Buildability / Receipt
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
/buildability/reflect-to-inform-boosting-multimodal-reasoning-via-information-gain-driven-verification
Subject: Reflect to Inform: Boosting Multimodal Reasoning via Information-Gain-Driven Verification
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.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Truth Boundary
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.
Receipt path
/buildability/reflect-to-inform-boosting-multimodal-reasoning-via-information-gain-driven-verification
Paper ref
reflect-to-inform-boosting-multimodal-reasoning-via-information-gain-driven-verification
arXiv id
2603.26348
Generated at
2026-03-30T20:30:33.584Z
Evidence freshness
stale
Last verification
2026-03-30T20:30:33.584Z
Sources
4
References
85
Coverage
83%
Lineage hash
b9856fbc2880c143bd6a4885924e4e59b307cbe3125778beb14dfdcda2c431ee
Canonical opportunity-kernel lineage hash.
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.
Some score or evidence fields are outside the preferred freshness window.
distribution_readiness_scores
distribution readiness has not been computed yet