The dataset viewer is not available for this split.
Error code: StreamingRowsError
Exception: CastError
Message: Couldn't cast
digest: string
kind: string
path: string
payload_sha3: string
prev: string
seq: int64
ts: timestamp[s]
schema: string
benchmarks: list<item: struct<evidence: struct<ceilings: struct<max_files: int64, max_lines: int64, min_lines: i (... 3044 chars omitted)
child 0, item: struct<evidence: struct<ceilings: struct<max_files: int64, max_lines: int64, min_lines: int64>, code (... 3032 chars omitted)
child 0, evidence: struct<ceilings: struct<max_files: int64, max_lines: int64, min_lines: int64>, code_lines: int64, co (... 2961 chars omitted)
child 0, ceilings: struct<max_files: int64, max_lines: int64, min_lines: int64>
child 0, max_files: int64
child 1, max_lines: int64
child 2, min_lines: int64
child 1, code_lines: int64
child 2, command: string
child 3, counts_command: string
child 4, files_source: int64
child 5, files_tests: int64
child 6, files_total: int64
child 7, method: string
child 8, test_to_source_line_ratio: double
child 9, total_lines: int64
child 10, a_licences: list<item: string>
child 0, item: string
child 11, b_licences: list<item: string>
child 0, item: string
child 12, default_for_unknown_is_C: bool
child 13, mismatches: struct<>
child 14, observed: struct<agpl3: string, apache2: string, bsd3: string, commons_clause: string, garbage: stri
...
ng: struct<detail: string, evidence_path: string, present: bool>
child 0, detail: string
child 1, evidence_path: string
child 2, present: bool
child 62, criteria_missing: list<item: null>
child 0, item: null
child 63, criteria_satisfied: int64
child 64, criteria_total: int64
child 65, framework_controls_verified: int64
child 66, ladder: string
child 67, observed_level: int64
child 68, source: string
child 69, trL9_claimed: bool
child 70, trL9_reason: string
child 1, id: string
child 2, ok: bool
child 3, status: string
child 4, title: string
license: string
failed: int64
failed_ids: list<item: null>
child 0, item: null
root: string
source: struct<git: struct<head: string, url: string, branch: string, sha_verified_from: string>>
child 0, git: struct<head: string, url: string, branch: string, sha_verified_from: string>
child 0, head: string
child 1, url: string
child 2, branch: string
child 3, sha_verified_from: string
total: int64
python: string
passed: int64
version: string
sbom_written: bool
platform: string
all_passed: bool
redistribution: string
method: struct<aggregate_rule: string, excluded: string, reproduce: string, thresholds_note: string>
child 0, aggregate_rule: string
child 1, excluded: string
child 2, reproduce: string
child 3, thresholds_note: string
to
{'all_passed': Value('bool'), 'benchmarks': List({'evidence': {'ceilings': {'max_files': Value('int64'), 'max_lines': Value('int64'), 'min_lines': Value('int64')}, 'code_lines': Value('int64'), 'command': Value('string'), 'counts_command': Value('string'), 'files_source': Value('int64'), 'files_tests': Value('int64'), 'files_total': Value('int64'), 'method': Value('string'), 'test_to_source_line_ratio': Value('float64'), 'total_lines': Value('int64'), 'a_licences': List(Value('string')), 'b_licences': List(Value('string')), 'default_for_unknown_is_C': Value('bool'), 'mismatches': {}, 'observed': {'agpl3': Value('string'), 'apache2': Value('string'), 'bsd3': Value('string'), 'commons_clause': Value('string'), 'garbage': Value('string'), 'gpl3': Value('string'), 'isc': Value('string'), 'lgpl': Value('string'), 'mit': Value('string'), 'mpl2': Value('string'), 'noncommercial': Value('string'), 'proprietary': Value('string'), 'sspl': Value('string'), 'unknown_absent': Value('string')}, 'only_class_A_may_relicense': Value('bool'), 'policy_probes': {'agpl3': Value('string'), 'apache2': Value('string'), 'bsd3': Value('string'), 'commons_clause': Value('string'), 'garbage': Value('string'), 'gpl3': Value('string'), 'isc': Value('string'), 'lgpl': Value('string'), 'mit': Value('string'), 'mpl2': Value('string'), 'noncommercial': Value('string'), 'proprietary': Value('string'), 'sspl': Value('string'), 'unknown_absent': Value('string')}, 'project_licence': {'LICENSE': Value('string'), '
...
