How statement and proof provenance work
The first chip identifies the source of the statement or construction; the second identifies the source of its local proof or verification.
- Literature-sourced: the exact statement appears in a cited source; only wording and notation differ.
- AI-adapted: a semantically identical restatement of literature-sourced material, modulo indexing, notation, and boundary cases adopted by the library.
- AI-generated: a genuinely novel statement formulated by AI, with no source for the claim itself.
These labels describe origin, not correctness: citations and verification chips remain separate evidence.
Exact finite-register arithmetic coding for rational block sources
Definition
Configuration and frame model. The shared model consists of positive integers , their total , the rational source , and a maximum frame length . Fix a frame length with . At configuration time compute by successive multiplications, then initialize and and repeat , while . The resulting is the least integer with ; it is fixed for every frame using this configuration. Every frame is exactly one -symbol block; the decoder knows . A complete stream contains a specified finite number of such frames, supplied by an outer frame count. The arithmetic coder adds no end marker.
Register size. With fixed by the configuration above, Endpoint, width, frequency, and cumulative-frequency registers have bits; the output index has at most bits. One -bit temporary register stores intermediate products, numerators, denominators, and sums. The symbol-position counter uses bits and the range/output-length counter uses bits. All arithmetic is exact integer addition, multiplication, comparison, and floor division; no floating-point rounding or register growth during a frame is allowed.
Encoder. Put and . For an input block , initialize and . For , set and update After the updates, search the finite list and retain the largest satisfying . Set and Emit the -bit binary representation of , padded on the left with zeros; its dyadic cell is from Ideal-real arithmetic interval coding for a fixed block.
Decoder. For fixed , generate the finite codebook by applying the encoder to every block in and build its binary trie. For one frame, read payload bits along this trie until a leaf is reached and return its block; reject an invalid path or a path not reaching a leaf within bits. For a stream, repeat this operation exactly times and then stop. The next theorem proves that the generated codebook is prefix-free and that every encoded frame reaches exactly one leaf.
The configured register widths are finite for each fixed rational model and cap . They grow when a new configuration with a larger or is installed; no constant-word-width streaming guarantee is claimed.
Depends on
Used by
Dependency tree · two levels
9 results within two dependency steps of this one, each drawn at its shortest distance from it. An arrow runs from a result to what uses it, so the chart reads left to right and ends at this result, which carries a heavier outline. Every node is a link to that result. Click elsewhere on the chart to enlarge it.
Sources
- Scott D. Roweis, CSC310 Lecture 8x: Arithmetic Coding Without Blocks, version 1.1 (standard reference, not scraped)