AILang/design/contracts/float-semantics.md

Float semantics

Float semantics

Float is IEEE-754 binary64 (LLVM double). One float type ships; no f32 variant. The runtime / codegen contract:

Guaranteed:

• Every individual builtin (+/-/*///neg/</==/...) lowers to a single LLVM IR instruction on the Float arm: fadd/fsub/fmul/fdiv double, fneg double, fcmp olt/ole/ogt/oge double, fcmp oeq double, fcmp une double (for !=). On a fixed (target triple, LLVM version) pair, the bit pattern of the result of any single op is reproducible.
• NaN and ±Inf propagate per IEEE 754 — no silent collapse to zero, no trap. Arithmetic on a NaN operand produces NaN; division by zero produces ±Inf; 0.0 / 0.0 produces NaN.
• -0.0 and +0.0 are distinct bit patterns at the canonical-JSON hash level ({"bits":"0000000000000000",...} vs {"bits":"8000000000000000",...} — distinct def_hashs) but compare equal via == per IEEE (fcmp oeq double returns true for +0 == -0). This asymmetry is the correct IEEE behaviour; it does mean def_hash-equality is finer than ==-equality on Float.
• == returns false whenever either operand is NaN (fcmp oeq is the ordered-equal predicate; ordered = both operands non-NaN).
• != returns true whenever either operand is NaN (fcmp une is the unordered-or-not-equal predicate). This matches Rust f64::ne and IEEE-!= exactly.
• is_nan (fcmp uno double %x, %x) returns true iff x is NaN. Bit-pattern-based NaN detection without dependence on the payload bits.
• int_to_float (sitofp) is exact for |n| < 2^53, round-to-nearest-even otherwise.
• float_to_int_truncate (@llvm.fptosi.sat.i64.f64) is total: NaN → 0, +Inf → i64::MAX, -Inf → i64::MIN, finite-out-of-range saturates, finite-in-range truncates toward zero. Matches Rust as i64 semantics (since 1.45).

Unspecified:

• FMA contraction. LLVM may fold fadd (fmul a b) c into fma a b c. Bit results may differ between an op-emitted-in- isolation pattern and an op-folded-into-FMA pattern.
• Reassociation. The compiler may reorder a chain like (a + b) + c into a + (b + c), producing a bit-different result on numerically sensitive inputs.
• Subnormal flushing modes. If the target enables FTZ (flush-to- zero) or DAZ (denormals-are-zero), subnormal results round to zero; AILang does not enable these flags but does not forbid the target from doing so.
• The exact NaN bit pattern produced by an op. Any quiet NaN bit pattern is conformant; 0.0 / 0.0 may produce 0x7ff8000000000000 on one target and a different qNaN on another.
• The textual rendering of NaN through float_to_str (the runtime C helper that backs instance Show Float and every Float-typed print call). The libc printf("%g", nan) glue used by float_to_str is permitted to emit nan / -nan / NaN etc. depending on libc version and the NaN's sign bit; AILang does not normalise this, since the prose / surface-print paths render NaN as the explicit "NaN" spelling and Float rendering is for human-readable output, not round-trip.

The same libc-%g rendering applies to show 1.5 / show nan / show inf via instance Show Float (which calls float_to_str internally — see Prelude (built-in) classes for the Show ship). The NaN-spelling caveat above is observable via do print x for Float-typed x; the rendering is libc-version-dependent and target-libc-specific. AILang does NOT canonicalise Float textual representation; the LLM-author who needs deterministic Float rendering for cross-platform test fixtures should bypass show / print and emit a custom formatter.

These are the Rust / Swift / standard-LLVM defaults — not research-grade reproducibility guarantees. The stronger guarantee (e.g. Pythonic float.fromhex-level bit reproducibility across ops) would require -ffp-contract=off plus per-op intrinsic selection — out of scope for the milestone; revisit only if a real use case appears.

Form-A serialisation: Float literals carry the IEEE-754 bit pattern as a 16-character lowercase hex string in the canonical JSON: {"kind":"float","bits":"<16-hex>"} (see Data model for the literal schema). Routing through the JSON string path (not serde_json::Number) preserves bit stability across serde_json versions and lets NaN / ±Inf round-trip through Form-A — JSON numbers cannot represent them. This bits-hex encoding is what keeps Floats inside the Roundtrip Invariant.

Pattern matching: Pattern::Lit on Literal::Float (see Data model for the pattern schema) is hard- rejected at typecheck (CheckError::FloatPatternNotAllowed). IEEE semantics make Float patterns semantically dubious — NaN never matches via IEEE-==, and bit-exact equality is rarely what an LLM-author wants. Use ordering operators (<, >, ...) and is_nan to discriminate Floats.

float_to_str (Float → Str) and int_to_str (Int → Str) are fully wired through checker, codegen, and runtime. Both allocate a fresh heap-Str slab at the call site (see Str ABI for the dual realisation) and carry ret_mode: Own so the let-binder for the call result is RC-tracked and the slab is freed at scope close.

Ratified by: crates/ail/tests/eq_float_noinstance.rs.