alue('bool')}, 'qualification_environment_pinned': {'detail': Value('string'), 'evidence_path': Value('string'), 'present': Value('bool')}, 'reproducible_tests': {'detail': Value('string'), 'evidence_path': Value('string'), 'present': Value('bool')}, 'rerunnable_verification': {'detail': Value('string'), 'evidence_path': Value('string'), 'present': Value('bool')}, 'versioning': {'detail': Value('string'), 'evidence_path': Value('string'), 'present': Value('bool')}}, 'criteria_missing': List(Value('null')), 'criteria_satisfied': Value('int64'), 'criteria_total': Value('int64'), 'framework_controls_verified': Value('int64'), 'ladder': Value('string'), 'observed_level': Value('int64'), 'source': Value('string'), 'trL9_claimed': Value('bool'), 'trL9_reason': Value('string')}, 'id': Value('string'), 'ok': Value('bool'), 'status': Value('string'), 'title': Value('string')}), 'failed': Value('int64'), 'failed_ids': List(Value('null')), 'method': {'aggregate_rule': Value('string'), 'excluded': Value('string'), 'reproduce': Value('string'), 'thresholds_note': Value('string')}, 'passed': Value('int64'), 'platform': Value('string'), 'python': Value('string'), 'root': Value('string'), 'sbom_written': Value('bool'), 'schema': Value('string'), 'total': Value('int64'), 'version': Value('string'), 'source': {'git': {'head': Value('string'), 'url': Value('string'), 'branch': Value('string'), 'sha_verified_from': Value('string')}}, 'license': Value('string'), 'redistribution': Value('string')}
because column names don't match
Traceback: Traceback (most recent call last):
File "/src/services/worker/src/worker/utils.py", line 147, in get_rows_or_raise
return get_rows(
dataset=dataset,
...<4 lines>...
column_names=column_names,
)
File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
return func(*args, **kwargs)
File "/src/services/worker/src/worker/utils.py", line 127, in get_rows
rows_plus_one = list(itertools.islice(safe_iter(ds, dataset=dataset), rows_max_number + 1))
File "/src/services/worker/src/worker/utils.py", line 483, in safe_iter
yield from ds.decode(False) if ds.features else ds
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2951, in __iter__
for key, example in ex_iterable:
^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2461, in __iter__
for key, pa_table in self._iter_arrow():
~~~~~~~~~~~~~~~~^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2486, in _iter_arrow
for key, pa_table in self.ex_iterable._iter_arrow():
~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 547, in _iter_arrow
for key, pa_table in iterator:
^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 430, in _iter_arrow
for key, pa_table in self.generate_tables_fn(**gen_kwags):
~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
digest: string
kind: string
path: string
payload_sha3: string
prev: string
seq: int64
ts: timestamp[s]
schema: string
benchmarks: list<item: struct<evidence: struct<ceilings: struct<max_files: int64, max_lines: int64, min_lines: i (... 3044 chars omitted)
child 0, item: struct<evidence: struct<ceilings: struct<max_files: int64, max_lines: int64, min_lines: int64>, code (... 3032 chars omitted)
child 0, evidence: struct<ceilings: struct<max_files: int64, max_lines: int64, min_lines: int64>, code_lines: int64, co (... 2961 chars omitted)
child 0, ceilings: struct<max_files: int64, max_lines: int64, min_lines: int64>
child 0, max_files: int64
child 1, max_lines: int64
child 2, min_lines: int64
child 1, code_lines: int64
child 2, command: string
child 3, counts_command: string
child 4, files_source: int64
child 5, files_tests: int64
child 6, files_total: int64
child 7, method: string
child 8, test_to_source_line_ratio: double
child 9, total_lines: int64
child 10, a_licences: list<item: string>
child 0, item: string
child 11, b_licences: list<item: string>
child 0, item: string
child 12, default_for_unknown_is_C: bool
child 13, mismatches: struct<>
child 14, observed: struct<agpl3: string, apache2: string, bsd3: string, commons_clause: string, garbage: stri
...
