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Buildability / Receipt

Bounding the Black Box: A Statistical Certification Framework for AI Risk Regulation

This public receipt window renders only fields present in the canonical receipt object, deterministic fixture receipt, or canonical evidence receipt. Missing compute, demo, hash, signature, approval, telemetry, and adoption fields stay explicit.

Public buildability page receipt window

Not build-ready: Bounding the Black Box: A Statistical Certification Framework for AI Risk Regulation

/buildability/bounding-the-black-box-a-statistical-certification-framework-for-ai-risk-regulation

Ignoreblocked

Subject: Bounding the Black Box: A Statistical Certification Framework for AI Risk Regulation

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

Time to first demo

Insufficient data

No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.

Compute envelope

Data

{"file name": "input.pdf", "number of pages": 11, "author": "Natan Levy; Gadi Perl"

Compute

{"file name": "input.pdf", "number of pages": 11, "author": "Natan Levy; Gadi Perl", "title": "Bounding the Black Box: A Statistical Certification Framework for AI Risk Regulation", "creation date": null, "modification date": null, "kids": []}

Inference

{"file name": "input.pdf", "number of pages": 11, "author": "Natan Levy; Gadi Perl", "title": "Bounding the Black Box: A Statistical Certification Framework for AI Risk Regulation", "creation date": null, "modification date": null, "kids": []}

Hardware

{"file name": "input.pdf", "number of pages": 11, "author": "Natan Levy; Gadi Perl", "title": "Bounding the Black Box: A Statistical Certification Framework for AI Risk Regulation", "creation date": null, "modification date": null, "kids": []}

Evidence ids

Receipt path

/buildability/bounding-the-black-box-a-statistical-certification-framework-for-ai-risk-regulation

Paper ref

bounding-the-black-box-a-statistical-certification-framework-for-ai-risk-regulation

arXiv id

2604.21854

Freshness

Generated at

2026-04-24T20:30:59.192Z

Evidence freshness

fresh

Last verification

2026-04-24T20:30:59.192Z

Sources

3

References

0

Coverage

50%

Hash state

Lineage hash

2e869163dce3b33bb3e1beadaa72311690d83febe62952101ca2934f99fe1000

Canonical opportunity-kernel lineage hash.

Signature state

External signature

unsigned_external

No founder, registry, pilot, or production-adoption signature is attached to this receipt.

Verification

not_verified

Verification is blocked until an external signature is provided.

Blockers

  • Missing: repo_url
  • Missing: references
  • Missing: proof_status
  • Unknown: proof verification has not been recorded yet

Canonical opportunity-kernel evidence is available for this receipt window.

repo_url

references

Missing proof, requirement, signature, approval, adoption, or telemetry fields are blockers and must not be inferred.

Truth Boundary

External gate remains unresolved for live deployment claims.

Buildability surfaces only report computed viability and proof receipts. They do not claim live production usage, pilot outcomes, founder sign-off, public Brier calibration, judge divergence, or external adoption unless explicitly sourced.