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Buildability / Receipt

Same Outcomes, Different Journeys: A Trace-Level Framework for Comparing Human and GUI-Agent Behavior in Production Search Systems

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: Same Outcomes, Different Journeys: A Trace-Level Framework for Comparing Human and GUI-Agent Behavior in Production Search Systems

/buildability/same-outcomes-different-journeys-a-trace-level-framework-for-comparing-human-and-gui-agent-behavior-in-production-search

Ignoreblocked

Subject: Same Outcomes, Different Journeys: A Trace-Level Framework for Comparing Human and GUI-Agent Behavior in Production Search Systems

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

Structured compute envelope

Insufficient data

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

Evidence ids

Receipt path

/buildability/same-outcomes-different-journeys-a-trace-level-framework-for-comparing-human-and-gui-agent-behavior-in-production-search

Paper ref

same-outcomes-different-journeys-a-trace-level-framework-for-comparing-human-and-gui-agent-behavior-in-production-search

arXiv id

2604.07929

Freshness

Generated at

2026-04-10T17:41:52.027Z

Evidence freshness

stale

Last verification

2026-04-10T17:41:52.027Z

Sources

3

References

0

Coverage

50%

Hash state

Lineage hash

8d1e9d72f7d540ab68951c1a26ade42d27493022c5082454387bf21362612763

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

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.