ng: struct<detail: string, evidence_path: string, present: bool>
child 0, detail: string
child 1, evidence_path: string
child 2, present: bool
child 62, criteria_missing: list<item: null>
child 0, item: null
child 63, criteria_satisfied: int64
child 64, criteria_total: int64
child 65, framework_controls_verified: int64
child 66, ladder: string
child 67, observed_level: int64
child 68, source: string
child 69, trL9_claimed: bool
child 70, trL9_reason: string
child 1, id: string
child 2, ok: bool
child 3, status: string
child 4, title: string
license: string
failed: int64
failed_ids: list<item: null>
child 0, item: null
root: string
source: struct<git: struct<head: string, url: string, branch: string, sha_verified_from: string>>
child 0, git: struct<head: string, url: string, branch: string, sha_verified_from: string>
child 0, head: string
child 1, url: string
child 2, branch: string
child 3, sha_verified_from: string
total: int64
python: string
passed: int64
version: string
sbom_written: bool
platform: string
all_passed: bool
redistribution: string
method: struct<aggregate_rule: string, excluded: string, reproduce: string, thresholds_note: string>
child 0, aggregate_rule: string
child 1, excluded: string
child 2, reproduce: string
child 3, thresholds_note: string
to
{'all_passed': Value('bool'), 'benchmarks': List({'evidence': {'ceilings': {'max_files': Value('int64'), 'max_lines': Value('int64'), 'min_lines': Value('int64')}, 'code_lines': Value('int64'), 'command': Value('string'), 'counts_command': Value('string'), 'files_source': Value('int64'), 'files_tests': Value('int64'), 'files_total': Value('int64'), 'method': Value('string'), 'test_to_source_line_ratio': Value('float64'), 'total_lines': Value('int64'), 'a_licences': List(Value('string')), 'b_licences': List(Value('string')), 'default_for_unknown_is_C': Value('bool'), 'mismatches': {}, 'observed': {'agpl3': Value('string'), 'apache2': Value('string'), 'bsd3': Value('string'), 'commons_clause': Value('string'), 'garbage': Value('string'), 'gpl3': Value('string'), 'isc': Value('string'), 'lgpl': Value('string'), 'mit': Value('string'), 'mpl2': Value('string'), 'noncommercial': Value('string'), 'proprietary': Value('string'), 'sspl': Value('string'), 'unknown_absent': Value('string')}, 'only_class_A_may_relicense': Value('bool'), 'policy_probes': {'agpl3': Value('string'), 'apache2': Value('string'), 'bsd3': Value('string'), 'commons_clause': Value('string'), 'garbage': Value('string'), 'gpl3': Value('string'), 'isc': Value('string'), 'lgpl': Value('string'), 'mit': Value('string'), 'mpl2': Value('string'), 'noncommercial': Value('string'), 'proprietary': Value('string'), 'sspl': Value('string'), 'unknown_absent': Value('string')}, 'project_licence': {'LICENSE': Value('string'), '
...
alue('bool')}, 'qualification_environment_pinned': {'detail': Value('string'), 'evidence_path': Value('string'), 'present': Value('bool')}, 'reproducible_tests': {'detail': Value('string'), 'evidence_path': Value('string'), 'present': Value('bool')}, 'rerunnable_verification': {'detail': Value('string'), 'evidence_path': Value('string'), 'present': Value('bool')}, 'versioning': {'detail': Value('string'), 'evidence_path': Value('string'), 'present': Value('bool')}}, 'criteria_missing': List(Value('null')), 'criteria_satisfied': Value('int64'), 'criteria_total': Value('int64'), 'framework_controls_verified': Value('int64'), 'ladder': Value('string'), 'observed_level': Value('int64'), 'source': Value('string'), 'trL9_claimed': Value('bool'), 'trL9_reason': Value('string')}, 'id': Value('string'), 'ok': Value('bool'), 'status': Value('string'), 'title': Value('string')}), 'failed': Value('int64'), 'failed_ids': List(Value('null')), 'method': {'aggregate_rule': Value('string'), 'excluded': Value('string'), 'reproduce': Value('string'), 'thresholds_note': Value('string')}, 'passed': Value('int64'), 'platform': Value('string'), 'python': Value('string'), 'root': Value('string'), 'sbom_written': Value('bool'), 'schema': Value('string'), 'total': Value('int64'), 'version': Value('string'), 'source': {'git': {'head': Value('string'), 'url': Value('string'), 'branch': Value('string'), 'sha_verified_from': Value('string')}}, 'license': Value('string'), 'redistribution': Value('string')}
because column names don't matchNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
YAML Metadata Warning:empty or missing yaml metadata in repo card
Check out the documentation for more information.
