open-standards/wai/README.md
Transaction Science 11ca2d0cf2 wai: README — enumerate the integer-exact codec family + wai.world.model
The 'conformance is a hash' work (int_hyper image, video.int_hyper half-pel,
audio.int_codec, splat.int_codec) and the action-conditioned wai.world.model
were registered + tested in code but absent from the README capability tables.
Sync the docs to the registered capability set; no vanity metrics.

Co-Authored-By: Claude Opus 4.8 <[email protected]>
2026-07-01 18:05:24 -04:00

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WAI — Web AI Media Transport & Execution

A container + capability-dispatch standard for media. WAI does not re-implement codecs; it dispatches to SOTA standard libraries (AVIF, JPEG-XL, PNG, JPEG, Opus, FLAC, AV1, zstd, XZ) and adds an envelope that lets the neural-shared-prior path coexist with the model-free floor.

Two paths open every conforming file:

  • Neural condition — the sink regenerates the media against a shared ambient prior (a model). The model is a requirement of existence, never shipped (an .mp3 doesn't ship its decoder either).
  • Zeroth condition — a menu of registered SOTA codecs. Always satisfiable on any device that ships ffmpeg or equivalent.

The capability a file requires is named, not supplied.

What's here

Path Contents
SPEC.md WAI v1.0 spec — envelope, manifest, capability menu
wai-rs/ Rust reference implementation (lib + cdylib + staticlib + C FFI)
glossary/ Reference catalog of media codecs surveyed for capability registration. codecs.json is the canonical 342-entry dataset; SCHEMA.md defines the shape and contribution rules. Rendered at wai.transaction.science/glossary.
corpus/ Standard test material (Kodak/CLIC/Tecnick/SIPI images, Xiph Derf + UVG video, SQAM-class audio, enwik8 + Silesia text). Not committed; CORPUS.md documents reacquisition.

Quickstart

cd wai-rs
cargo test --lib    # every registered capability + envelope round-trip
cargo build --release --bin wai
cargo build --release --lib    # produces libwai.dylib/.so/.dll + libwai.a

On macOS, libflac lives under the Homebrew "flac" formula prefix that Cargo doesn't probe automatically. The committed .cargo/config.toml adds the path; if you build outside the repo set RUSTFLAGS="-L /opt/homebrew/opt/flac/lib".

SDK consumption

wai-rs exposes a stable C ABI in src/ffi.rs — the cdylib drops in as libwai.dylib/.so/.dll. Bindings for any language (Python ctypes, Node N-API, Swift, JNI, Go cgo, etc.) call into:

  • wai_image_{png,jpeg,avif,jxl}_{encode,decode}
  • wai_audio_{opus,flac}_{encode,decode}
  • wai_text_{zstd,xz}_{encode,decode}
  • wai_envelope_{pack,unpack} — wrap/unwrap the WAI container
  • wai_buffer_free, wai_last_error — memory + error handling

Registered capabilities (the zeroth menu)

Capability Codec Lossless? Mandatory?
wai.image.png PNG yes mandatory floor
wai.image.jxl JPEG-XL both recommended
wai.image.avif AVIF (AV1-based) lossy recommended
wai.image.jpeg JPEG lossy recommended (legacy compat)
wai.audio.flac FLAC yes mandatory floor
wai.audio.opus Opus lossy recommended
wai.video.av1 AV1 lossy recommended
wai.video.av1.lossless AV1 (quantizer=0) YUV-lossless recommended
wai.text.zstd zstd yes mandatory floor
wai.text.xz XZ/LZMA2 yes recommended

Neural capabilities (wai.neural.*) are OPTIONAL and sink-advertised. Most run float inference, so their decode is exact only on the build that produced it. A distinguished subset is integer-exact by construction — an all-i64 decode with no float and no ONNX — so the reconstructed artifact is byte-identical on every machine and its hash is portable. Conformance is a hash: a deployer can require intent=replicate to dispatch only to these.

Capability Integer-exact decode of Conformance
wai.neural.int_hyper image — integer hyperprior σ source + integer entropy + integer synthesis byte-exact (hash-portable)
wai.neural.int_synth image — integer synthesis only byte-exact (hash-portable)
wai.video.int_hyper video — int_hyper I-frame + integer half-pel motion-compensated P-frames byte-exact (hash-portable)
wai.audio.int_codec audio — learned 1-D transform, integer synthesis → int16 PCM byte-exact (hash-portable)
wai.splat.int_codec 3D — learned Gaussian-splat-attribute transform, integer synthesis byte-exact (hash-portable)

Interactive & temporal content (extensions)

Beyond the codec menu, WAI carries content that consumes input or moves over time — reconstructed from instructions at the sink, over one wai.det.fixed64 fixed-point floor, each with its own deterministic *-equivalence conformance criterion:

Capability What it carries Conformance
wai.world.{scene,replay,live} interactive worlds (signed op log) replay-equivalence
wai.world.model action-conditioned world model (signed action ops → next frame, integer transition + synthesis) replay-equivalence
wai.mesh.glb / wai.splat.spz 3D mesh / Gaussian-splat assets content-addressed
wai.audio.scene object-based spatial audio mixdown-equivalence
wai.audio.score music as note events (synthesized at the sink) mixdown-equivalence
wai.haptic.signal keyframed touch envelopes sample-equivalence
wai.feed.state scoreboards / telemetry / market feeds replay-equivalence
wai.avatar.pose digital humans (skeletal pose stream) pose-equivalence
wai.splat.4d volumetric / 4D temporal Gaussian splats frame-state-equivalence
wai.film.linear animation / CGI film (sealed world + camera track) film-equivalence
wai.film.reel a film with cuts (one world, a sequence of shots) reel-equivalence

And the verify half — a signed, energy-accounted lineage for opaque captured content WAI does not reconstruct (wai.asset.provenance). See SPEC.md §5 and extensions/ for each.

License

Apache-2.0 — see LICENSE.