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Buildability / Receipt

Hodoscope: Unsupervised Monitoring for AI Misbehaviors

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

Watch and verify: Hodoscope: Unsupervised Monitoring for AI Misbehaviors

/buildability/hodoscope-unsupervised-monitoring-for-ai-misbehaviors

Watchwatch

Subject: Hodoscope: Unsupervised Monitoring for AI Misbehaviors

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

Time to first demo

Insufficient data

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

Compute envelope

Structured compute envelope

Insufficient data

No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.

Evidence ids

Receipt path

/buildability/hodoscope-unsupervised-monitoring-for-ai-misbehaviors

Paper ref

hodoscope-unsupervised-monitoring-for-ai-misbehaviors

arXiv id

2604.11072

Freshness

Generated at

2026-04-14T20:32:58.977Z

Evidence freshness

stale

Last verification

2026-04-14T20:32:58.977Z

Sources

4

References

0

Coverage

67%

Hash state

Lineage hash

366e3dce76882c8b6cf6b368c001160a03953beef4ca5b4632035c6f6d1dcc5b

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

Some score or evidence fields are outside the preferred freshness 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.