- What This Project Does
- Introduction
- AI-Generated Contributions
- Database Support (Please report any regressions)
- Official Documentation
- Host your own instance with these unofficial cloud providers
- License
- Communication
- Pixelfed Sponsors
- Installation
- Usage
- API
- Section quoted from the upstream readme.
- Dependencies
- Configuration
- Contributing
- Bug Reports
- Core Development Discussion
- Branches
- Compiled Assets
- Security Vulnerabilities
- License
- Upstream
- Benchmarks
- Archives and Permanent Records
- Press and Independent Publication
PIXELFED
Anticloud-hardened packaging of the upstream project
PIXELFEDin category SOCIAL MEDIA. Upstream source is vendored inUPSTREAM_CLONE/at the pinned commit below; the 12-improvement overlay lives inanticloud/. Every fact in this file traces to a file on disk in this project directory.
Category: SOCIAL MEDIA · Upstream: https://github.com/pixelfed/pixelfed · Upstream pin: 3c2a805cec708d06c671dc60738be4a6ce852f02 · Vendor: Anticloud FZ LLE
What This Project Does
Introduction
Photo sharing the way it should be. Pixelfed lets your casual shots and creative photography find their audience naturally, without algorithmic barriers. Join millions of people sharing across the fediverse.
AI-Generated Contributions
AI-generated contributions are not accepted.
Pull requests, patches, documentation, translations, issues, or other contributions that are substantially generated by generative AI or large language models will not be accepted.
Contributors are expected to understand, author, and take responsibility for the work they submit. Tools such as linters, formatters, autocomplete, spellcheckers, and other non-generative development tools are unaffected by this policy.
Database Support (Please report any regressions)
- MySQL 9+ is officially supported (Strict mode is not default).
- MariaDB 11+ is officially supported (Strict mode is default).
- PostgreSQL 14+ is best effort as of writing (Not recommended).
Notice: We need to improve the ecosystem to test/validate the codebase to be database agnostic, but this will require considerable engineering effort. Thank you for your understanding.
Official Documentation
- As of September 2026, we recommend using Docker compose to run your instances. Non-docker is obviously supported, but the Dockerfile will be maintained and updated with best practices and latest releases.
Documentation for Pixelfed can be found on the Pixelfed documentation website.
Host your own instance with these unofficial cloud providers
Pixelfed app for YunoHost. See the package source code
License
Pixelfed is open-sourced software licensed under the AGPL license.
Communication
The ways you can communicate on the project are below. Before interacting, please read through the Code Of Conduct.
- Matrix: matrix.to/#/#pixeldev:matrix.org
- Mastodon: @pixelfed@mastodon.social
- E-mail: hello@pixelfed.org
Pixelfed Sponsors
We would like to extend our thanks to the following sponsors for funding Pixelfed development. If you are interested in becoming a sponsor, please visit the Pixelfed Patreon Page
- NLnet Foundation and NGI0 Discovery, part of the Next Generation Internet initiative.
This project is supported by:
Quoted from the upstream README.md file in UPSTREAM_CLONE/.
Project-specific facts detected in this directory:
- Ecosystem: Node.js / npm (manifests: package.json, package-lock.json; scanned in UPSTREAM_CLONE)
- Top-level source layout:
app/,bootstrap/,config/,database/,lang/,notes/,public/,resources/,routes/,storage/,tests/ - Snapshot size: 3473 files, 267260 lines of code (measured; see Benchmarks)
- Primary languages:
.php(2589),.svg(231),.vue(203),.json(160),.js(103),(none)(35) - Upstream commit pinned for this packaging:
3c2a805cec708d06c671dc60738be4a6ce852f02
Installation
Pixelfed app for YunoHost. See the package source code
Section quoted from the upstream readme. Overlay install (this project):
python -m pip install -e anticloud/ # overlay package with the 12 improvements
python anticloud/cli.py --help # 13 subcommands, JSON stdout
Usage
No usage section was found in the upstream readme. Entry points detected in this project directory:
npm start # declared start script, when present
npm run dev # declared dev script, when present
Anticloud overlay CLI (available in every project):
python anticloud/cli.py --help # 13 subcommands, JSON stdout
python anticloud/cli.py checks # run the 16-check suite
API
Section quoted from the upstream readme.
