Buildability / Receipt

SAVOIR: Learning Social Savoir-Faire via Shapley-based Reward Attribution

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.

API receipt Buildability hub

Public buildability page receipt window

Watch and verify: SAVOIR: Learning Social Savoir-Faire via Shapley-based Reward Attribution

/buildability/savoir-learning-social-savoir-faire-via-shapley-based-reward-attribution

Watchwatch

Subject: SAVOIR: Learning Social Savoir-Faire via Shapley-based Reward Attribution

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

{"file name": "input.pdf", "number of pages": 15, "author": "Xiachong Feng; Yi Jiang; Xiaocheng Feng; Deyi Yin; Libo Qin; Yangfan Ye; Lei Huang; Weitao Ma; Yuxuan Gu; Chonghan Qin

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.

Proof divergence Developer guide

SAVOIR: Learning Social Savoir-Faire via Shapley-based Reward Attribution

Watch and verify: SAVOIR: Learning Social Savoir-Faire via Shapley-based Reward Attribution

Compute envelope

External gate remains unresolved for live deployment claims.

Evidence ids

Freshness

Hash state

Signature state

Blockers