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Buildability / Receipt

Multi-ORFT: Stable Online Reinforcement Fine-Tuning for Multi-Agent Diffusion Planning in Cooperative Driving

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: Multi-ORFT: Stable Online Reinforcement Fine-Tuning for Multi-Agent Diffusion Planning in Cooperative Driving

/buildability/multi-orft-stable-online-reinforcement-fine-tuning-for-multi-agent-diffusion-planning-in-cooperative-driving

Watchwatch

Subject: Multi-ORFT: Stable Online Reinforcement Fine-Tuning for Multi-Agent Diffusion Planning in Cooperative Driving

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/multi-orft-stable-online-reinforcement-fine-tuning-for-multi-agent-diffusion-planning-in-cooperative-driving

Paper ref

multi-orft-stable-online-reinforcement-fine-tuning-for-multi-agent-diffusion-planning-in-cooperative-driving

arXiv id

2604.11734

Freshness

Generated at

2026-04-14T16:48:32.364Z

Evidence freshness

stale

Last verification

2026-04-14T16:48:32.364Z

Sources

3

References

0

Coverage

50%

Hash state

Lineage hash

1eafac971850519bc30f22855f8285b9b7fd18eaad230f6788859554557bba61

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, or external adoption unless explicitly sourced.