Dependencies
| Metric | Value |
|---|---|
| Ecosystem | Node.js / npm |
| Manifests detected | package.json, package-lock.json |
| Files in snapshot | 3473 |
| Lines of code | 267260 |
| Dependency references | 63 |
| Dependencies by ecosystem | npm: 63 |
| Upstream license | AGPL-3.0 |
| Overlay license | Anticommons 0.1.0 |
Top dependency references recorded in the benchmark snapshot:
| Ecosystem | Name | Version | Source file |
|---|---|---|---|
| npm | @fancyapps/fancybox | ^3.5.7 | package.json |
| npm | @glidejs/glide | ^3.6.2 | package.json |
| npm | @hcaptcha/vue-hcaptcha | ^1.3.0 | package.json |
| npm | @peertube/p2p-media-loader-core | ^1.0.14 | package.json |
| npm | @peertube/p2p-media-loader-hlsjs | ^1.0.14 | package.json |
| npm | @trevoreyre/autocomplete-vue | ^2.2.0 | package.json |
| npm | @web3-storage/parse-link-header | ^3.1.0 | package.json |
| npm | @zip.js/zip.js | ^2.7.24 | package.json |
| npm | animate.css | ^4.1.0 | package.json |
| npm | bigpicture | ^2.6.2 | package.json |
| npm | blurhash | ^2.0.5 | package.json |
| npm | bootstrap-vue | ^2.22.0 | package.json |
| npm | caniuse-lite | ^1.0.30001418 | package.json |
| npm | chart.js | ^2.7.2 | package.json |
| npm | filesize | ^3.6.1 | package.json |
| ... | (48 more) |
Pinned lockfile: anticloud/requirements.lock (hash-pinned, PEP 508). SBOM: sbom.cdx.json (CycloneDX 1.5, pinned to the upstream SHA).
Configuration
No configuration section was found in the upstream readme. Configuration-relevant files detected in this project directory:
.env.captcha.env.docker.example.env.example.env.testingDockerfileconfigdocker-compose.ymlpackage.json
Overlay configuration (Anticloud):
anticloud/- improvement overlay; environment-driven, no cloud dependencyLEDGERS/- aioss tamper-evident chain files (per-project, verified withaioss verify --live)ISOLATED_LAB_RESULTS/- reproducibility record (environment, reproduction steps, result register, evidence)OFFICIAL_BENCHMARKS/- 26 framework assessments for this project
Contributing
Excerpt from upstream CONTRIBUTING.md:
Contributing
Bug Reports
To encourage active collaboration, Pixelfed strongly encourages pull requests, not just bug reports. "Bug reports" may also be sent in the form of a pull request containing a failing test.
However, if you file a bug report, your issue should contain a title and a clear description of the issue. You should also include as much relevant information as possible and a code sample that demonstrates the issue. The goal of a bug report is to make it easy for yourself - and others - to replicate the bug and develop a fix.
Remember, bug reports are created in the hope that others with the same problem will be able to collaborate with you on solving it. Do not expect that the bug report will automatically see any activity or that others will jump to fix it. Creating a bug report serves to help yourself and others start on the path of fixing the problem.
Core Development Discussion
Informal discussion regarding bugs, new features, and implementation of existing features takes place on discord or in the #pixeldev channel matrix.
Branches
If you want to contribute to this project, please file your pull request against the staging branch.
Pixelfed Beta currently uses the dev branch for deployable code. When v1.0 is released, the stable branch will be changed to master, with dev branch being used for development and testing.
Compiled Assets
If you are submitting a change that will affect a compiled file, such as most of the files in resources/assets/sass or resources/assets/js of the pixelfed/pixelfed project, do not commit the compiled files. Due to their large size, they cannot realistically be reviewed by a maintainer. This could be exploited as a way to inject malicious code into Pixelfed. In order to defensively prevent this, all compiled files will be generated and committed by Pixelfed maintainers.
Security Vulnerabilities
If you discover a security vulnerability within Pixelfed, please send an email to Daniel Supernault at hello@pixelfed.org. All security vulnerabilities will be promptly addressed.
Overlay contributions: run the 16-check suite before opening a pull request:
python anticloud/bench/runner.py --cwd anticloud
License
Upstream license: AGPL-3.0 (evidence: LICENSE in the upstream snapshot).
License file excerpt:
GNU AFFERO GENERAL PUBLIC LICENSE
Version 3, 19 November 2007
Copyright (C) 2007 Free Software Foundation, Inc. <http://fsf.org/>
Everyone is permitted to copy and distribute verbatim copies
of this license document, but changing it is not allowed.
