This is the first decent post I’ve read on the subject on this forum. Thank you, it gives me hope that EA has not completely lost the plot when it comes to the intersection between animal advocacy and diet.
I would add that for those of us that eat a Mediterranean diet, Veganism presents a significant trade-off in terms of diet quality.
For those of us in Southern Europe, it also has a trade-off on environmental impact due to the nature of agro-silvo-pastoralism here (although that is outside of the scope of a mere forum comment).
Good question. The core difference is this:
Forecasting is about assigning probabilities to future events.
Falsification is about testing whether an idea can survive clearly defined attempts to prove it false.
Forecasting asks, how likely is this to happen?
Falsification asks, what would prove this wrong, and has that happened?
This matters because not every meaningful idea resolves cleanly into a forecastable event.
For example, “UBI reduces crime” or “MoND is a better fit than dark matter at low accelerations” are not yes-or-no outcomes with clean resolution dates. They are explanatory claims that require careful, falsifiable framing and rigorous testing—not just a probability score.
Scientists, institutions, startups, or EA orgs could publish hypotheses with explicit bounties for refutation. For example:
“We offer $500 to anyone who can provide a reproducible counterexample to this published claim under defined criteria.”
This flips the incentive structure. Instead of just publishing or forecasting, you’re paying to be proven wrong, and rewarding others for helping you find errors early.
For startups, this means posting falsifiable assumptions about product-market fit, growth loops, or user retention, and inviting outsiders to challenge them.
For EA orgs, it means exposing theories of change to public scrutiny, backed by incentives for constructive falsification.
It turns falsification into a public good, not just a peer review ritual. And it introduces a new tool for intellectual quality control: pay to test your beliefs.
Forecasting tells you what might happen.
Falsification tells you whether your thinking can survive contact with reality.
Both are valuable, but they answer different questions, and serve different parts of the truth-seeking stack.