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Home Developer AI & Open-Source Ecosystem

Assumptions weaken properties • Buttondown

Future News 24 by Future News 24
June 10, 2026
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Assumptions weaken properties • Buttondown
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In some checks are stronger than others, I outlined STRONG => WEAK to imply “any system passing check STRONG can also be assured to go WEAK”. This makes use of the logical implication operator, outlined as P => Q = !P || (P && Q).

Implication often is the most overworked operator in logic. Amongst different issues, it is also utilized in formal specification, the place Spec => Prop means “any system satisfying Spec has property Prop” and ASSUME => Spec means “The belief ASSUME should maintain to ensure that the system to fulfill Spec.”

Now let’s mush these all collectively and do some math. To start out, “the system has property Prop” is similar as “the system passes the check that checks Prop”, so check energy can also be property energy. Now let “ASSUME => Prop” imply “the system passes Prop assuming ASSUME is true.” In traditional logic, if P is true, then clearly !Q || P is true. Additional, that’s equal (simply draw the reality desk!) to !Q || (P && Q). So for any propositions P and Q, P => (Q => P).

In different phrases, Prop => (ASSUME => Prop). In different different phrases, “the system passes Prop” is a stronger property than “the system passes Prop every time our assumptions maintain.”

In different different different phrases, any assumption added makes a property weaker.

This makes intuitive sense to me. A JSON parser that is solely been verified with ASCII strings has the property “enter solely makes use of ASCII && is legitimate json => appropriately parsed”. A greater JSON parser that works for all Unicode can have the property “is legitimate json => appropriately parsed”, which has fewer assumptions, which means it is assured to work in a strict superset of instances.

It additionally matches the instinct that “extra assumptions means extra prone to go unsuitable”. We have now a bug every time Prop is fake. The one manner for Spec => Prop to be true and Prop be false is that if Spec is fake, eg our system would not fulfill the specification we meant to implement. However, Spec => (ASSUME => Prop) && !Prop is true every time Spec and/or ASSUME is fake, which means a correctly-implemented system may nonetheless present a bug if a runtime assumption is fake.

…Trying again the final two paragraphs have plenty of conceptual leaps. Does that every one make sense to you? All of it feels pure to me however which may simply be my familiarity with the subject speaking.

Regardless, a pair extra notes on assumptions:

Why we’ve got assumptions

Why not simply construct our programs to fulfill ASSUME => Prop after we can “simply” construct it to fulfill Prop? Not less than three causes.

First, typically Prop is solely not possible to fulfill and we have to add assumptions to make this property. We do that rather a lot in formal strategies with equity. The property “mergesort at all times returns a sorted record” is unsatisfiable as a result of we will dropkick the pc earlier than it returns. As an alternative, we’ve got to confirm a weaker property like “mergesort at all times returns => it returns a sorted record” or “mergesort at all times makes progress => it can ultimately return a sorted record.”

One other instance is Rust. Rust doesn’t assure the property “this system is reminiscence protected”. It ensures the weaker property “all unsafe blocks are reminiscence protected => this system is reminiscence protected”. Making the language fulfill the stronger property would rule out too many use instances of Rust. Observe you additionally get reminiscence security if you happen to do not use unsafe, however that also satisfies the idea, as all zero blocks are protected!

Second, typically the sturdy property is satisfiable, however it’s merely not value the additional price. Prefer it’s doable to make our software program resistant towards cosmic rays, but when your code is not working in house, why trouble? Simply say “No cosmic bit flips => issues work”. Or in case your plugin works Neovim 0.12 however not 0.11, you might put within the effort to make it run on older variations, or you might inform all people that they should improve to make use of your plugin. “Neovim model is not less than 0.12 => the plugin works”.

Third, typically the sturdy property is satisfiable within the system however not simply verifiable. Say your algorithm makes plenty of API calls and you do not need to hit price limits whereas testing. If you happen to mock out the API you are testing the weaker property “The mock is correct to the API => the algorithm is appropriate”.

Assumptions are a second degree of system impact

I discover that just about the entire examples within the final two sections are exoprogram components:

The JSON parser assumptions are about person enter
Equity assumptions are in regards to the OS/{hardware}/working atmosphere
Unsafe assumptions are about issues the Rust compiler cannot confirm
Cosmic ray assumptions rely upon the bodily location of the {hardware}
The plugin assumptions are in regards to the Neovim staff’s launch schedule and social compatibility contract

The sting case is changing a 3rd occasion name with a mock. The belief is intraprogram as a result of this system may simply hit the API throughout testing. We nonetheless have the idea due to an exoprogram constraint. Possibly this is the reason mocks are thought-about an antipattern in Agile.

One consequence of that is that checking whether or not assumptions maintain is a special drawback from verifying that your code works given the assumptions. Like to verify “all unsafe blocks are protected” cannot use the rust compiler, you want a second software like Miri. I’m wondering if checking assumptions is, in observe, typically tougher than checking every thing else.



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