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/knowledge-is-power-advancing-few-shot-action-recognition-with-multimodal-semantics-from-mllms
Subject: Knowledge is Power: Advancing Few-shot Action Recognition with Multimodal Semantics from MLLMs
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.
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/knowledge-is-power-advancing-few-shot-action-recognition-with-multimodal-semantics-from-mllms
Paper ref
knowledge-is-power-advancing-few-shot-action-recognition-with-multimodal-semantics-from-mllms
arXiv id
2603.26033
Generated at
2026-03-31T20:30:20.275Z
Evidence freshness
stale
Last verification
2026-03-31T20:30:20.275Z
Sources
3
References
83
Coverage
67%
Lineage hash
68ba86e8284752d01b56f4813ab4cb88719f4ef4cb712b7f310913ff6e07483c
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.
repo_url
distribution_readiness_scores