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Buildability / Receipt

PyVRP$^+$: LLM-Driven Metacognitive Heuristic Evolution for Hybrid Genetic Search in Vehicle Routing Problems

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: PyVRP$^+$: LLM-Driven Metacognitive Heuristic Evolution for Hybrid Genetic Search in Vehicle Routing Problems

/buildability/pyvrp-llm-driven-metacognitive-heuristic-evolution-for-hybrid-genetic-search-in-vehicle-routing-problems

Watchwatch

Subject: PyVRP$^+$: LLM-Driven Metacognitive Heuristic Evolution for Hybrid Genetic Search in Vehicle Routing Problems

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/pyvrp-llm-driven-metacognitive-heuristic-evolution-for-hybrid-genetic-search-in-vehicle-routing-problems

Paper ref

pyvrp-llm-driven-metacognitive-heuristic-evolution-for-hybrid-genetic-search-in-vehicle-routing-problems

arXiv id

2604.07872

Freshness

Generated at

2026-04-10T17:39:56.976Z

Evidence freshness

stale

Last verification

2026-04-10T17:39:56.976Z

Sources

3

References

0

Coverage

50%

Hash state

Lineage hash

738fda261e9d974878d8b37c754451da2a773245f1816bbc4acea774852e0712

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.