Buildability / Receipt
GiVA: Gradient-Informed Bases for Vector-Based Adaptation
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: GiVA: Gradient-Informed Bases for Vector-Based Adaptation
/buildability/giva-gradient-informed-bases-for-vector-based-adaptation
Subject: GiVA: Gradient-Informed Bases for Vector-Based Adaptation
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": 16, "author": "Neeraj Gangwar; Rishabh Deshmukh; Michael Shavlovsky; Hancao Li; Vivek Mittal; Lexing Ying; Nickvash Kani"
Compute
{"file name": "input.pdf", "number of pages": 16, "author": "Neeraj Gangwar; Rishabh Deshmukh; Michael Shavlovsky; Hancao Li; Vivek Mittal; Lexing Ying; Nickvash Kani", "title": "GiVA: Gradient-Informed Bases for Vector-Based Adaptation", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 16, "author": "Neeraj Gangwar; Rishabh Deshmukh; Michael Shavlovsky; Hancao Li; Vivek Mittal; Lexing Ying; Nickvash Kani", "title": "GiVA: Gradient-Informed Bases for Vector-Based Adaptation", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 16, "author": "Neeraj Gangwar; Rishabh Deshmukh; Michael Shavlovsky; Hancao Li; Vivek Mittal; Lexing Ying; Nickvash Kani", "title": "GiVA: Gradient-Informed Bases for Vector-Based Adaptation", "creation date": null, "modification date": null, "kids": []}
Evidence ids
Receipt path
/buildability/giva-gradient-informed-bases-for-vector-based-adaptation
Paper ref
giva-gradient-informed-bases-for-vector-based-adaptation
arXiv id
2604.21901
Freshness
Generated at
2026-04-24T20:26:31.773Z
Evidence freshness
stale
Last verification
2026-04-24T20:26:31.773Z
Sources
3
References
0
Coverage
50%
Hash state
Lineage hash
6c24c1cd2fcefdca64d1c45fdd5d084e944c7077c8ed925910efea5bf3357984
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
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.