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Learning to Reason with Insight for Informal Theorem Proving

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: Learning to Reason with Insight for Informal Theorem Proving

/buildability/learning-to-reason-with-insight-for-informal-theorem-proving

Watchwatch

Subject: Learning to Reason with Insight for Informal Theorem Proving

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

Data

1.mixed 2.mixed 3.incomplete Below is an explanation for each answer: 1.Mixed: The insight mentions several techniques—substitution (settingy= 1or x= 1)

Compute

is competitive with those SOTA models of same size and extensive post-training. This further im- plies a highly potential advantage over those SOTA models when there is an appropriate RL approach implemented on our model. 7

Inference

is competitive with those SOTA models of same size and extensive post-training. This further im- plies a highly potential advantage over those SOTA models when there is an appropriate RL approach implemented on our model. 7

Hardware

is competitive with those SOTA models of same size and extensive post-training. This further im- plies a highly potential advantage over those SOTA models when there is an appropriate RL approach implemented on our model. 7

Evidence ids

Receipt path

/buildability/learning-to-reason-with-insight-for-informal-theorem-proving

Paper ref

learning-to-reason-with-insight-for-informal-theorem-proving

arXiv id

2604.16278

Freshness

Generated at

2026-04-20T20:23:21.778Z

Evidence freshness

stale

Last verification

2026-04-20T20:23:21.778Z

Sources

3

References

0

Coverage

50%

Hash state

Lineage hash

227df48c2e63ad559e4da14fb7a4066e427d50c6859651a08824032552632134

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.