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/disentangling-task-conflicts-in-multi-task-lora-via-orthogonal-gradient-projection
Subject: Disentangling Task Conflicts in Multi-Task LoRA via Orthogonal Gradient Projection
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/disentangling-task-conflicts-in-multi-task-lora-via-orthogonal-gradient-projection
Paper ref
disentangling-task-conflicts-in-multi-task-lora-via-orthogonal-gradient-projection
arXiv id
2601.09684
Generated at
2026-03-19T18:48:05.835Z
Evidence freshness
stale
Last verification
2026-03-19T18:48:05.835Z
Sources
0
References
0
Coverage
33%
Lineage hash
0ba6667dd334fd13e88a863d0d6dc6866347c49e43d4d77164fc396ad641f949
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
references