Published August 7, 2026 | Version 0.2
Other Open

Boundaries of Machine Interpretation

Authors/Creators

  • 1. Independent researcher

Description

Boundaries of Machine Interpretation is a bilingual, versioned authorial statement set by Ivan Kotov. Version 0.2 consolidates six connected formulations: the future as a process; doubt versus numerical uncertainty; forgetting versus data loss; empathy versus optimization; subjective experience versus telemetry; and soul as open-ended self-reflection.

The central boundary is methodological: a measurable technical proxy must not be silently promoted into a human, relational, or phenomenal status. A probability distribution does not by itself establish doubt; deletion or retrieval failure is not identical to forgetting; optimization does not constitute empathy or authorize intervention; and successful capture, transmission, or parsing of telemetry proves neither the presence nor the absence of subjective experience.

In engineering terms, a confidence score, a deleted database row, a controller action, and a parsed sensor stream remain technical events until separate evidence and authority justify a stronger interpretation.

The deposit preserves authoritative statement files, publication translations, canonical precedence, provenance and supersession records, a human-readable PDF, machine-readable JSON and JSON-LD, manifests, and SHA-256 checksums. The designated AUTHORIAL_* and CANONICAL_* files control wording according to CANONICAL_PRECEDENCE; translations and explanatory layers support discovery but do not override those authorities.

This work does not claim scientific proof of consciousness, soul, empathy, doubt, or forgetting; does not attribute or deny these states to any particular human, animal, or digital system; and does not treat telemetry, model confidence, storage state, or optimization success as an ontological test.

Files

KOTOV_BOUNDARIES_OF_MACHINE_INTERPRETATION_v0_2_READER.pdf

Files (378.9 kB)

Name Size Download all
md5:b986ab7c8fc617db8392c3716e36a496
45 Bytes Preview Download
md5:928a256412dd2f8e0fdaabbd4eb060a2
306 Bytes Preview Download
md5:ccab2270eb6839c4674b1461687f1140
15.8 kB Preview Download
md5:89202673bf0031dae037a1dd26d82ed3
613 Bytes Preview Download
md5:33dae53b245ad6fc1401191912a6dd60
684 Bytes Preview Download
md5:87b8a1e6a718d598188877e0d67f7cc8
785 Bytes Preview Download
md5:db86a487f9ad8c9ba30ef6f873d84722
711 Bytes Preview Download
md5:e15299898452e41ffbd281cd20afefae
2.4 kB Preview Download
md5:e24a91ee15dbe9cd67441eca1bdbfc1a
1.3 kB Download
md5:02f5ffc442f68304e78f8efab814c47b
464 Bytes Preview Download
md5:e7f216485b5b95603d62bfdecb349c4d
163.1 kB Preview Download
md5:8d0d9af7e8035b01295ec2412532753d
118 Bytes Preview Download
md5:2d9a3eb4440c13f959674ae3bd8c2c47
140.1 kB Preview Download
md5:2505affd2564c731d072e20b105019ee
125 Bytes Preview Download
md5:8104c69b70654fa1a8906c153c4b7a32
1.6 kB Preview Download
md5:2bc5318c830eae4c2aa90f334f3624d3
1.0 kB Preview Download
md5:f2735292a323b9c4b4e5718792a48087
7.6 kB Preview Download
md5:7b83387a87639f61533d86c93f2a9877
3.0 kB Preview Download
md5:55193a962bd474a65ec5c8e6e1cea1fa
70 Bytes Preview Download
md5:d283c29747e60b684c52f82f38f7c616
331 Bytes Preview Download
md5:a10f055458b409d81ea4d78d1a95f442
395 Bytes Preview Download
md5:d161e749a0d4af2b6c44ee4ea6b4ba4c
410 Bytes Preview Download
md5:9f74471dcffd0103322e9af1630b9c56
420 Bytes Preview Download
md5:fd5ac390129964fac4356f0c6eaca412
181 Bytes Preview Download
md5:6fa6893e83f18b58db85eae585f7d27d
2.6 kB Preview Download
md5:c5c174a91233556904c97bc89d547eaa
1.5 kB Preview Download
md5:b4b2cfa8a5eda5a30337f790413a0be7
3.1 kB Download
md5:d16e733759f08c349be78afad70d3f08
11.3 kB Preview Download
md5:001be85519dc92ee11163517dbe291cc
12.7 kB Download
md5:7274b5abb534e838757225a6c8eb7d2c
3.0 kB Preview Download
md5:ca6094dd98a198ff66ec49bfcd8dbf97
3.1 kB Preview Download