuals, there would be no thought worthy of the name…

On the utility– the necessity– of contemplating the unreal: “Counterfactuals.”

See also: “What is counterfactual thinking and why should you care about it?” (source of the image above)

Judea Pearl

###

As we analyze alternatives, we might recall that it was on this date in 1898 that chemist Morris Travers discovered Krypton– the element (Kr), not the counterfactual planet.

source

#chemistry #counterfactual #counterfactuals #culture #history #krypton #MorrisTravers #philosophy #Science #thinking #thought

New study uses causal inference to demonstrate that we would avoid 20 % methane emissions if one commodity was replaced.
I have just published a preprint article at https://doi.org/10.5281/zenodo.19019693

#decoupling #agriculture #beef #cattle #carbon #causality #causalInference #causation #confounding #counterFactuals #emissions #GHG #methane #offPolicy #policy #publicPolicy #vegan #climateChange #GreenhouseForcing #greenhouseEffect

New study uses causal analysis to demonstrate big reductions in carbon emissions if fewer bovines.
In ten years, methane emissions from all activities if bovine stop would be 80 % of methane emissions from all activities if no intervention.
Results and causation are presented at https://doi.org/10.5281/zenodo.19019693

#carbon #causality #causalInference #causation #confounding #counterFactuals #emissions #GHG #methane #offPolicy #policy #publicPolicy

07 - Beyond Confounders — Causal Inference for the Brave and True

Mediators, confounders, colliders – a crash course in causal inference

Although one would think that the basic concepts of statistics should be the same across all sciences, there is an amazing heterogeneity between fields in how statistics is taught and practiced. On…

theoretical ecology

#statstab #485 Bayesian ANCOVA and the ATE

Thoughts: Still grappling with the implications of using the causal inference approach to randomized experiments. But it's interesting.

#ATE #causalinference #ancova #ANOVA #rstats #estimand #counterfactuals

https://solomonkurz.netlify.app/blog/2025-07-20-within-person-factorial-experiments-log-normal-reaction-time-data/

Ai Google overview: ‘There is no record of a BBC News interview with Gene Simmons dated Friday, December 13, 2024,’ so I was hallucinating or Google is rigged so it’s big brother creating counterfactual realities? #Counterfactuals #Algorithms #AlgorithmsForLiars #DeathOfTheMedia #Saturday ! #FascistsEmpire

Molinism

This is named after the 16th century Spanish Jesuit theologian Luis de Molina. It’s the thesis that God has middle knowledge, or scientia Media: the knowledge of counterfactuals, particularly counterfactuals regarding human action. It looks to reconcile the apparent tension of Divine Providence & human free will.

Molinists, following Luis de Molina’s example, present God’s knowledge in a sequence of 3 logical moments. The 1st of God’s knowledge of necessary truths or natural Knowledge. The truths are independent of God’s will & are non-contingent. This knowledge includes the full range of logical possibilities.

The 2nd is God’s free Knowledge. This type of knowledge consists of contingent truths that are dependent on God’s will, or truths, that God brings about. Free Knowledge encompasses the future of what will happen.

In between God’s natural & free knowledge is His “middle knowledge” that contains the range of possible things that would happen given certain circumstances, by which God knows what His free creatures would do in any situation. These truths that don’t have to be true. But are true without God being the primary course of them.

Molinists use Matthew 11:23 to scripturally support their case. They claim that in this example, God knows what His free creatures would choose under hypothetical would choose under hypothetical circumstances. Namely that the Sodomites would’ve responded to Jesus’ miracles still have been in existence in Jesus’ day, given that hypothetical situation.

Matthew 11:23 has what’s commonly called a counterfactual of creaturely Freedom. However, counterfactuals are to be distinguished from foreknowledge. Middle knowledge is to be distinguished from God’s knowledge of counterfactuals.

Molinists say the logical ordering of events for creation would be as follows: 1) God’s natural knowledge of necessary truths. 2) God’s middle knowledge, including counterfactuals. Then the Creation of the World. 3) God’s free knowledge, the actual ontology of the world.

Ontology is a branch of metaphysics dealing with the nature of being. The placing of God’s middle knowledge between God’s knowledge of necessary truths & God’s creative decree is crucial.

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#16thCentury #Counterfactuals #CreaturelyFreedom #DivineProvidence #Foreknowledge #FreeKnowledge #FreeWill #Jesuit #Jesus #LuisDeMolina #Matthew1123 #MiddleKnowledge #Molinism #NaturalKnowledge #Ontology #ScientiaMedia #Sodom #Sodomites #Spanish

Counterfactuals (Stanford Encyclopedia of Philosophy)