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]
total: int64
platform: string
source: struct<git: struct<doc_only: bool, head: string, url: string, branch: string, sha_verified_from: str (... 5 chars omitted)
child 0, git: struct<doc_only: bool, head: string, url: string, branch: string, sha_verified_from: string>
child 0, doc_only: bool
child 1, head: string
child 2, url: string
child 3, branch: string
child 4, sha_verified_from: string
root: string
all_passed: bool
passed: int64
version: 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
...
th: string, present: bool>
child 0, detail: string
child 1, evidence_path: string
child 2, present: bool
child 6, rerunnable_verification: struct<detail: string, evidence_path: string, present: bool>
child 0, detail: string
child 1, evidence_path: string
child 2, present: bool
child 7, versioning: 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
schema: string
failed: int64
python: string
failed_ids: list<item: null>
child 0, item: null
sbom_written: bool
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'), '
...
path': Value('string'), 'present': Value('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': {'doc_only': Value('bool'), 'head': Value('string'), 'url': Value('string'), 'branch': Value('string'), 'sha_verified_from': 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]
total: int64
platform: string
source: struct<git: struct<doc_only: bool, head: string, url: string, branch: string, sha_verified_from: str (... 5 chars omitted)
child 0, git: struct<doc_only: bool, head: string, url: string, branch: string, sha_verified_from: string>
child 0, doc_only: bool
child 1, head: string
child 2, url: string
child 3, branch: string
child 4, sha_verified_from: string
root: string
all_passed: bool
passed: int64
version: 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
...
th: string, present: bool>
child 0, detail: string
child 1, evidence_path: string
child 2, present: bool
child 6, rerunnable_verification: struct<detail: string, evidence_path: string, present: bool>
child 0, detail: string
child 1, evidence_path: string
child 2, present: bool
child 7, versioning: 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
schema: string
failed: int64
python: string
failed_ids: list<item: null>
child 0, item: null
sbom_written: bool
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'), '
...
path': Value('string'), 'present': Value('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': {'doc_only': Value('bool'), 'head': Value('string'), 'url': Value('string'), 'branch': Value('string'), 'sha_verified_from': 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.
LOCALSTACK PRIOR DOCS
Anticloud-hardened packaging of the upstream project
LOCALSTACK_PRIOR_DOCSin category SOFTWARE DEVELOPMENT. 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: SOFTWARE DEVELOPMENT · Upstream: https://github.com/localstack/localstack · Upstream pin: 8b9a79f05846835cf4dff63ab7eefdde9df83783 · Vendor: Anticloud FZ LLE
What This Project Does
Project Update: Consolidation into the Unified LocalStack Image
To provide a more reliable and streamlined experience, we are consolidating our development into a single, unified image. As part of this transition, this project is now archived and read-only.
This decision reflects our commitment to reducing fragmentation and focusing our resources on building the most robust AWS emulation layer possible. We are deeply grateful to the contributors who helped make this project into what it is today–your work remains integral to the future of the LocalStack ecosystem.
What this means for your workflow:
- LocalStack for AWS offers a range of options including a free Hobby plan for non-commercial use with the same capabilities as this project.
- Your input is still vital to us. Please continue to share bug reports here and submit feature requests here or join our Slack Community.
Thank you for your continued support as we grow together.
LocalStack is a cloud software development framework to develop and test your AWS applications locally.
Overview •
Install •
Quickstart •
Run •
Usage •
Releases •
Contributing
📖 Docs •
💻 LocalStack for AWS •
☑️ LocalStack coverage
Overview
LocalStack is a cloud service emulator that runs in a single container on your laptop or in your CI environment. With LocalStack, you can run your AWS applications or Lambdas entirely on your local machine without connecting to a remote cloud provider! Whether you are testing complex CDK applications or Terraform configurations, or just beginning to learn about AWS services, LocalStack helps speed up and simplify your testing and development workflow.
LocalStack supports a growing number of AWS services, like AWS Lambda, S3, DynamoDB, Kinesis, SQS, SNS, and many more! The Pro version of LocalStack supports additional APIs and advanced features. You can find a comprehensive list of supported APIs on our ☑️ Feature Coverage page.
LocalStack also provides additional features to make your life as a cloud developer easier! Check out LocalStack's User Guides for more information.
Install
The quickest way to get started with LocalStack is by using the LocalStack CLI. It enables you to start and manage the LocalStack Docker container directly through your command line. Ensure that your machine has a functional docker environment installed before proceeding.
Brew (macOS or Linux with Homebrew)
Install the LocalStack CLI through our official LocalStack Brew Tap:
brew install localstack/tap/localstack-cli
Binary download (macOS, Linux, Windows)
If Brew is not installed on your machine, you can download the pre-built LocalStack CLI binary directly:
- Visit localstack/localstack-cli and download the latest release for your platform.
- Extract the downloaded archive to a directory included in your
PATHvariable:- For macOS/Linux, use the command:
sudo tar xvzf ~/Downloads/localstack-cli-*-darwin-*-onefile.tar.gz -C /usr/local/bin
- For macOS/Linux, use the command:
PyPI (macOS, Linux, Windows)
LocalStack is developed using Python. To install the LocalStack CLI using pip, run the following command:
python3 -m pip install localstack
The localstack-cli installation enables you to run the Docker image containing the LocalStack runtime. To interact with the local AWS services, you need
(excerpt; full text in UPSTREAM_CLONE/)
Quoted from the upstream README.md file in UPSTREAM_CLONE/.
