Buildability / Receipt
Local Linearity of LLMs Enables Activation Steering via Model-Based Linear Optimal Control
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
Ready for execution: Local Linearity of LLMs Enables Activation Steering via Model-Based Linear Optimal Control
/buildability/local-linearity-of-llms-enables-activation-steering-via-model-based-linear-optimal-control
Subject: Local Linearity of LLMs Enables Activation Steering via Model-Based Linear Optimal Control
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.
Compute envelope
Data
{"file name": "input.pdf", "number of pages": 35, "author": "Julian Skifstad; Xinyue Annie Yang; Glen Chou"
Compute
{"file name": "input.pdf", "number of pages": 35, "author": "Julian Skifstad; Xinyue Annie Yang; Glen Chou", "title": "Local Linearity of LLMs Enables Activation Steering via Model-Based Linear Optimal Control", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 35, "author": "Julian Skifstad; Xinyue Annie Yang; Glen Chou", "title": "Local Linearity of LLMs Enables Activation Steering via Model-Based Linear Optimal Control", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 35, "author": "Julian Skifstad; Xinyue Annie Yang; Glen Chou", "title": "Local Linearity of LLMs Enables Activation Steering via Model-Based Linear Optimal Control", "creation date": null, "modification date": null, "kids": []}
Evidence ids
Receipt path
/buildability/local-linearity-of-llms-enables-activation-steering-via-model-based-linear-optimal-control
Paper ref
local-linearity-of-llms-enables-activation-steering-via-model-based-linear-optimal-control
arXiv id
2604.19018
Freshness
Generated at
2026-04-22T20:32:45.398Z
Evidence freshness
stale
Last verification
2026-04-22T20:32:45.398Z
Sources
7
References
94
Coverage
100%
Hash state
Lineage hash
a958adce156ff971f12656d3c75f634d603b671ebee20f5542cce5cb4361298f
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
- No explicit blockers are present in this receipt window.
Some score or evidence fields are outside the preferred freshness window.
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.