Preamble
The GNU Affero General Public License is a free, copyleft license for
software and other kinds of works, specifically designed to ensure
cooperation with the community in the case of network server software.
The licenses for most software and other practical works are designed
to take away your freedom to share and change the works. By contrast,
our General Public Licenses are intended to guarantee your freedom to
share and change all versions of a program--to make sure it remains free
software for all its users.
When we speak of free software, we are referring to freedom, not
Anticommons 0.1.0 overlay
The Anticloud integration overlay in anticloud/ - improvements 1 through 12 listed under Benchmarks - is licensed under Anticommons 0.1.0. Upstream code remains under its original AGPL-3.0 terms. See ANTICOMMONS_LICENSE.md in this directory for the overlay terms and contact.
SPDX: AGPL-3.0 (upstream) + Anticommons 0.1.0 (overlay, dual).
Upstream
- Project:
PIXELFED(category: SOCIAL MEDIA) - Upstream URL: https://github.com/pixelfed/pixelfed
- Pinned commit (SHA):
3c2a805cec708d06c671dc60738be4a6ce852f02 - Branch: dev
- Pin provenance: resolved during the second documentation pass. The parent-project stamp is explicitly rejected for this project.
- Snapshot location:
UPSTREAM_CLONE/(vendored, not shipped as-is) - Benchmark snapshot:
BENCH.json
Benchmarks
Measured by the Anticloud assurance suite. Every value below is read from this
project's BENCH.json, produced by a real run — the SHA3-256 of that file is
ec3eea3a43333bad59e3a817d326957c103db1dc17f23481e0f0322d270b350b.
| Framework | Controls | Evidence | Coverage | Result |
|---|---|---|---|---|
| OWASP Top 10 for LLM Applications | 10 controls mapped | 10 with evidence | 100.0% | PASS |
| OWASP Top 10 (2021) | 9 controls mapped | 9 with evidence | 100.0% | PASS |
| SOC 2 Type II readiness | 9 controls mapped | 9 with evidence | 100.0% | PASS |
| NIST AI Risk Management Framework | 8 controls mapped | 8 with evidence | 100.0% | PASS |
| NIST SP 800-53 Rev. 5 | 12 controls mapped | 12 with evidence | 100.0% | PASS |
| NIST Cybersecurity Framework 2.0 | 8 controls mapped | 8 with evidence | 100.0% | PASS |
| FedRAMP Rev. 5 | 10 controls mapped | 10 with evidence | 100.0% | PASS |
| PCI DSS v4.0.1 | 11 controls mapped | 11 with evidence | 100.0% | PASS |
| ISO/IEC 27001:2022 | 9 controls mapped | 9 with evidence | 100.0% | PASS |
| MITRE ATT&CK v16 | 12 controls mapped | 12 with evidence | 100.0% | PASS |
| ML Technology Readiness Level | TRL 8 | 8/8 criteria | PASS |
Overall: 16/16 checks passing.
See ISOLATED_LAB_RESULTS/03_Result_Register.md for the 16-check register with pass condition, command and observed value per check.
Framework folders in OFFICIAL_BENCHMARKS/ state the control set and the
evidence source bound to each control. This project does not claim an audit
opinion, a SOC report, a FedRAMP authorisation or a PCI attestation — those are
issued by an independent assessor.
Archives and Permanent Records
| Platform | Identifier | Volume |
|---|---|---|
| Harvard Dataverse | DOI 10.7910/DVN/YMJKOG | 145 citable datasets |
| AIOSS verification kit | DOI 10.7910/DVN/OORKNJ | Offline hash verification |
| Zenodo (CERN) | — | 146 records, DOI-registered |
| OSF | — | 144 preregistered records |
| Figshare | author 20849885 | Research data and figures |
| Internet Archive | aioss-format, Anticode | Permanent binary specification |
| ORCID | 0009-0009-2233-6107 | Permanent researcher ID |
| Kaggle | pax-millennium-20 | Reproducible T4 benchmark run |
Press and Independent Publication
The PAX benchmark release was distributed by Newsfile wire to 336 outlets (312 Web, 23 Terminal, 1 Application), including Yahoo Finance, The Globe and Mail, Business Insider, National Post, Financial Post, StreetInsider, Digital Journal, Barchart, International Business Times, and fox47 · National Law Review. Wire distribution makes the announcement dated, public, and indexed, which makes the claim checkable.
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