The Practical Limitations of Formally Verified Code: When Mathematical Proofs Fail in Real Systems
By
todsacerdoti
An everything bagel for the brain. Substantive, layered, well-seasoned.
Summary
This article explores the practical limitations of formally verified code, explaining how even mathematically proven 'correct' code can fail in real-world applications. It discusses three key ways formal verification can go wrong: when the specification itself is incorrect, when the verification process has flaws, and when the verified code interacts with unverified components. The piece emphasizes that formal verification provides mathematical certainty about code meeting its specifications, but doesn't guarantee the specifications themselves are correct or that the system will work as intended in practice.
Key quotes
· 4 pulled"Correct" doesn't mean "correct" when correctly using "correct"
Formal verification provides mathematical certainty about code meeting its specifications, but doesn't guarantee the specifications themselves are correct
Even mathematically proven 'correct' code can fail in real-world applications
The verification process itself can contain flaws that undermine the proof
You might also wanna read
Using Lean 4's Type System to Enforce POSIX Socket State Machine Correctness
The article discusses using Lean 4's type system to encode the POSIX socket API state machine, eliminating runtime errors by enforcing corre
Practical TLA+ Modeling Principles: Minimalist Approaches and Specification Techniques
The article provides practical advice for using TLA+ (Temporal Logic of Actions) for formal specification and modeling. It emphasizes minima
A critique of misusing "backpressure" in AI code-generation system design
This article critiques Lucas Costa's piece on building systems for code-generating AI robots, arguing that Costa misuses the term "backpress
Three Years In: A Senior Engineer's Reflection on AI's Impact on the Software Development Role
A senior engineer reflects on the long-term sustainability of AI tools in software development, three years into deep organizational adoptio
Three Years In: A Senior Engineer's Reflection on AI's Impact on the Software Development Role
A senior engineer reflects on the long-term sustainability of AI tools in software development, three years into deep organizational adoptio
Bijou64: A variable-length integer encoding that's both correct and accidentally fast
This article describes the development of bijou64, a variable-length integer (varint) encoding created for the Subduction CRDT sync protocol
