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QuantSightBench: Evaluating LLM Quantitative Forecasting with Prediction Intervals

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: QuantSightBench: Evaluating LLM Quantitative Forecasting with Prediction Intervals

/buildability/quantsightbench-evaluating-llm-quantitative-forecasting-with-prediction-intervals

Build Nowready

Subject: QuantSightBench: Evaluating LLM Quantitative Forecasting with Prediction Intervals

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/quantsightbench-evaluating-llm-quantitative-forecasting-with-prediction-intervals

Paper ref

quantsightbench-evaluating-llm-quantitative-forecasting-with-prediction-intervals

arXiv id

2604.15859

Freshness

Generated at

2026-04-20T20:23:38.814Z

Evidence freshness

fresh

Last verification

2026-04-20T20:23:38.814Z

Sources

4

References

0

Coverage

67%

Hash state

Lineage hash

bd07e1df0b852eb352bacf28955d05127f069fcbe7f64fea592b7b7b6c3a96a3

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, or external adoption unless explicitly sourced.