Project-specific facts detected in this directory:
- Ecosystem: Python (manifests: pyproject.toml; scanned in UPSTREAM_CLONE)
- Top-level source layout:
bin/,localstack-core/,scripts/,tests/ - Snapshot size: 3692 files, 468178 lines of code (measured; see Benchmarks)
- Primary languages:
.py(1939),.json(645),.json5(545),.yaml(177),.yml(142),(none)(70) - Upstream commit pinned for this packaging:
8b9a79f05846835cf4dff63ab7eefdde9df83783
Installation
What this means for your workflow:
- LocalStack for AWS offers a range of options including a free Hobby plan for non-commercial use with the same capabilities as this project.
- Your input is still vital to us. Please continue to share bug reports here and submit feature requests here or join our Slack Community.
Thank you for your continued support as we grow together.
LocalStack is a cloud software development framework to develop and test your AWS applications locally.
Overview •
Install •
Quickstart •
Run •
Usage •
Releases •
Contributing
📖 Docs •
💻 LocalStack for AWS •
☑️ LocalStack coverage
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
- Your input is still vital to us. Please continue to share bug reports here and submit feature requests here or join our Slack Community.
Thank you for your continued support as we grow together.
LocalStack is a cloud software development framework to develop and test your AWS applications locally.
Overview •
Install •
Quickstart •
Run •
Usage •
Releases •
Contributing
📖 Docs •
💻 LocalStack for AWS •
☑️ LocalStack coverage
Section quoted from the upstream readme. 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
The upstream API surface is defined by the LOCALSTACK_PRIOR_DOCS source tree vendored in UPSTREAM_CLONE/ (Python ecosystem). Public entry points:
- Source modules:
bin/,localstack-core/,scripts/,tests/ - The snapshot declares 37 dependency references across 4 ecosystem(s); see Dependencies below.
- Overlay API:
anticloud/cli.pyexposes 13 subcommands with JSON stdout;anticloud/bench/runner.pyruns the 16-check suite;anticloud/provenance/chain.pyexposes the SHA3-256 + Ed25519 provenance chain.
Dependencies
| Metric | Value |
|---|---|
| Ecosystem | Python |
| Manifests detected | pyproject.toml |
| Files in snapshot | 3692 |
| Lines of code | 468178 |
| Dependency references | 37 |
| Dependencies by ecosystem | cargo: 18, go: 4, npm: 2, pypi: 13 |
| Upstream license | Apache-2.0 |
| Overlay license | Anticommons 0.1.0 |
Top dependency references recorded in the benchmark snapshot:
| Ecosystem | Name | Version | Source file |
|---|---|---|---|
| pypi | asn1crypto | >=1.5.1 | pyproject.toml |
| pypi | click | >=8.2.0 | pyproject.toml |
| pypi | cachetools | >=5.0 | pyproject.toml |
| pypi | cryptography | - | pyproject.toml |
| pypi | dnslib | >=0.9.10 | pyproject.toml |
| pypi | dnspython | >=1.16.0 | pyproject.toml |
| pypi | plux | >=1.14.0 | pyproject.toml |
| pypi | psutil | >=5.4.8 | pyproject.toml |
| pypi | python-dotenv | >=0.19.1 | pyproject.toml |
| pypi | pyyaml | >=5.1 | pyproject.toml |
| pypi | rich | >=12.3.0 | pyproject.toml |
| pypi | requests | >=2.20.0 | pyproject.toml |
| pypi | semver | >=2.10 | pyproject.toml |
| cargo | name | bootstrap | tests/aws/services/lambda_/functions/rust-lambda/Cargo.toml |
| cargo | version | 0.1.0 | tests/aws/services/lambda_/functions/rust-lambda/Cargo.toml |
| ... | (22 more) |
Pinned lockfile: anticloud/requirements.lock (hash-pinned, PEP 508). SBOM: sbom.cdx.json (CycloneDX 1.5, pinned to the upstream SHA).
Configuration
- Your input is still vital to us. Please continue to share bug reports here and submit feature requests here or join our Slack Community.
Thank you for your continued support as we grow together.
LocalStack is a cloud software development framework to develop and test your AWS applications locally.
Overview •
Install •
Quickstart •
Run •
Usage •
Releases •
Contributing
📖 Docs •
💻 LocalStack for AWS •
☑️ LocalStack coverage
Section quoted from the upstream readme. 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
Upstream contributions: fork the LOCALSTACK_PRIOR_DOCS project, create a feature branch, and open a pull request against upstream. Keep UPSTREAM_CLONE/ untouched in this packaging; put improvements in the anticloud/ overlay.
Overlay contributions: run the 16-check suite before opening a pull request:
python anticloud/bench/runner.py --cwd anticloud
License
Upstream license: Apache-2.0 (evidence: LICENSE.txt in the upstream snapshot).
License file excerpt:
Copyright (c) 2017+ LocalStack contributors
Copyright (c) 2016 Atlassian Pty Ltd
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
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 Apache-2.0 terms. See ANTICOMMONS_LICENSE.md in this directory for the overlay terms and contact.
SPDX: Apache-2.0 (upstream) + Anticommons 0.1.0 (overlay, dual).
Upstream
- Project:
LOCALSTACK_PRIOR_DOCS(category: SOFTWARE DEVELOPMENT) - Upstream URL: https://github.com/localstack/localstack
- Pinned commit (SHA):
8b9a79f05846835cf4dff63ab7eefdde9df83783 - Branch: main
- 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
b48d8dad6108d7b3875376a4f489ab6658b3162fa0dd61522a6404d6341f1519.
| 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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