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Latent Agents: A Post-Training Procedure for Internalized Multi-Agent Debate

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

Ready for execution: Latent Agents: A Post-Training Procedure for Internalized Multi-Agent Debate

/buildability/latent-agents-a-post-training-procedure-for-internalized-multi-agent-debate

Build Nowready

Subject: Latent Agents: A Post-Training Procedure for Internalized Multi-Agent Debate

Verdict

Build Now

Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.

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/latent-agents-a-post-training-procedure-for-internalized-multi-agent-debate

Paper ref

latent-agents-a-post-training-procedure-for-internalized-multi-agent-debate

arXiv id

2604.24881

Freshness

Generated at

2026-04-29T20:26:14.071Z

Evidence freshness

fresh

Last verification

2026-04-29T20:26:14.071Z

Sources

4

References

0

Coverage

67%

Hash state

Lineage hash

6e9fea07209e696daa7ad4652d4c09a85b1a9c71b811fd0789069f5c89bbf5dd

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

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

references

proof_status

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.